From c3819d0d6acbf2b363fea29d95658ffb5a2a8dfe Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Wed, 28 Feb 2024 10:26:46 +0800
Subject: [PATCH 01/40] Bugfix: Not redirecting to page URL the sign-in is
 initiated from.

---
 frontend/app/components/ui/login-buttons.tsx | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/frontend/app/components/ui/login-buttons.tsx b/frontend/app/components/ui/login-buttons.tsx
index ace7e7d..d9c7d90 100644
--- a/frontend/app/components/ui/login-buttons.tsx
+++ b/frontend/app/components/ui/login-buttons.tsx
@@ -5,6 +5,7 @@ import { signIn } from 'next-auth/react'
 import { cn } from '@/app/components/ui/lib/utils'
 import { Button, type ButtonProps } from '@/app/components/ui/button'
 import { IconGoogle, IconSGid, IconSpinner } from '@/app/components/ui/icons'
+import { useSearchParams } from 'next/navigation'
 
 interface LoginButtonProps extends ButtonProps {
   showIcon?: boolean;
@@ -18,13 +19,14 @@ function GoogleLoginButton({
   ...props
 }: LoginButtonProps) {
   const [isLoading, setIsLoading] = useState(false);
-
+  const searchParams = useSearchParams()
+  const callbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
   return (
     <Button
       variant="outline"
       onClick={() => {
         setIsLoading(true);
-        signIn('google');
+        signIn('google', {redirect: true, callbackUrl: callbackURL as string});
       }}
       className={cn(className)}
       {...props}
@@ -47,13 +49,14 @@ function SGIDLoginButton({
   ...props
 }: LoginButtonProps) {
   const [isLoading, setIsLoading] = useState(false);
-
+  const searchParams = useSearchParams()
+  const callbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
   return (
     <Button
       variant="outline"
       onClick={() => {
         setIsLoading(true);
-        signIn('sgid');
+        signIn('sgid', {redirect: true, callbackUrl: callbackURL as string});
       }}
       className={cn(className)}
       {...props}

From 171201c31d4fae854def9004857cbeb1c7bc829b Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Thu, 29 Feb 2024 14:51:44 +0800
Subject: [PATCH 02/40] Added base for switching between LLMs

---
 backend/backend/app/api/routers/chat.py   |   7 +-
 backend/backend/app/api/routers/search.py |   3 +-
 backend/backend/app/utils/index.py        | 102 +++++++++++++++-------
 3 files changed, 75 insertions(+), 37 deletions(-)

diff --git a/backend/backend/app/api/routers/chat.py b/backend/backend/app/api/routers/chat.py
index 2a32a1d..c1e644d 100644
--- a/backend/backend/app/api/routers/chat.py
+++ b/backend/backend/app/api/routers/chat.py
@@ -114,11 +114,12 @@ async def chat(
         chat_mode="condense_plus_context",
         memory=memory,
         context_prompt=(
-            "You are a chatbot, able to have normal interactions, as well as talk"
-            " about information from documents regarding Public Sector Standard Conditions Of Contract (PSSCOC)."
+            "You are a helpful chatbot, able to have normal interactions, as well as talk"
+            " about information from documents regarding Public Sector Standard Conditions Of Contract (PSSCOC) and iCoreSpec Engineering Specification Documents."
             "Here are the relevant documents for the context:\n"
             "{context_str}"
-            "\nInstruction: Based on the above documents, provide a detailed answer for the user question below. If you cannot answer the question, inform the user that you do not know."
+            "\nInstruction: Based on the above documents, provide a detailed answer for the user question below."
+            " If you cannot answer the question or are unsure of how to answer, inform the user that you do not know."
         ),
     )
     response = chat_engine.stream_chat(
diff --git a/backend/backend/app/api/routers/search.py b/backend/backend/app/api/routers/search.py
index 938be3b..0c83d10 100644
--- a/backend/backend/app/api/routers/search.py
+++ b/backend/backend/app/api/routers/search.py
@@ -22,8 +22,9 @@
 async def search(
     request: Request,
     index: VectorStoreIndex = Depends(get_index),
+    query: str = None,
 ):
-    query = request.query_params.get("query")
+    # query = request.query_params.get("query")
     logger = logging.getLogger("uvicorn")
     logger.info(f"Search: {query}")
     if query is None:
diff --git a/backend/backend/app/utils/index.py b/backend/backend/app/utils/index.py
index c47ed6e..976f09e 100644
--- a/backend/backend/app/utils/index.py
+++ b/backend/backend/app/utils/index.py
@@ -1,9 +1,11 @@
 import logging
 import os
 
+from dotenv import load_dotenv
 from llama_index import (
     PromptHelper,
     ServiceContext,
+    # Document,
     SimpleDirectoryReader,
     StorageContext,
     VectorStoreIndex,
@@ -11,7 +13,8 @@
     set_global_service_context,
 )
 from llama_index.embeddings import HuggingFaceEmbedding
-from llama_index.llms import LlamaCPP
+from llama_index.embeddings.openai import OpenAIEmbedding
+from llama_index.llms import LlamaCPP, OpenAI
 from llama_index.llms.llama_utils import (
     completion_to_prompt,
     messages_to_prompt,
@@ -35,42 +38,75 @@
     STORAGE_DIR,
 )
 
-llm = LlamaCPP(
-    model_url=LLM_MODEL_URL,
-    temperature=LLM_TEMPERATURE,
-    max_new_tokens=MAX_NEW_TOKENS,
-    context_window=CONTEXT_SIZE,
-    # kwargs to pass to __call__()
-    generate_kwargs={},
-    # kwargs to pass to __init__()
-    model_kwargs=MODEL_KWARGS,
-    # transform inputs into Llama2 format
-    messages_to_prompt=messages_to_prompt,
-    completion_to_prompt=completion_to_prompt,
-    verbose=True,
-)
+# from llama_index.vector_stores.supabase import SupabaseVectorStore
+# import textwrap
 
-embed_model = HuggingFaceEmbedding(
-    model_name=EMBED_MODEL_NAME,
-    pooling=EMBED_POOLING,
-    device=DEVICE_TYPE,
-)
+load_dotenv()
+logger = logging.getLogger("uvicorn")
 
-prompt_helper = PromptHelper(
-    chunk_size_limit=CHUNK_SIZE_LIMIT,
-    chunk_overlap_ratio=CHUNK_OVERLAP_RATIO,
-    num_output=NUM_OUTPUT,
-)
+# use local LLM if USE_LOCAL_LLM is set to True, else use openai's API
+if os.environ.get("USE_LOCAL_LLM").lower() == "true":
+    logger.info("Using local LLM...")
+    llm = LlamaCPP(
+        model_url=LLM_MODEL_URL,
+        temperature=LLM_TEMPERATURE,
+        max_new_tokens=MAX_NEW_TOKENS,
+        context_window=CONTEXT_SIZE,
+        # kwargs to pass to __call__()
+        generate_kwargs={},
+        # kwargs to pass to __init__()
+        model_kwargs=MODEL_KWARGS,
+        # transform inputs into Llama2 format
+        messages_to_prompt=messages_to_prompt,
+        completion_to_prompt=completion_to_prompt,
+        verbose=True,
+    )
+    embed_model = HuggingFaceEmbedding(
+        model_name=EMBED_MODEL_NAME,
+        pooling=EMBED_POOLING,
+        device=DEVICE_TYPE,
+    )
 
-service_context = ServiceContext.from_defaults(
-    llm=llm,
-    embed_model=embed_model,
-    chunk_size=CHUNK_SIZE,
-    chunk_overlap=CHUNK_OVERLAP,
-    prompt_helper=prompt_helper,
-)
+    prompt_helper = PromptHelper(
+        chunk_size_limit=CHUNK_SIZE_LIMIT,
+        chunk_overlap_ratio=CHUNK_OVERLAP_RATIO,
+        num_output=NUM_OUTPUT,
+    )
+
+    service_context = ServiceContext.from_defaults(
+        llm=llm,
+        embed_model=embed_model,
+        chunk_size=CHUNK_SIZE,
+        chunk_overlap=CHUNK_OVERLAP,
+        prompt_helper=prompt_helper,
+    )
+
+    set_global_service_context(service_context)
+else:
+    logger.info("Using OpenAI's API...")
+    llm = OpenAI(
+        model="gpt-3.5-turbo",
+        temperature=0.2,
+        api_key=os.environ.get("OPENAI_API_KEY"),
+    )
+    # By default, LlamaIndex uses text-embedding-ada-002 from OpenAI
+    embed_model = OpenAIEmbedding(embed_batch_size=42)
+
+    prompt_helper = PromptHelper(
+        chunk_size_limit=CHUNK_SIZE_LIMIT,
+        chunk_overlap_ratio=CHUNK_OVERLAP_RATIO,
+        num_output=NUM_OUTPUT,
+    )
+
+    service_context = ServiceContext.from_defaults(
+        llm=llm,
+        embed_model=embed_model,
+        chunk_size=CHUNK_SIZE,
+        chunk_overlap=CHUNK_OVERLAP,
+        prompt_helper=prompt_helper,
+    )
 
-set_global_service_context(service_context)
+    set_global_service_context(service_context)
 
 
 def create_index():

From 000cb41d90ffa20d405061844d8896fcb06f7ab8 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Thu, 29 Feb 2024 16:36:56 +0800
Subject: [PATCH 03/40] Update run.py to use environment settings

---
 backend/backend/run.py | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/backend/backend/run.py b/backend/backend/run.py
index b19ed46..459c0de 100644
--- a/backend/backend/run.py
+++ b/backend/backend/run.py
@@ -1,4 +1,15 @@
+import os
+
 import uvicorn
+from dotenv import load_dotenv
+
+load_dotenv()
 
 if __name__ == "__main__":
-    uvicorn.run(app="main:app", host="0.0.0.0", reload=True)
+    environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'development' if not set
+    if environment == "dev":
+        # Run the app with the development settings to auto reload
+        uvicorn.run(app="main:app", host="0.0.0.0", reload=True)
+    if environment == "prod":
+        # Run the app with the production settings, no auto reload
+        uvicorn.run(app="main:app", host="0.0.0.0", reload=False)

From 4d3619c4333aaa66475d829e3a00064ff3a5b505 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Wed, 6 Mar 2024 21:46:42 +0800
Subject: [PATCH 04/40] Updated Context Prompt for Chat

---
 backend/backend/app/api/routers/chat.py | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/backend/backend/app/api/routers/chat.py b/backend/backend/app/api/routers/chat.py
index c1e644d..3913173 100644
--- a/backend/backend/app/api/routers/chat.py
+++ b/backend/backend/app/api/routers/chat.py
@@ -114,18 +114,23 @@ async def chat(
         chat_mode="condense_plus_context",
         memory=memory,
         context_prompt=(
-            "You are a helpful chatbot, able to have normal interactions, as well as talk"
-            " about information from documents regarding Public Sector Standard Conditions Of Contract (PSSCOC) and iCoreSpec Engineering Specification Documents."
+            "You are a helpful chatbot, able to have normal interactions, as well as answer questions"
+            " regarding information relating to the Public Sector Standard Conditions Of Contract (PSSCOC) and iCoreSpec Engineering Specification Documents.\n"
+            "All the documents are in the context of the construction industry in Singapore.\n"
             "Here are the relevant documents for the context:\n"
             "{context_str}"
-            "\nInstruction: Based on the above documents, provide a detailed answer for the user question below."
-            " If you cannot answer the question or are unsure of how to answer, inform the user that you do not know."
+            "\nInstruction: Based on the above documents, provide a detailed answer for the user question below.\n"
+            "If you cannot answer the question or are unsure of how to answer, inform the user that you do not know.\n"
+            "If you need to clarify the question, ask the user for clarification.\n"
+            "You are to provide the relevant sources of which you got the information from in the context in brackets."
         ),
     )
     response = chat_engine.stream_chat(
         message=lastMessage.content, chat_history=messages
     )
 
+    logger.info(f"Response Sources: {response.source_nodes}")
+
     # stream response
     async def event_generator():
         try:

From 5d089c4fb29716a1e3d4197675b52fcbf342a58d Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 18 Mar 2024 15:37:11 +0800
Subject: [PATCH 05/40] Updated README

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 8f11fa7..e44b83e 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ emoji: 📝
 colorFrom: blue
 colorTo: indigo
 sdk: docker
-python_version: 3.11.4
+python_version: 3.11.8
 app_port: 8000
 pinned: false
 ---
@@ -74,7 +74,7 @@ For more information, see the [DEPLOYMENT.md](./DEPLOYMENT.md).
 - [Python](https://python.org/) - Backend Server Environment
 - [FastAPI](https://fastapi.tiangolo.com/) - Backend API Web Framework
 - [LlamaIndex](https://www.llamaindex.ai/) - Data Framework for LLM
-- [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama) - LlamaIndex Application Bootstrap Tool
+- [create-llama](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama) - LlamaIndex Application Bootstrap Tool
 
 ## 📑 Contributing <a name = "contributing"></a>
 

From 3006c01fffa709cc9a22e63a18cc38139039284b Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 18 Mar 2024 15:38:44 +0800
Subject: [PATCH 06/40] Updated auth with supabase backend & working SGID info
 retrieval & session checking

---
 frontend/app/providers.tsx    |   5 +-
 frontend/auth.ts              | 107 +++++++++++++++++++++++++++++++---
 frontend/middleware.ts        |  73 +++++++++++++++++++++--
 frontend/types/next-auth.d.ts |  15 +++--
 4 files changed, 181 insertions(+), 19 deletions(-)

diff --git a/frontend/app/providers.tsx b/frontend/app/providers.tsx
index eccab54..a07bd4c 100644
--- a/frontend/app/providers.tsx
+++ b/frontend/app/providers.tsx
@@ -2,12 +2,15 @@
 
 import { NextUIProvider } from '@nextui-org/react'
 import { ThemeProvider as NextThemesProvider } from "next-themes";
+import { SessionProvider } from 'next-auth/react';
 
 export function Providers({ children }: { children: React.ReactNode }) {
     return (
         <NextUIProvider>
             <NextThemesProvider attribute="class" defaultTheme="system" enableSystem={true}>
-                {children}
+                <SessionProvider>
+                    {children}
+                </SessionProvider>
             </NextThemesProvider>
         </NextUIProvider>
     )
diff --git a/frontend/auth.ts b/frontend/auth.ts
index 59b9f5f..bbba090 100644
--- a/frontend/auth.ts
+++ b/frontend/auth.ts
@@ -1,12 +1,59 @@
 import { NextAuthOptions } from 'next-auth';
 import GoogleProvider from 'next-auth/providers/google';
-import type { GetServerSidePropsContext, NextApiRequest, NextApiResponse } from "next"
-import { getServerSession } from "next-auth"
+import type { GetServerSidePropsContext, NextApiRequest, NextApiResponse } from "next";
+import { getServerSession } from "next-auth";
+import { SupabaseAdapter } from "@auth/supabase-adapter";
+import type { Adapter } from 'next-auth/adapters';
+import jwt from "jsonwebtoken";
+import { JWE, JWK } from 'node-jose';
+
+const makeUserinfoRequest = async (context: any) => {
+    console.log('context:', context);
+    const response = await fetch("https://api.id.gov.sg/v2/oauth/userinfo", {
+        headers: {
+            Authorization: `Bearer ${context.tokens.access_token}`,
+        },
+    })
+    const profile = await response.json()
+
+    // Decrypt the encrypted profile data
+    const privateKey = process.env.SGID_PRIVATE_KEY as string;
+    const decryptedProfile = await decryptData(profile.key, profile.data, privateKey);
+
+    // Build profile object
+    let newProfile = {
+        sub: profile.sub,
+        name: decryptedProfile['myinfo.name'],
+    }
+
+    // Return the decrypted profile
+    return newProfile
+}
+
+const decryptData = async (encKey: string, block: { [s: string]: unknown; } | ArrayLike<unknown>, privateKeyPem: string | object | Buffer | JWK.RawKey) => {
+    const result: { [key: string]: string } = {};
+
+    // Decrypted encKey to get block key
+    const privateKey = await JWK.asKey(privateKeyPem, 'pem');
+    const key = await JWE.createDecrypt(privateKey).decrypt(encKey);
+
+    // Parse the block key
+    const decryptedKey = await JWK.asKey(key.plaintext, 'json');
+
+    // Decrypt data
+    for (const [key, value] of Object.entries(block)) {
+        const { plaintext } = await JWE.createDecrypt(decryptedKey).decrypt(value as string);
+        result[key] = plaintext.toString('ascii');
+    }
+
+    return result
+}
 
 // You'll need to import and pass this
 // to `NextAuth` in `app/api/auth/[...nextauth]/route.ts`
 export const config = {
     // Configure one or more authentication providers
+    debug: true,    // Enable debug messages in the console if you are having problems
     providers: [
         GoogleProvider({
             clientId: process.env.GOOGLE_CLIENT_ID as string,
@@ -23,37 +70,79 @@ export const config = {
             },
             jwks_endpoint: 'https://api.id.gov.sg/v2/.well-known/jwks.json',
             token: 'https://api.id.gov.sg/v2/oauth/token',
-            userinfo: 'https://api.id.gov.sg/v2/oauth/userinfo',
+            userinfo: {
+                url: 'https://api.id.gov.sg/v2/oauth/userinfo',
+                // The result of this method will be the input to the `profile` callback.
+                async request(context) {
+                    // context contains useful properties to help you make the request.
+                    return await makeUserinfoRequest(context)
+                }
+            },
             checks: ['pkce', 'state'],
             idToken: true,
             client: { token_endpoint_auth_method: 'client_secret_post' },
             clientId: process.env.SGID_CLIENT_ID,
             clientSecret: process.env.SGID_CLIENT_SECRET,
-            profile(profile) {
+            profile: async (profile) => {
                 return {
                     id: profile.sub,
+                    name: profile.name,
                 }
             },
         },
     ],
+    // Persist accounts and session state to Supabase
+    adapter: SupabaseAdapter({
+        url: process.env.NEXT_PUBLIC_SUPABASE_URL || '',
+        secret: process.env.SUPABASE_SERVICE_ROLE_KEY || '',
+    }) as Adapter,
     pages: {
         signIn: '/sign-in',
     },
+    session: {
+        // Choose how you want to save the user session.
+        // The default is `"jwt"`, an encrypted JWT (JWE) stored in the session cookie.
+        // If you use an `adapter` however, we default it to `"database"` instead.
+        // You can still force a JWT session by explicitly defining `"jwt"`.
+        // When using `"database"`, the session cookie will only contain a `sessionToken` value,
+        // which is used to look up the session in the database.
+        // strategy: "jwt",
+
+        // Seconds - How long until an idle session expires and is no longer valid.
+        maxAge: 30 * 24 * 60 * 60, // 30 days
+
+        // Seconds - Throttle how frequently to write to database to extend a session.
+        // Use it to limit write operations. Set to 0 to always update the database.
+        // Note: This option is ignored if using JSON Web Tokens
+        updateAge: 24 * 60 * 60, // 24 hours
+    },
     callbacks: {
         async jwt({ token, user, account, profile }) {
-            // Persist the OAuth access_token to the token right after signin
+            // Persist the OAuth access_token and or the user id to the token right after signin
             if (account) {
-                token.id_token = account.id_token
-                token.provider = account.provider
                 token.accessToken = account.access_token
+                token.id = profile?.sub
             }
             return token
         },
         async session({ session, token, user }) {
             // Send properties to the client, like an access_token from a provider.
-            session.accessToken = token.accessToken as string
+            const signingSecret = process.env.SUPABASE_JWT_SECRET
+            if (signingSecret) {
+                const payload = {
+                    aud: "authenticated",
+                    exp: Math.floor(new Date(session.expires).getTime() / 1000),
+                    sub: user.id,
+                    email: user.email,
+                    role: "authenticated",
+                }
+                session.supabaseAccessToken = jwt.sign(payload, signingSecret)
+                // session.jwt = token.jwt as string;
+                // session.id = token.id as string;
+            }
             return session
-        }
+        },
+
     }
 } satisfies NextAuthOptions
 
diff --git a/frontend/middleware.ts b/frontend/middleware.ts
index fa26b54..b525b60 100644
--- a/frontend/middleware.ts
+++ b/frontend/middleware.ts
@@ -1,10 +1,73 @@
-export { default } from "next-auth/middleware"
+// export { default } from "next-auth/middleware"
 
 // export const config = {
-//   matcher: ['/((?!api|_next/static|_next/image|favicon.ico).*)']
+//     matcher: ["/chat", "/search", "/query"] 
 // }
 
-// Ensure auth is required for all except the following paths
+// // Ensure auth is required for all except the following paths
+// export const config = {
+//     matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|api/status|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
+// };
+
+import { User } from "next-auth";
+import { NextRequest, NextResponse } from "next/server";
+import { createClient } from "@supabase/supabase-js"
+
+export const middleware = async (request: NextRequest) => {
+    const { pathname, origin } = request.nextUrl;
+    const signinPage = new URL('/sign-in', origin);
+    // add params to the signinPage URL
+    signinPage.searchParams.set('callbackUrl', pathname);
+    const session = request.cookies.get('next-auth.session-token');
+    let sessionExpired = false;
+
+    if (!session) {
+        return NextResponse.redirect(signinPage.href, { status: 302 });
+    }
+    // console.log('session:', session);
+
+    // Check the database for the session token
+    const supabase = createClient(
+        process.env.NEXT_PUBLIC_SUPABASE_URL ?? '',
+        process.env.SUPABASE_SERVICE_ROLE_KEY ?? '',
+        { db: { schema: 'next_auth' } },
+    );
+
+    const { data, error } = await supabase
+        .from('sessions')
+        .select('userId, expires')
+        .eq('sessionToken', session?.value)
+        .single();
+
+    if (!error) {
+        // console.log('data:', data);
+
+        // Check if the session is expired
+        const now = new Date().getTime();
+        const expires = new Date(data?.expires).getTime();
+        sessionExpired = expires > now ? true : false;
+
+        // Set a cookie to be used by the frontend to check if the session is expired
+        // request.cookies.set('next-auth.session-valid', true, {
+        //     httpOnly: true,
+        //     sameSite: 'lax',
+        //     secure: true,
+        //     path: '/',
+        //     maxAge: 60 * 60 * 24 * 1 // 1 day
+        // });
+    }
+    else {
+        console.error('Error fetching session from database:', error.message);
+    }
+
+    // Redirect to the sign-in page if the session is expired
+    if (pathname != "/sign-in" && !sessionExpired) {
+        return NextResponse.redirect(signinPage.href, { status: 302 });
+    }
+}
+
 export const config = {
-    matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
-};
+    matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|api/status|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
+}
+
+type session = {} | User;
\ No newline at end of file
diff --git a/frontend/types/next-auth.d.ts b/frontend/types/next-auth.d.ts
index cb6b7cb..75ffddf 100644
--- a/frontend/types/next-auth.d.ts
+++ b/frontend/types/next-auth.d.ts
@@ -1,11 +1,18 @@
 import NextAuth from 'next-auth'
 
 declare module 'next-auth' {
-    /**
-     * Returned by `useSession`, `getSession` and received as a prop on the `SessionProvider` React Context
-     */
+    // Returned by `useSession`, `getSession` and received as a prop on the `SessionProvider` React Context
     interface Session {
-        accessToken?: string
+        // A JWT which can be used as Authorization header with supabase-js for RLS.
+        supabaseAccessToken?: string
+        jwt?: string
+        id?: string
+        user: {
+            id: string
+            email: string
+            name: string
+            image: string
+        } & DefaultSession["user"]
     }
 }
 

From a04a0bdebec3378ab8645a2e6b9f5647da6e6222 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 15:47:35 +0800
Subject: [PATCH 07/40] Added proper auth checking for backend api endpoints

---
 backend/.gitignore                            |   3 +-
 backend/backend/app/api/routers/chat.py       |   3 +-
 .../backend/app/api/routers/healthcheck.py    |   6 +-
 backend/backend/app/api/routers/query.py      |   3 +-
 backend/backend/app/api/routers/search.py     |   3 +-
 backend/backend/app/utils/auth.py             | 138 ++++++++
 backend/backend/main.py                       |  10 +-
 backend/backend/run.py                        |   2 +-
 backend/example.env                           |  28 +-
 backend/poetry.lock                           | 298 +++++++++++++-----
 backend/pyproject.toml                        |   2 +
 11 files changed, 408 insertions(+), 88 deletions(-)
 create mode 100644 backend/backend/app/utils/auth.py

diff --git a/backend/.gitignore b/backend/.gitignore
index 0fb5f02..5592310 100644
--- a/backend/.gitignore
+++ b/backend/.gitignore
@@ -1,3 +1,4 @@
 __pycache__
 storage
-.env
\ No newline at end of file
+.env
+test.py
\ No newline at end of file
diff --git a/backend/backend/app/api/routers/chat.py b/backend/backend/app/api/routers/chat.py
index 3913173..7d4fdbd 100644
--- a/backend/backend/app/api/routers/chat.py
+++ b/backend/backend/app/api/routers/chat.py
@@ -11,10 +11,11 @@
 from llama_index.prompts import PromptTemplate
 from pydantic import BaseModel
 
+from backend.app.utils import auth
 from backend.app.utils.index import get_index
 from backend.app.utils.json import json_to_model
 
-chat_router = r = APIRouter()
+chat_router = r = APIRouter(dependencies=[Depends(auth.validate_user)])
 
 """
 This router is for chatbot functionality which consist of chat memory and chat engine.
diff --git a/backend/backend/app/api/routers/healthcheck.py b/backend/backend/app/api/routers/healthcheck.py
index 674b8cf..1c59326 100644
--- a/backend/backend/app/api/routers/healthcheck.py
+++ b/backend/backend/app/api/routers/healthcheck.py
@@ -1,6 +1,8 @@
-from fastapi import APIRouter, Request
+from fastapi import APIRouter, Depends, Request
 
-healthcheck_router = r = APIRouter()
+from backend.app.utils import auth
+
+healthcheck_router = r = APIRouter(dependencies=[Depends(auth.validate_user)])
 
 """
 This router is for healthcheck functionality.
diff --git a/backend/backend/app/api/routers/query.py b/backend/backend/app/api/routers/query.py
index 2defacb..3386c1f 100644
--- a/backend/backend/app/api/routers/query.py
+++ b/backend/backend/app/api/routers/query.py
@@ -8,10 +8,11 @@
 from llama_index.llms.types import MessageRole
 from pydantic import BaseModel
 
+from backend.app.utils import auth
 from backend.app.utils.index import get_index
 from backend.app.utils.json import json_to_model
 
-query_router = r = APIRouter()
+query_router = r = APIRouter(dependencies=[Depends(auth.validate_user)])
 
 """
 This router is for query functionality which consist of query engine.
diff --git a/backend/backend/app/api/routers/search.py b/backend/backend/app/api/routers/search.py
index 0c83d10..bf7efe1 100644
--- a/backend/backend/app/api/routers/search.py
+++ b/backend/backend/app/api/routers/search.py
@@ -6,9 +6,10 @@
 from llama_index.postprocessor import SimilarityPostprocessor
 from llama_index.retrievers import VectorIndexRetriever
 
+from backend.app.utils import auth
 from backend.app.utils.index import get_index
 
-search_router = r = APIRouter()
+search_router = r = APIRouter(dependencies=[Depends(auth.validate_user)])
 
 """
 This router is for search functionality which consist of query engine.
diff --git a/backend/backend/app/utils/auth.py b/backend/backend/app/utils/auth.py
new file mode 100644
index 0000000..0287b0f
--- /dev/null
+++ b/backend/backend/app/utils/auth.py
@@ -0,0 +1,138 @@
+import logging
+import os
+import time
+from typing import Dict
+
+import jwt
+from dotenv import load_dotenv
+from fastapi import HTTPException, Security
+from fastapi.security import APIKeyHeader
+from supabase import Client, ClientOptions, create_client
+
+load_dotenv()
+
+# Retrieve the API key header name from the environment
+API_AUTH_HEADER_NAME: str = os.getenv(
+    key="API_AUTH_HEADER_NAME", default="Authorization"
+)
+
+# Create an API key header instance
+API_AUTH_HEADER = APIKeyHeader(name=API_AUTH_HEADER_NAME, auto_error=False)
+
+# Retrieve the API key from the environment
+BACKEND_API_KEY: str = os.getenv(key="BACKEND_API_KEY")
+
+# Create an API key header instance
+API_KEY_HEADER = APIKeyHeader(name="X-API-Key", auto_error=False)
+
+JWT_SECRET: str = os.getenv("SUPABASE_JWT_SECRET")
+JWT_ALGORITHM = "HS256"
+
+
+def verify_jwt(jwtoken: str) -> bool:
+    """Verify the JWT token and return True if the token is valid, else return False"""
+    isTokenValid: bool = False
+
+    try:
+        payload = decodeJWT(jwtoken)
+    except Exception:
+        payload = None
+    if payload:
+        isTokenValid = True
+    return isTokenValid
+
+
+def decodeJWT(token: str) -> Dict:
+    """Decode the JWT token and return the payload if the token is valid, else return None"""
+    try:
+        decoded_token = jwt.decode(
+            token, JWT_SECRET, algorithms=[JWT_ALGORITHM], options={"verify_aud": False}
+        )
+        return decoded_token if decoded_token["exp"] >= time.time() else None
+    except Exception:
+        return None
+
+
+def get_user_from_JWT(token: str):
+    """Get the user id from the JWT token and return True if the user exists, else return False"""
+    supabase_url: str = os.environ.get("SUPABASE_URL")
+    supabase_key: str = os.environ.get("SUPABASE_ANON_KEY")
+
+    supabase: Client = create_client(
+        supabase_url=supabase_url,
+        supabase_key=supabase_key,
+        options=ClientOptions(
+            postgrest_client_timeout=10,
+            storage_client_timeout=10,
+        ),
+    )
+
+    payload = decodeJWT(token)
+    user_id = payload["sub"]
+
+    if user_id is not None:
+        # Try to get the user from the database using the user_id
+        response = supabase.table("users").select("*").eq("id", user_id).execute()
+        # print(response.data)
+        if len(response.data) == 0:
+            return False
+        return True
+    return False
+
+
+async def validate_user(
+    auth_token: str = Security(dependency=API_AUTH_HEADER),
+    api_key: str = Security(dependency=API_KEY_HEADER),
+):
+    try:
+        logger = logging.getLogger("uvicorn")
+        # logger.debug(f"Auth Token: {auth_token} | API Key: {api_key}")
+        if auth_token is not None or api_key is not None:
+            # If the access token is empty, use the 'X-API-Key' from the header
+            if auth_token is None:
+                # Access the 'X-API-Key' header directly
+                if BACKEND_API_KEY is None:
+                    raise ValueError("Backend API key is not set in Backend Service!")
+                # If the 'X-API-Key' does not match the backend API key, raise an error
+                if api_key != BACKEND_API_KEY:
+                    raise ValueError(
+                        "Invalid API key provided in the 'X-API-Key' header!"
+                    )
+                else:
+                    logger.info("Validated API key successfully!")
+                    return None
+            else:
+                auth_token = (
+                    auth_token.strip()
+                )  # Remove leading and trailing whitespaces
+                isBearer = auth_token.startswith(
+                    "Bearer"
+                )  # Check if the token starts with 'Bearer'
+                jwtoken = auth_token.split("Bearer ")[
+                    1
+                ]  # Extract the token from the 'Bearer' string
+                if JWT_SECRET is None:
+                    raise ValueError(
+                        "Supabase JWT Secret is not set in Backend Service!"
+                    )
+                if not isBearer:
+                    return (
+                        "Invalid token scheme. Please use the format 'Bearer [token]'"
+                    )
+                # Verify the JWT token is valid
+                if verify_jwt(jwtoken=jwtoken) is None:
+                    return "Invalid token. Please provide a valid token."
+                # Check if the user exists in the database
+                if get_user_from_JWT(token=jwtoken):
+                    logger.info("Validated User's Auth Token successfully!")
+                    return None
+                else:
+                    raise ValueError("User does not exist in the database!")
+        else:
+            raise ValueError(
+                "Either Access token [Authorization] or API key [X-API-Key] needed!"
+            )
+    except Exception as e:
+        logger = logging.getLogger("uvicorn")
+        logger.error(f"Error validating Auth Token / API key: {e}")
+        raise HTTPException(status_code=401, detail=f"Unauthorized - {e}")
diff --git a/backend/backend/main.py b/backend/backend/main.py
index ad432a5..dcf4ee7 100644
--- a/backend/backend/main.py
+++ b/backend/backend/main.py
@@ -17,13 +17,15 @@
 
 app = FastAPI()
 
-environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'development' if not set
+environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'dev' if not set
 
 # Add allowed origins from environment variables
 allowed_origins = os.getenv("ALLOWED_ORIGINS", "*")
 
 if environment == "dev":
+    # In development, allow all origins, methods, and headers
     logger = logging.getLogger("uvicorn")
+    logger.level = logging.DEBUG
     logger.warning("Running in development mode - allowing CORS for all origins")
     app.add_middleware(
         middleware_class=CORSMiddleware,
@@ -36,8 +38,9 @@
 if environment == "prod":
     # In production, specify the allowed origins
     allowed_origins = allowed_origins.split(",") if allowed_origins != "*" else ["*"]
-
+    # Set the logger level to INFO
     logger = logging.getLogger("uvicorn")
+    logger.level = logging.INFO
     logger.info(f"Running in production mode - allowing CORS for {allowed_origins}")
     app.add_middleware(
         middleware_class=CORSMiddleware,
@@ -49,6 +52,9 @@
 
 logger.info(f"CUDA available: {is_cuda_available()}")
 
+# Set logger for httpx to WARNING
+logging.getLogger("httpx").setLevel(logging.WARNING)
+
 app.include_router(chat_router, prefix="/api/chat")
 app.include_router(query_router, prefix="/api/query")
 app.include_router(search_router, prefix="/api/search")
diff --git a/backend/backend/run.py b/backend/backend/run.py
index 459c0de..f18366e 100644
--- a/backend/backend/run.py
+++ b/backend/backend/run.py
@@ -6,7 +6,7 @@
 load_dotenv()
 
 if __name__ == "__main__":
-    environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'development' if not set
+    environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'dev' if not set
     if environment == "dev":
         # Run the app with the development settings to auto reload
         uvicorn.run(app="main:app", host="0.0.0.0", reload=True)
diff --git a/backend/example.env b/backend/example.env
index 73f9e7f..b0c5409 100644
--- a/backend/example.env
+++ b/backend/example.env
@@ -1 +1,27 @@
-ALLOWED_ORIGINS=http://localhost:3000
\ No newline at end of file
+# Setting up the environment
+
+# Specify to start uvicorn app in dev or prod mode. default is dev if not set [prod|dev]
+ENVIRONMENT=prod
+
+# Allowed origins for CORS in production, separated by comma, no spaces
+ALLOWED_ORIGINS=http://localhost:3000,https://smart-retrieval-demo.vercel.app
+
+# Use Local LLM [true|false]
+USE_LOCAL_LLM=true
+
+# Use Local Vector Store [true|false]
+USE_LOCAL_VECTOR_STORE=true
+
+# OpenAI API Key
+OPENAI_API_KEY=sk-YourOpenAIKey
+
+# Backend API Authorization
+API_AUTH_HEADER_NAME=Authorization
+# Ensure this key is the same in the frontend app environment
+# https://generate-random.org/api-key-generator?count=1&length=128&type=mixed-numbers&prefix=sr-
+BACKEND_API_KEY=sr-SomeRandomKey
+
+# Supabase Settings
+SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
+SUPABASE_ANON_KEY=YourSupabaseAnonKey
+SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
\ No newline at end of file
diff --git a/backend/poetry.lock b/backend/poetry.lock
index aa63c58..2805f18 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -349,6 +349,20 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
+name = "deprecation"
+version = "2.1.0"
+description = "A library to handle automated deprecations"
+optional = false
+python-versions = "*"
+files = [
+    {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
+    {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
+]
+
+[package.dependencies]
+packaging = "*"
+
 [[package]]
 name = "dirtyjson"
 version = "1.0.8"
@@ -581,6 +595,21 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "gotrue"
+version = "2.4.1"
+description = "Python Client Library for GoTrue"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "gotrue-2.4.1-py3-none-any.whl", hash = "sha256:9647bb7a585c969d26667df21168fa20b18f91c5d6afe286af08d7a0610fd2cc"},
+    {file = "gotrue-2.4.1.tar.gz", hash = "sha256:8b260ef285f45a3a2f9b5a006f12afb9fad7a36a28fa277f19e733f22eb88584"},
+]
+
+[package.dependencies]
+httpx = ">=0.23,<0.26"
+pydantic = ">=1.10,<3"
+
 [[package]]
 name = "greenlet"
 version = "3.0.3"
@@ -734,13 +763,13 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.25.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.27.0-py3-none-any.whl", hash = "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5"},
-    {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
+    {file = "httpx-0.25.2-py3-none-any.whl", hash = "sha256:a05d3d052d9b2dfce0e3896636467f8a5342fb2b902c819428e1ac65413ca118"},
+    {file = "httpx-0.25.2.tar.gz", hash = "sha256:8b8fcaa0c8ea7b05edd69a094e63a2094c4efcb48129fb757361bc423c0ad9e8"},
 ]
 
 [package.dependencies]
@@ -1576,6 +1605,23 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "postgrest"
+version = "0.16.1"
+description = "PostgREST client for Python. This library provides an ORM interface to PostgREST."
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "postgrest-0.16.1-py3-none-any.whl", hash = "sha256:412ec6bf61c58f38c92b6b61f57ab50e25c73ca9ef415a6f56ed9cf5429614cb"},
+    {file = "postgrest-0.16.1.tar.gz", hash = "sha256:d955824d37e7123a8313cbf10c8e0a8d42418fcb942cd8e1526e8509fb71574d"},
+]
+
+[package.dependencies]
+deprecation = ">=2.1.0,<3.0.0"
+httpx = ">=0.24,<0.26"
+pydantic = ">=1.9,<3.0"
+strenum = ">=0.4.9,<0.5.0"
+
 [[package]]
 name = "pycodestyle"
 version = "2.11.1"
@@ -1708,6 +1754,23 @@ files = [
     {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"},
 ]
 
+[[package]]
+name = "pyjwt"
+version = "2.8.0"
+description = "JSON Web Token implementation in Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"},
+    {file = "PyJWT-2.8.0.tar.gz", hash = "sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de"},
+]
+
+[package.extras]
+crypto = ["cryptography (>=3.4.0)"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
+
 [[package]]
 name = "pypdf"
 version = "3.17.4"
@@ -1867,6 +1930,22 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "realtime"
+version = "1.0.2"
+description = ""
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "realtime-1.0.2-py3-none-any.whl", hash = "sha256:8f8375199fd917cd0ded818702321f91b208ab72794ade0a33cee9d55ae30f11"},
+    {file = "realtime-1.0.2.tar.gz", hash = "sha256:776170a4329edc869b91e104c554cda02c8bf8e052cbb93c377e22482870959c"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.8.1,<3.0.0"
+typing-extensions = ">=4.2.0,<5.0.0"
+websockets = ">=11.0,<12.0"
+
 [[package]]
 name = "regex"
 version = "2023.12.25"
@@ -2248,6 +2327,71 @@ anyio = ">=3.4.0,<5"
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
 
+[[package]]
+name = "storage3"
+version = "0.7.3"
+description = "Supabase Storage client for Python."
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "storage3-0.7.3-py3-none-any.whl", hash = "sha256:dc6a59da801ee6fc00015da4967ac0b5c3e5508d31ffd796f0e4c83957e5c6a0"},
+    {file = "storage3-0.7.3.tar.gz", hash = "sha256:943c31de4a7c7490ad7960d963a6b410979ebd0e1b3d320d76cb61564ab0b528"},
+]
+
+[package.dependencies]
+httpx = ">=0.24,<0.26"
+python-dateutil = ">=2.8.2,<3.0.0"
+typing-extensions = ">=4.2.0,<5.0.0"
+
+[[package]]
+name = "strenum"
+version = "0.4.15"
+description = "An Enum that inherits from str."
+optional = false
+python-versions = "*"
+files = [
+    {file = "StrEnum-0.4.15-py3-none-any.whl", hash = "sha256:a30cda4af7cc6b5bf52c8055bc4bf4b2b6b14a93b574626da33df53cf7740659"},
+    {file = "StrEnum-0.4.15.tar.gz", hash = "sha256:878fb5ab705442070e4dd1929bb5e2249511c0bcf2b0eeacf3bcd80875c82eff"},
+]
+
+[package.extras]
+docs = ["myst-parser[linkify]", "sphinx", "sphinx-rtd-theme"]
+release = ["twine"]
+test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
+
+[[package]]
+name = "supabase"
+version = "2.4.0"
+description = "Supabase client for Python."
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "supabase-2.4.0-py3-none-any.whl", hash = "sha256:f2f02b0e7903247ef9e2b3cb5dde067924a19a068f1c8befbdf40fb091bf8dd3"},
+    {file = "supabase-2.4.0.tar.gz", hash = "sha256:d51556d3884f2e6f4588c33f1fcac954d4304238253bc35e9a87fdd22c43bafb"},
+]
+
+[package.dependencies]
+gotrue = ">=1.3,<3.0"
+httpx = ">=0.24,<0.26"
+postgrest = ">=0.10.8,<0.17.0"
+realtime = ">=1.0.0,<2.0.0"
+storage3 = ">=0.5.3,<0.8.0"
+supafunc = ">=0.3.1,<0.4.0"
+
+[[package]]
+name = "supafunc"
+version = "0.3.3"
+description = "Library for Supabase Functions"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "supafunc-0.3.3-py3-none-any.whl", hash = "sha256:8260b4742335932f9cab64c8f66fb6998681b7e8ca7a46b559a4eb640cc0af80"},
+    {file = "supafunc-0.3.3.tar.gz", hash = "sha256:c35897a2f40465b40d7a08ae11f872f08eb8d1390c3ebc72c80e27d33ba91b99"},
+]
+
+[package.dependencies]
+httpx = ">=0.24,<0.26"
+
 [[package]]
 name = "sympy"
 version = "1.12"
@@ -2844,83 +2988,81 @@ anyio = ">=3.0.0"
 
 [[package]]
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+version = "11.0.3"
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+    {file = "websockets-11.0.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:df41b9bc27c2c25b486bae7cf42fccdc52ff181c8c387bfd026624a491c2671b"},
+    {file = "websockets-11.0.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:279e5de4671e79a9ac877427f4ac4ce93751b8823f276b681d04b2156713b9dd"},
+    {file = "websockets-11.0.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:1fdf26fa8a6a592f8f9235285b8affa72748dc12e964a5518c6c5e8f916716f7"},
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+    {file = "websockets-11.0.3-cp39-cp39-win32.whl", hash = "sha256:c7f3cb904cce8e1be667c7e6fef4516b98d1a6a0635a58a57528d577ac18a128"},
+    {file = "websockets-11.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:c792ea4eabc0159535608fc5658a74d1a81020eb35195dd63214dcf07556f67e"},
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+    {file = "websockets-11.0.3-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:de36fe9c02995c7e6ae6efe2e205816f5f00c22fd1fbf343d4d18c3d5ceac2f5"},
+    {file = "websockets-11.0.3-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0ac56b661e60edd453585f4bd68eb6a29ae25b5184fd5ba51e97652580458998"},
+    {file = "websockets-11.0.3-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e052b8467dd07d4943936009f46ae5ce7b908ddcac3fda581656b1b19c083d9b"},
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+    {file = "websockets-11.0.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8531fdcad636d82c517b26a448dcfe62f720e1922b33c81ce695d0edb91eb931"},
+    {file = "websockets-11.0.3-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c114e8da9b475739dde229fd3bc6b05a6537a88a578358bc8eb29b4030fac9c9"},
+    {file = "websockets-11.0.3-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e063b1865974611313a3849d43f2c3f5368093691349cf3c7c8f8f75ad7cb280"},
+    {file = "websockets-11.0.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:92b2065d642bf8c0a82d59e59053dd2fdde64d4ed44efe4870fa816c1232647b"},
+    {file = "websockets-11.0.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0ee68fe502f9031f19d495dae2c268830df2760c0524cbac5d759921ba8c8e82"},
+    {file = "websockets-11.0.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dcacf2c7a6c3a84e720d1bb2b543c675bf6c40e460300b628bab1b1efc7c034c"},
+    {file = "websockets-11.0.3-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b67c6f5e5a401fc56394f191f00f9b3811fe843ee93f4a70df3c389d1adf857d"},
+    {file = "websockets-11.0.3-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d5023a4b6a5b183dc838808087033ec5df77580485fc533e7dab2567851b0a4"},
+    {file = "websockets-11.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:ed058398f55163a79bb9f06a90ef9ccc063b204bb346c4de78efc5d15abfe602"},
+    {file = "websockets-11.0.3-py3-none-any.whl", hash = "sha256:6681ba9e7f8f3b19440921e99efbb40fc89f26cd71bf539e45d8c8a25c976dc6"},
+    {file = "websockets-11.0.3.tar.gz", hash = "sha256:88fc51d9a26b10fc331be344f1781224a375b78488fc343620184e95a4b27016"},
 ]
 
 [[package]]
@@ -3108,4 +3250,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11,<3.12"
-content-hash = "8f5faa76a4729efe1e76ed3724e43ba837ef11e5e63bd0078a97eadf097b057e"
+content-hash = "2135e7c850a1e8bbb9ab7516877db77bd658674b89474eb403b26b26242cd6a5"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index e3b9801..7288f90 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -17,6 +17,8 @@ llama-cpp-python = "^0.2.52"
 transformers = "^4.38.1"
 docx2txt = "^0.8"
 doc2docx = "^0.2.4"
+supabase = "^2.4.0"
+pyjwt = "^2.8.0"
 
 [tool.poetry.group.dev]
 optional = true

From 7ec1cd0a1e03bc44822b61086d34e5278a27b9d3 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:03:47 +0800
Subject: [PATCH 08/40] Updated frontend functions to pass AccessToken in
 request header

---
 frontend/app/api/status/route.ts              | 28 ++++++
 frontend/app/components/chat-section.tsx      | 11 ++-
 frontend/app/components/footer.tsx            |  6 +-
 frontend/app/components/header.tsx            | 66 ++++++++++++--
 frontend/app/components/query-section.tsx     | 10 +-
 frontend/app/components/ui/mobilemenu.tsx     |  2 +-
 frontend/app/components/ui/navlink.tsx        |  5 +-
 .../app/components/ui/search/useSearch.tsx    |  8 ++
 frontend/app/status/page.tsx                  | 13 ++-
 frontend/auth.ts                              |  5 +-
 frontend/middleware.ts                        | 91 ++++++++++---------
 11 files changed, 179 insertions(+), 66 deletions(-)
 create mode 100644 frontend/app/api/status/route.ts

diff --git a/frontend/app/api/status/route.ts b/frontend/app/api/status/route.ts
new file mode 100644
index 0000000..e924262
--- /dev/null
+++ b/frontend/app/api/status/route.ts
@@ -0,0 +1,28 @@
+export async function GET(request: Request) {
+    const healthcheck_api = process.env.NEXT_PUBLIC_HEALTHCHECK_API as string;
+
+    // Retrieve the session token from the request headers
+    let session = request.headers.get('Authorization');
+
+    console.log('Status API - headers:', request.headers);
+
+    // Public API key
+    let api_key = null;
+
+    // If no session, use the public API key
+    if (!session) {
+        api_key = process.env.BACKEND_API_KEY as string;
+    }
+
+    const res = await fetch(healthcheck_api, {
+        signal: AbortSignal.timeout(5000), // Abort the request if it takes longer than 5 seconds
+        headers: {
+            'Content-Type': 'application/json',
+            'Authorization': session,
+            'X-API-Key': api_key,
+        } as any,
+    })
+    const data = await res.json()
+
+    return Response.json({ data })
+}
\ No newline at end of file
diff --git a/frontend/app/components/chat-section.tsx b/frontend/app/components/chat-section.tsx
index 8d948cf..f017f78 100644
--- a/frontend/app/components/chat-section.tsx
+++ b/frontend/app/components/chat-section.tsx
@@ -3,8 +3,11 @@
 import { useChat } from "ai/react";
 import { ChatInput, ChatMessages } from "@/app/components/ui/chat";
 import AutofillQuestion from "@/app/components/ui/autofill-prompt/autofill-prompt-dialog";
+import { useSession } from "next-auth/react";
 
 export default function ChatSection() {
+  const { data: session } = useSession();
+  const supabaseAccessToken = session?.supabaseAccessToken;
   const {
     messages,
     input,
@@ -13,7 +16,13 @@ export default function ChatSection() {
     handleInputChange,
     reload,
     stop,
-  } = useChat({ api: process.env.NEXT_PUBLIC_CHAT_API });
+  } = useChat({
+    api: process.env.NEXT_PUBLIC_CHAT_API,
+    // Add the access token to the request headers
+    headers: {
+      'Authorization': `Bearer ${supabaseAccessToken}`,
+    }
+  });
 
   return (
     <div className="space-y-4 max-w-5xl w-full relative">
diff --git a/frontend/app/components/footer.tsx b/frontend/app/components/footer.tsx
index 7df23ce..2b8f1bc 100644
--- a/frontend/app/components/footer.tsx
+++ b/frontend/app/components/footer.tsx
@@ -14,19 +14,19 @@ export default function Footer() {
                     </p>
                 </div>
                 <div className="flex items-center mt-2 gap-4">
-                    <FooterNavLink href="https://github.com/digitalbuiltenvironment/Smart-Retrieval/" target="_blank">
+                    <FooterNavLink href="https://github.com/digitalbuiltenvironment/Smart-Retrieval/" title="Github" target="_blank">
                         <div className="text-sm text-center underline">
                             <IconGitHub className="h-5 w-5 inline mr-2 mb-1" />
                             Github
                         </div>
                     </FooterNavLink>
-                    <FooterNavLink href="/terms-of-service">
+                    <FooterNavLink href="/terms-of-service" title="Terms Of Service">
                         <div className="text-sm text-center underline">
                             <Text className="h-5 w-5 inline mr-2 mb-1" />
                             Terms of Service
                         </div>
                     </FooterNavLink>
-                    <FooterNavLink href="/privacy-policy">
+                    <FooterNavLink href="/privacy-policy" title="Privacy Policy">
                         <div className="text-sm text-center underline">
                             <Cookie className="h-5 w-5 inline mr-2 mb-1" />
                             Privacy Policy
diff --git a/frontend/app/components/header.tsx b/frontend/app/components/header.tsx
index b1c5a3e..5369d6a 100644
--- a/frontend/app/components/header.tsx
+++ b/frontend/app/components/header.tsx
@@ -1,7 +1,7 @@
 "use client";
 
 import Image from 'next/image';
-import { Home, InfoIcon, MessageCircle, Search, FileQuestion, Menu, X } from 'lucide-react';
+import { Home, InfoIcon, MessageCircle, Search, FileQuestion, Menu, X, User2, LogOut, LogIn } from 'lucide-react';
 import { useTheme } from "next-themes";
 import { useEffect, useState } from "react";
 import { useMedia } from 'react-use';
@@ -9,7 +9,8 @@ import useSWR from 'swr';
 import logo from '@/public/smart-retrieval-logo.webp';
 import { HeaderNavLink } from '@/app/components/ui/navlink';
 import { MobileMenu } from '@/app/components/ui/mobilemenu';
-import { IconSpinner } from '@/app/components/ui/icons'
+import { IconSpinner } from '@/app/components/ui/icons';
+import { useSession, signOut } from 'next-auth/react';
 
 const MobileMenuItems = [
   {
@@ -43,13 +44,21 @@ export default function Header() {
   const isLargeScreen = useMedia('(min-width: 1024px)', false);
   const [mounted, setMounted] = useState(false);
   const { theme, setTheme } = useTheme();
+  // Get user session for conditional rendering of user profile and logout buttons and for fetching the API status
+  const { data: session, status } = useSession();
+  // console.log('session:', session, 'status:', status);
+  const supabaseAccessToken = session?.supabaseAccessToken;
   // Use SWR for API status fetching
-  const healthcheck_api = process.env.NEXT_PUBLIC_HEALTHCHECK_API;
+  const healthcheck_api = "/api/status";
   const { data, error: apiError, isLoading } = useSWR(healthcheck_api, async (url) => {
     try {
       // Fetch the data
       const response = await fetch(url, {
         signal: AbortSignal.timeout(5000), // Abort the request if it takes longer than 5 seconds
+        // Add the access token to the request headers
+        headers: {
+          'Authorization': `Bearer ${supabaseAccessToken}`,
+        }
       });
       if (!response.ok) {
         throw new Error(response.statusText || 'Unknown Error');
@@ -74,6 +83,7 @@ export default function Header() {
     }
   }
 
+
   useEffect(() => {
     setMounted(true);
   }, []);
@@ -135,31 +145,31 @@ export default function Header() {
             </button>
           </div>
           <div className={`hidden items-center gap-4 lg:flex`}>
-            <HeaderNavLink href="/">
+            <HeaderNavLink href="/" title='Home'>
               <div className="flex items-center transition duration-300 ease-in-out transform hover:scale-125">
                 <Home className="mr-1 h-4 w-4" />
                 Home
               </div>
             </HeaderNavLink>
-            <HeaderNavLink href="/about">
+            <HeaderNavLink href="/about" title='About Us'>
               <div className="flex items-center transition duration-300 ease-in-out transform hover:scale-125">
                 <InfoIcon className="mr-1 h-4 w-4" />
                 About
               </div>
             </HeaderNavLink>
-            <HeaderNavLink href="/chat">
+            <HeaderNavLink href="/chat" title='Chat'>
               <div className="flex items-center transition duration-300 ease-in-out transform hover:scale-125">
                 <MessageCircle className="mr-1 h-4 w-4" />
                 Chat
               </div>
             </HeaderNavLink>
-            <HeaderNavLink href="/query">
+            <HeaderNavLink href="/query" title='Q&A'>
               <div className="flex items-center transition duration-300 ease-in-out transform hover:scale-125">
                 <FileQuestion className="mr-1 h-4 w-4" />
                 Q&A
               </div>
             </HeaderNavLink>
-            <HeaderNavLink href="/search">
+            <HeaderNavLink href="/search" title='Search'>
               <div className="flex items-center transition duration-300 ease-in-out transform hover:scale-125">
                 <Search className="mr-1 h-4 w-4" />
                 Search
@@ -169,7 +179,7 @@ export default function Header() {
           <div className="flex items-center ml-auto">
             {/* Status Page Button/Indicator */}
             <span className='flex items-center mr-1'>API:</span>
-            <HeaderNavLink href='/status'>
+            <HeaderNavLink href='/status' title='API Status'>
               <div className="flex items-center mr-2 text-xl transition duration-300 ease-in-out transform hover:scale-125">
                 {isLoading ? (
                   <IconSpinner className="mr-2 animate-spin" />
@@ -201,8 +211,46 @@ export default function Header() {
                 </span>
               )}
             </button>
+
+            <span className="lg:text-lg font-nunito ml-2 mr-2"> </span>
+
+            {/* Conditionally render the user profile and logout buttons based on the user's authentication status */}
+            {status === 'loading' ? (
+              <div className="flex items-center ml-2 mr-2 text-xl transition duration-300 ease-in-out transform hover:scale-125">
+                <IconSpinner className="mr-2 animate-spin" />
+              </div>
+            ) : session ? (
+              <>
+                {/* User Profile Button */}
+                <HeaderNavLink href="/profile" title='Profile'>
+                  <div className="flex items-center ml-2 mr-2 text-xl transition duration-300 ease-in-out transform hover:scale-125">
+                    <User2 className="mr-1 h-5 w-5" />
+                  </div>
+                </HeaderNavLink>
+
+                {/* Sign Out Button */}
+                <button title='Sign Out'
+                  onClick={
+                    async () => {
+                      await signOut();
+                    }
+                  }>
+                  <div className="flex items-center ml-2 text-xl transition duration-300 ease-in-out transform hover:scale-125">
+                    <LogOut className="mr-1 h-5 w-5" />
+                  </div>
+                </button>
+              </>
+            ) : (
+              <HeaderNavLink href="/sign-in" title='Sign In'>
+                <div className="flex items-center ml-2 transition duration-300 ease-in-out transform hover:scale-125">
+                  <LogIn className="mr-1 h-5 w-5" />
+                  Sign In
+                </div>
+              </HeaderNavLink>
+            )}
           </div>
         </div >
+
         {/* Mobile menu component */}
         < MobileMenu isOpen={isMobileMenuOpen} onClose={() => setMobileMenuOpen(false)
         } logoSrc={logo} items={MobileMenuItems} />
diff --git a/frontend/app/components/query-section.tsx b/frontend/app/components/query-section.tsx
index b9615ce..55d7f5e 100644
--- a/frontend/app/components/query-section.tsx
+++ b/frontend/app/components/query-section.tsx
@@ -3,8 +3,10 @@
 import { useChat } from "ai/react";
 import { ChatInput, ChatMessages } from "@/app/components/ui/chat";
 import AutofillQuestion from "@/app/components/ui/autofill-prompt/autofill-prompt-dialog";
+import { useSession } from "next-auth/react";
 
 export default function QuerySection() {
+    const { data: session } = useSession();
     const {
         messages,
         input,
@@ -13,7 +15,13 @@ export default function QuerySection() {
         handleInputChange,
         reload,
         stop,
-    } = useChat({ api: process.env.NEXT_PUBLIC_QUERY_API });
+    } = useChat({ 
+        api: process.env.NEXT_PUBLIC_QUERY_API,
+        // Add the access token to the request headers
+        headers: {
+            'Authorization': `Bearer ${session?.supabaseAccessToken}`,
+        }
+    });
 
     return (
         <div className="space-y-4 max-w-5xl w-full">
diff --git a/frontend/app/components/ui/mobilemenu.tsx b/frontend/app/components/ui/mobilemenu.tsx
index 97e38ad..8f9ff32 100644
--- a/frontend/app/components/ui/mobilemenu.tsx
+++ b/frontend/app/components/ui/mobilemenu.tsx
@@ -70,7 +70,7 @@ const MobileMenu: React.FC<MobileMenuProps> = ({ isOpen, onClose, logoSrc, items
                 {/* Mobile menu content */}
                 <div className="w-64 p-4 rounded-r-md">
                     {items.map((item, index) => (
-                        <HeaderNavLink key={index} href={item.href} onClick={onClose}>
+                        <HeaderNavLink key={index} href={item.href} title={item.label} onClick={onClose}>
                             <div className="flex items-center mb-4">
                                 {item.icon}
                                 {item.label}
diff --git a/frontend/app/components/ui/navlink.tsx b/frontend/app/components/ui/navlink.tsx
index 59efbae..759a736 100644
--- a/frontend/app/components/ui/navlink.tsx
+++ b/frontend/app/components/ui/navlink.tsx
@@ -5,12 +5,13 @@ import Link from 'next/link';
 
 export interface NavLinkProps {
     href: string;
+    title: string;
     children: React.ReactNode;
     onClick?: () => void; // Include onClick as an optional prop
     target?: string;
 }
 
-const HeaderNavLink: React.FC<NavLinkProps> = ({ href, children, onClick }) => {
+const HeaderNavLink: React.FC<NavLinkProps> = ({ href, title, children, onClick }) => {
     // Use the useRouter hook to get information about the current route
     const pathname = usePathname();
 
@@ -24,7 +25,7 @@ const HeaderNavLink: React.FC<NavLinkProps> = ({ href, children, onClick }) => {
     };
 
     return (
-        <Link href={href} passHref>
+        <Link href={href} passHref title={title}>
             {/* Add a class to highlight the active tab */}
             <div className={`flex items-center font-bold ${isActive ? 'text-blue-500' : ''}`} onClick={handleClick}>
                 {children}
diff --git a/frontend/app/components/ui/search/useSearch.tsx b/frontend/app/components/ui/search/useSearch.tsx
index 67cb88a..f79e984 100644
--- a/frontend/app/components/ui/search/useSearch.tsx
+++ b/frontend/app/components/ui/search/useSearch.tsx
@@ -2,6 +2,7 @@
 
 import { useState, useEffect } from "react";
 import { SearchResult } from "@/app/components/ui/search/search.interface";
+import { useSession } from 'next-auth/react';
 
 interface UseSearchResult {
     searchResults: SearchResult[];
@@ -15,6 +16,9 @@ const useSearch = (): UseSearchResult => {
     const [searchResults, setSearchResults] = useState<SearchResult[]>([]);
     const [isLoading, setIsLoading] = useState(false);
     const [isSearchButtonPressed, setIsSearchButtonPressed] = useState(false);
+    const { data: session, status } = useSession();
+    // console.log('session:', session, 'status:', status);
+    const supabaseAccessToken = session?.supabaseAccessToken;
 
     const handleSearch = async (query: string): Promise<void> => {
         setIsSearchButtonPressed(isSearchButtonPressed);
@@ -38,6 +42,10 @@ const useSearch = (): UseSearchResult => {
             }
             const response = await fetch(`${search_api}?query=${query}`, {
                 signal: AbortSignal.timeout(120000), // Abort the request if it takes longer than 120 seconds
+                // Add the access token to the request headers
+                headers: {
+                    'Authorization': `Bearer ${supabaseAccessToken}`,
+                }
             });
             const data = await response.json();
             setSearchResults(data);
diff --git a/frontend/app/status/page.tsx b/frontend/app/status/page.tsx
index 751de1e..f12602c 100644
--- a/frontend/app/status/page.tsx
+++ b/frontend/app/status/page.tsx
@@ -3,18 +3,27 @@
 import useSWR from 'swr';
 import { Button } from "@nextui-org/react";
 import { IconSpinner } from '@/app/components/ui/icons';
+import { useSession } from 'next-auth/react';
 
 // Define the API endpoint
-const healthcheck_api = process.env.NEXT_PUBLIC_HEALTHCHECK_API;
+const healthcheck_api = "/api/status";
 
 const StatusPage = () => {
+  const { data: session, status } = useSession();
+  const supabaseAccessToken = session?.supabaseAccessToken;
+  // console.log('supabaseAccessToken:', supabaseAccessToken);
+
   // Use SWR hook to fetch data with caching and revalidation
   const { data, error, isValidating, mutate } = useSWR(healthcheck_api, async (url) => {
     try {
       // Fetch the data
       const response = await fetch(url, {
         signal: AbortSignal.timeout(5000), // Abort the request if it takes longer than 5 seconds
-        });
+        // Add the access token to the request headers
+        headers: {
+          'Authorization': `Bearer ${supabaseAccessToken}`,
+        }
+      });
       if (!response.ok) {
         throw new Error(response.statusText || 'Unknown Error');
       }
diff --git a/frontend/auth.ts b/frontend/auth.ts
index bbba090..3dcb2bb 100644
--- a/frontend/auth.ts
+++ b/frontend/auth.ts
@@ -53,7 +53,8 @@ const decryptData = async (encKey: string, block: { [s: string]: unknown; } | Ar
 // to `NextAuth` in `app/api/auth/[...nextauth]/route.ts`
 export const config = {
     // Configure one or more authentication providers
-    debug: true,    // Enable debug messages in the console if you are having problems
+    // Enable debug messages if running in development
+    debug: process.env.NODE_ENV === 'development',
     providers: [
         GoogleProvider({
             clientId: process.env.GOOGLE_CLIENT_ID as string,
@@ -133,7 +134,7 @@ export const config = {
                     aud: "authenticated",
                     exp: Math.floor(new Date(session.expires).getTime() / 1000),
                     sub: user.id,
-                    email: user.email,
+                    // email: user.email,
                     role: "authenticated",
                 }
                 session.supabaseAccessToken = jwt.sign(payload, signingSecret)
diff --git a/frontend/middleware.ts b/frontend/middleware.ts
index b525b60..ad8ab4b 100644
--- a/frontend/middleware.ts
+++ b/frontend/middleware.ts
@@ -1,14 +1,3 @@
-// export { default } from "next-auth/middleware"
-
-// export const config = {
-//     matcher: ["/chat", "/search", "/query"] 
-// }
-
-// // Ensure auth is required for all except the following paths
-// export const config = {
-//     matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|api/status|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
-// };
-
 import { User } from "next-auth";
 import { NextRequest, NextResponse } from "next/server";
 import { createClient } from "@supabase/supabase-js"
@@ -16,58 +5,70 @@ import { createClient } from "@supabase/supabase-js"
 export const middleware = async (request: NextRequest) => {
     const { pathname, origin } = request.nextUrl;
     const signinPage = new URL('/sign-in', origin);
-    // add params to the signinPage URL
+    // Add callbackUrl params to the signinPage URL
     signinPage.searchParams.set('callbackUrl', pathname);
+    // Retrieve the session token from the request cookies
     const session = request.cookies.get('next-auth.session-token');
-    let sessionExpired = false;
 
-    if (!session) {
-        return NextResponse.redirect(signinPage.href, { status: 302 });
-    }
-    // console.log('session:', session);
+    if (session) {
+        // console.log('session:', session);
 
-    // Check the database for the session token
-    const supabase = createClient(
-        process.env.NEXT_PUBLIC_SUPABASE_URL ?? '',
-        process.env.SUPABASE_SERVICE_ROLE_KEY ?? '',
-        { db: { schema: 'next_auth' } },
-    );
+        // Check the database for the session token
+        const supabase = createClient(
+            process.env.NEXT_PUBLIC_SUPABASE_URL ?? '',
+            process.env.SUPABASE_SERVICE_ROLE_KEY ?? '',
+            { db: { schema: 'next_auth' } },
+        );
 
-    const { data, error } = await supabase
-        .from('sessions')
-        .select('userId, expires')
-        .eq('sessionToken', session?.value)
-        .single();
+        const { data, error } = await supabase
+            .from('sessions')
+            .select('userId, expires')
+            .eq('sessionToken', session?.value)
+            .single();
 
-    if (!error) {
         // console.log('data:', data);
 
-        // Check if the session is expired
+        // Check if the session is expired or not
         const now = new Date().getTime();
         const expires = new Date(data?.expires).getTime();
-        sessionExpired = expires > now ? true : false;
+        const sessionExpired = expires > now ? true : false;
+
+        // Redirect to the sign-in page if the session is expired and not on the sign-in page
+        if (pathname != "/sign-in" && !sessionExpired) {
+            return NextResponse.redirect(signinPage.href, { status: 302 });
+        }
 
-        // Set a cookie to be used by the frontend to check if the session is expired
-        // request.cookies.set('next-auth.session-valid', true, {
-        //     httpOnly: true,
-        //     sameSite: 'lax',
-        //     secure: true,
-        //     path: '/',
-        //     maxAge: 60 * 60 * 24 * 1 // 1 day
-        // });
+        if (error) {
+            // Redirect to the sign-in page if there is an error fetching the session from the database
+            console.error('Error fetching session from database:', error.message);
+            return NextResponse.redirect(signinPage.href, { status: 302 });
+        }
     }
     else {
-        console.error('Error fetching session from database:', error.message);
-    }
-
-    // Redirect to the sign-in page if the session is expired
-    if (pathname != "/sign-in" && !sessionExpired) {
+        // Redirect to the sign-in page if there is no session token
+        // console.error('No session token found');
         return NextResponse.redirect(signinPage.href, { status: 302 });
     }
+
+    // Continue to the next middleware
+    return NextResponse.next();
 }
 
 export const config = {
     matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|api/status|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
 }
 
-type session = {} | User;
\ No newline at end of file
+type session = {} | User;
+
+// Default middleware for NextAuth checking for JWT session not database session
+
+// export { default } from "next-auth/middleware"
+
+// export const config = {
+//     matcher: ["/chat", "/search", "/query"] 
+// }
+
+// // Ensure auth is required for all except the following paths
+// export const config = {
+//     matcher: ['/((?!api/auth|_next/static|_next/image|favicon.ico|favicon-16x16.png|apple-touch-icon.png|about|sign-in|api/status|privacy-policy|terms-of-service|sitemap.xml|robots.txt).+)']
+// };
\ No newline at end of file

From 648622301585087ef219eeb63491e866c43cc90c Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:04:36 +0800
Subject: [PATCH 09/40] Bugfix: Slicing results only when results is not empty

---
 .../app/components/ui/search/search-results.tsx  | 16 +++++++++++-----
 1 file changed, 11 insertions(+), 5 deletions(-)

diff --git a/frontend/app/components/ui/search/search-results.tsx b/frontend/app/components/ui/search/search-results.tsx
index aaeb230..7ec6deb 100644
--- a/frontend/app/components/ui/search/search-results.tsx
+++ b/frontend/app/components/ui/search/search-results.tsx
@@ -11,14 +11,20 @@ const SearchResults: React.FC<SearchHandler> = ({ query, results, isLoading, sea
 
     // Sort results by similarity score whenever results or query change
     useEffect(() => {
-        if (query.trim() === "" && !searchButtonPressed){
+        if (query.trim() === "" && !searchButtonPressed) {
             // Reset sortedResults when query is empty
             setSortedResults([]);
         } else if (query.trim() !== "" && searchButtonPressed) {
-            // Sort results by similarity score
-            const sorted = results.slice().sort((a, b) => b.similarity_score - a.similarity_score);
-            // Update sortedResults state
-            setSortedResults(sorted);
+            // if results are empty
+            if (results.length === 0) {
+                setSortedResults([]);
+            }
+            else {
+                // Sort results by similarity score
+                const sorted = results.slice().sort((a, b) => b.similarity_score - a.similarity_score);
+                // Update sortedResults state
+                setSortedResults(sorted);
+            }
         }
     }, [query, results]);
 

From 9867448eabbd48d5fedce19d6379fcf094af4c99 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:04:49 +0800
Subject: [PATCH 10/40] Profile Page Placeholder

---
 frontend/app/profile/page.tsx | 54 +++++++++++++++++++++++++++++++++++
 1 file changed, 54 insertions(+)
 create mode 100644 frontend/app/profile/page.tsx

diff --git a/frontend/app/profile/page.tsx b/frontend/app/profile/page.tsx
new file mode 100644
index 0000000..d2a5271
--- /dev/null
+++ b/frontend/app/profile/page.tsx
@@ -0,0 +1,54 @@
+"use client";
+
+import React, { useState } from 'react';
+
+const ProfilePage: React.FC = () => {
+    const [name, setName] = useState('');
+    const [email, setEmail] = useState('');
+    const [bio, setBio] = useState('');
+
+    const handleNameChange = (event: React.ChangeEvent<HTMLInputElement>) => {
+        setName(event.target.value);
+    };
+
+    const handleEmailChange = (event: React.ChangeEvent<HTMLInputElement>) => {
+        setEmail(event.target.value);
+    };
+
+    const handleBioChange = (event: React.ChangeEvent<HTMLTextAreaElement>) => {
+        setBio(event.target.value);
+    };
+
+    const handleSubmit = (event: React.FormEvent) => {
+        event.preventDefault();
+        // TODO: Handle form submission logic
+    };
+
+    return (
+        <div className="rounded-xl shadow-xl p-4 max-w-5xl w-full bg-white dark:bg-zinc-700/30">
+            <div className="max-w-2xl space-y-2 p-4">
+                <h1>Profile Settings</h1>
+                <form onSubmit={handleSubmit}>
+                    <label>
+                        Name:
+                        <input type="text" value={name} onChange={handleNameChange} />
+                    </label>
+                    <br />
+                    <label>
+                        Email:
+                        <input type="email" value={email} onChange={handleEmailChange} />
+                    </label>
+                    <br />
+                    <label>
+                        Bio:
+                        <textarea value={bio} onChange={handleBioChange} />
+                    </label>
+                    <br />
+                    <button type="submit" className="flex text-center items-center text-l disabled:bg-orange-400 bg-blue-500 text-white px-6 py-3 rounded-md font-bold transition duration-300 ease-in-out transform hover:scale-105">Save</button>
+                </form>
+            </div>
+        </div>
+    );
+};
+
+export default ProfilePage;
\ No newline at end of file

From 2b1d3dbb3d04ce4914f446556d063bcd89d302ae Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:05:25 +0800
Subject: [PATCH 11/40] Package Updates

---
 frontend/next.config.js    |    6 +
 frontend/package-lock.json | 3334 ++++++++++++++++++++++++++++++++++--
 frontend/package.json      |   12 +-
 3 files changed, 3251 insertions(+), 101 deletions(-)

diff --git a/frontend/next.config.js b/frontend/next.config.js
index bca3938..ab132ab 100644
--- a/frontend/next.config.js
+++ b/frontend/next.config.js
@@ -10,6 +10,12 @@ const nextConfig = {
   publicRuntimeConfig: {
     serverActions: true,
   },
+  webpack: (config, { isServer }) => {
+    if (!isServer) {
+      config.externals.push({ "bufferutil": "bufferutil", "utf-8-validate": "utf-8-validate", "supports-color": "supports-color" }); 
+    }
+    return config;
+  }
 };
 
 module.exports = nextConfig;
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 4eabe28..74116cc 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -8,11 +8,15 @@
       "name": "smart-retrieval",
       "version": "0.1.0",
       "dependencies": {
+        "@auth/supabase-adapter": "^0.6.0",
         "@nextui-org/react": "^2.2.9",
         "@radix-ui/react-slot": "^1",
+        "@supabase/supabase-js": "^2.39.8",
+        "@types/jsonwebtoken": "^9.0.6",
         "ai": "^2",
         "class-variance-authority": "^0.7",
         "clsx": "^2.1.0",
+        "jsonwebtoken": "^9.0.2",
         "lucide-react": "^0.291.0",
         "next": "^13",
         "next-auth": "^4.24.5",
@@ -29,7 +33,6 @@
         "remark-gfm": "^3.0.1",
         "remark-math": "^5.1.1",
         "sharp": "^0.33.2",
-        "supports-color": "^8.1.1",
         "swr": "^2.2.4",
         "tailwind-merge": "^2"
       },
@@ -40,9 +43,14 @@
         "@types/react-dom": "^18",
         "@types/react-syntax-highlighter": "^15.5.6",
         "autoprefixer": "^10",
+        "bufferutil": "^4.0.8",
+        "i": "^0.3.7",
+        "npm": "^10.5.0",
         "postcss": "^8",
+        "supports-color": "^9.4.0",
         "tailwindcss": "^3",
-        "typescript": "^5"
+        "typescript": "^5",
+        "utf-8-validate": "^6.0.3"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -69,6 +77,83 @@
         "node": ">=6.0.0"
       }
     },
+    "node_modules/@auth/core": {
+      "version": "0.28.0",
+      "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.28.0.tgz",
+      "integrity": "sha512-/fh/tb/L4NMSYcyPoo4Imn8vN6MskcVfgESF8/ndgtI4fhD/7u7i5fTVzWgNRZ4ebIEGHNDbWFRxaTu1NtQgvA==",
+      "dependencies": {
+        "@panva/hkdf": "^1.1.1",
+        "@types/cookie": "0.6.0",
+        "cookie": "0.6.0",
+        "jose": "^5.1.3",
+        "oauth4webapi": "^2.4.0",
+        "preact": "10.11.3",
+        "preact-render-to-string": "5.2.3"
+      },
+      "peerDependencies": {
+        "@simplewebauthn/browser": "^9.0.1",
+        "@simplewebauthn/server": "^9.0.2",
+        "nodemailer": "^6.8.0"
+      },
+      "peerDependenciesMeta": {
+        "@simplewebauthn/browser": {
+          "optional": true
+        },
+        "@simplewebauthn/server": {
+          "optional": true
+        },
+        "nodemailer": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@auth/core/node_modules/cookie": {
+      "version": "0.6.0",
+      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.6.0.tgz",
+      "integrity": "sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw==",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/@auth/core/node_modules/jose": {
+      "version": "5.2.3",
+      "resolved": "https://registry.npmjs.org/jose/-/jose-5.2.3.tgz",
+      "integrity": "sha512-KUXdbctm1uHVL8BYhnyHkgp3zDX5KW8ZhAKVFEfUbU2P8Alpzjb+48hHvjOdQIyPshoblhzsuqOwEEAbtHVirA==",
+      "funding": {
+        "url": "https://github.com/sponsors/panva"
+      }
+    },
+    "node_modules/@auth/core/node_modules/preact": {
+      "version": "10.11.3",
+      "resolved": "https://registry.npmjs.org/preact/-/preact-10.11.3.tgz",
+      "integrity": "sha512-eY93IVpod/zG3uMF22Unl8h9KkrcKIRs2EGar8hwLZZDU1lkjph303V9HZBwufh2s736U6VXuhD109LYqPoffg==",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/preact"
+      }
+    },
+    "node_modules/@auth/core/node_modules/preact-render-to-string": {
+      "version": "5.2.3",
+      "resolved": "https://registry.npmjs.org/preact-render-to-string/-/preact-render-to-string-5.2.3.tgz",
+      "integrity": "sha512-aPDxUn5o3GhWdtJtW0svRC2SS/l8D9MAgo2+AWml+BhDImb27ALf04Q2d+AHqUUOc6RdSXFIBVa2gxzgMKgtZA==",
+      "dependencies": {
+        "pretty-format": "^3.8.0"
+      },
+      "peerDependencies": {
+        "preact": ">=10"
+      }
+    },
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@@ -7375,6 +10464,19 @@
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@@ -7470,11 +10572,45 @@
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diff --git a/frontend/package.json b/frontend/package.json
index 3baed17..e6bc67c 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -8,11 +8,15 @@
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+    "npm": "^10.5.0",
     "postcss": "^8",
+    "supports-color": "^9.4.0",
     "tailwindcss": "^3",
-    "typescript": "^5"
+    "typescript": "^5",
+    "utf-8-validate": "^6.0.3"
   }
 }

From d551d3523a246c98e53fac1d917c56aba8abfa55 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:07:37 +0800
Subject: [PATCH 12/40] Update gitignore

---
 backend/.gitignore | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/backend/.gitignore b/backend/.gitignore
index 5592310..25c697a 100644
--- a/backend/.gitignore
+++ b/backend/.gitignore
@@ -1,4 +1,9 @@
+# Production Files
 __pycache__
 storage
 .env
-test.py
\ No newline at end of file
+
+# Dev Folders
+test.py
+iCoreSpec
+storage-openai
\ No newline at end of file

From 2debb57d96070fe6b8e9c81b873ca12f049dca92 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:14:45 +0800
Subject: [PATCH 13/40] Removed debug log of response sources

---
 backend/backend/app/api/routers/chat.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/backend/app/api/routers/chat.py b/backend/backend/app/api/routers/chat.py
index 7d4fdbd..13b3e00 100644
--- a/backend/backend/app/api/routers/chat.py
+++ b/backend/backend/app/api/routers/chat.py
@@ -130,7 +130,7 @@ async def chat(
         message=lastMessage.content, chat_history=messages
     )
 
-    logger.info(f"Response Sources: {response.source_nodes}")
+    # logger.info(f"Response Sources: {response.source_nodes}")
 
     # stream response
     async def event_generator():

From 7e095c3df9ebcbcc756fee0d173a3a9c6db85cd5 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Fri, 22 Mar 2024 16:21:04 +0800
Subject: [PATCH 14/40] Updated gitignore

---
 backend/.gitignore | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/backend/.gitignore b/backend/.gitignore
index 25c697a..c647d75 100644
--- a/backend/.gitignore
+++ b/backend/.gitignore
@@ -5,5 +5,5 @@ storage
 
 # Dev Folders
 test.py
-iCoreSpec
-storage-openai
\ No newline at end of file
+storage backup
+data backup
\ No newline at end of file

From 5d89182dfbcfe73f0c79638d5551e77e9a64471c Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 25 Mar 2024 14:29:41 +0800
Subject: [PATCH 15/40] Updated example.env

---
 frontend/app/status/page.tsx | 5 ++---
 frontend/example.env         | 9 +++++++++
 2 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/frontend/app/status/page.tsx b/frontend/app/status/page.tsx
index f12602c..d46865b 100644
--- a/frontend/app/status/page.tsx
+++ b/frontend/app/status/page.tsx
@@ -5,10 +5,9 @@ import { Button } from "@nextui-org/react";
 import { IconSpinner } from '@/app/components/ui/icons';
 import { useSession } from 'next-auth/react';
 
-// Define the API endpoint
-const healthcheck_api = "/api/status";
-
 const StatusPage = () => {
+  // Define the API endpoint
+  const healthcheck_api = "/api/status";
   const { data: session, status } = useSession();
   const supabaseAccessToken = session?.supabaseAccessToken;
   // console.log('supabaseAccessToken:', supabaseAccessToken);
diff --git a/frontend/example.env b/frontend/example.env
index 317ab6b..c542189 100644
--- a/frontend/example.env
+++ b/frontend/example.env
@@ -38,3 +38,12 @@ NEXT_PUBLIC_SEARCH_API=http://127.0.0.1:8000/api/search
 # (set to canonical URL of your app in production e.g. https://www.example.com)
 NEXT_PUBLIC_HEALTHCHECK_API=http://127.0.0.1:8000/api/healthcheck
 
+# Backend API Authorization Key
+# Ensure this matches the value in the backend .env
+# https://generate-random.org/api-key-generator?count=1&length=128&type=mixed-numbers&prefix=sr-
+BACKEND_API_KEY=sr-random-api-key
+
+# Supabase Settings
+NEXT_PUBLIC_SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
+SUPABASE_SERVICE_ROLE_KEY=YourSupabaseserviceRoleSecret
+SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
\ No newline at end of file

From 8014105463e67e9ab3b8c6f9e4a0d5cf7ecce6f0 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 11:31:39 +0800
Subject: [PATCH 16/40] Added option for storing Vector DB in Supabase pgvector

---
 backend/backend/app/utils/contants.py |   4 +
 backend/backend/app/utils/index.py    | 109 +++++++++++++++------
 backend/backend/main.py               |   2 +
 backend/example.env                   |   3 +-
 backend/poetry.lock                   | 134 +++++++++++++++++++++++++-
 backend/pyproject.toml                |   1 +
 6 files changed, 224 insertions(+), 29 deletions(-)

diff --git a/backend/backend/app/utils/contants.py b/backend/backend/app/utils/contants.py
index 65263f3..a781ad8 100644
--- a/backend/backend/app/utils/contants.py
+++ b/backend/backend/app/utils/contants.py
@@ -30,6 +30,10 @@
 # Embedding Model Constants
 EMBED_MODEL_NAME = "sentence-transformers/all-MiniLM-L6-v2"
 EMBED_POOLING = "mean"
+EMBED_MODEL_DIMENSIONS = 384  # MiniLM-L6-v2 uses 384 dimensions
+DEF_EMBED_MODEL_DIMENSIONS = (
+    1536  # Default embedding model dimensions used by OpenAI text-embedding-ada-002
+)
 
 # Prompt Helper Constants
 # set maximum input size
diff --git a/backend/backend/app/utils/index.py b/backend/backend/app/utils/index.py
index 976f09e..aa440d2 100644
--- a/backend/backend/app/utils/index.py
+++ b/backend/backend/app/utils/index.py
@@ -19,6 +19,7 @@
     completion_to_prompt,
     messages_to_prompt,
 )
+from llama_index.vector_stores.supabase import SupabaseVectorStore
 
 from backend.app.utils.contants import (
     CHUNK_OVERLAP,
@@ -27,7 +28,9 @@
     CHUNK_SIZE_LIMIT,
     CONTEXT_SIZE,
     DATA_DIR,
+    DEF_EMBED_MODEL_DIMENSIONS,
     DEVICE_TYPE,
+    EMBED_MODEL_DIMENSIONS,
     EMBED_MODEL_NAME,
     EMBED_POOLING,
     LLM_MODEL_URL,
@@ -44,8 +47,13 @@
 load_dotenv()
 logger = logging.getLogger("uvicorn")
 
+# ENV variables
+USE_LOCAL_LLM = bool(os.getenv("USE_LOCAL_LLM").lower() == "true")
+USE_LOCAL_VECTOR_STORE = bool(os.getenv("USE_LOCAL_VECTOR_STORE").lower() == "true")
+
+
 # use local LLM if USE_LOCAL_LLM is set to True, else use openai's API
-if os.environ.get("USE_LOCAL_LLM").lower() == "true":
+if USE_LOCAL_LLM:
     logger.info("Using local LLM...")
     llm = LlamaCPP(
         model_url=LLM_MODEL_URL,
@@ -87,7 +95,7 @@
     llm = OpenAI(
         model="gpt-3.5-turbo",
         temperature=0.2,
-        api_key=os.environ.get("OPENAI_API_KEY"),
+        api_key=os.getenv("OPENAI_API_KEY"),
     )
     # By default, LlamaIndex uses text-embedding-ada-002 from OpenAI
     embed_model = OpenAIEmbedding(embed_batch_size=42)
@@ -110,36 +118,83 @@
 
 
 def create_index():
-    logger = logging.getLogger("uvicorn")
-    # check if storage already exists
-    if not os.path.exists(STORAGE_DIR):
-        logger.info("Creating new index")
-        # load the documents and create the index
-        try:
-            documents = SimpleDirectoryReader(
-                input_dir=DATA_DIR, recursive=True
-            ).load_data()
-        except ValueError as e:
-            logger.error(f"{e}")
-        index = VectorStoreIndex.from_documents(
-            documents=documents, service_context=service_context, show_progress=True
-        )
-        # store it for later
-        index.storage_context.persist(STORAGE_DIR)
-        logger.info(f"Finished creating new index. Stored in {STORAGE_DIR}")
+    # if use local vector store, store the index locally
+    if USE_LOCAL_VECTOR_STORE:
+        logger.info("Checking if index exists locally...")
+        # check if storage already exists
+        if not os.path.exists(STORAGE_DIR):
+            logger.info("Creating new index")
+            # load the documents and create the index
+            try:
+                documents = SimpleDirectoryReader(
+                    input_dir=DATA_DIR, recursive=True
+                ).load_data()
+            except ValueError as e:
+                logger.error(f"{e}")
+            index = VectorStoreIndex.from_documents(
+                documents=documents, service_context=service_context, show_progress=True
+            )
+            # store it for later
+            index.storage_context.persist(STORAGE_DIR)
+            logger.info(f"Finished creating new index. Stored in {STORAGE_DIR}")
+        else:
+            # do nothing
+            logger.info(f"Index already exist at {STORAGE_DIR}...")
+    # else, store the index in Supabase
     else:
-        # do nothing
-        logger.info(f"Index already exist at {STORAGE_DIR}...")
+        # check if remote storage already exists
+        dimension = (
+            EMBED_MODEL_DIMENSIONS if USE_LOCAL_LLM else DEF_EMBED_MODEL_DIMENSIONS
+        )
+        vector_store = SupabaseVectorStore(
+            postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
+            collection_name="base_demo",
+            dimension=dimension,
+        )
+        storage_context = StorageContext.from_defaults(vector_store=vector_store)
+        index = VectorStoreIndex.from_vector_store(vector_store=vector_store)
+        logger.info("Checking if index exists in Supabase...")
+        logger.info(f"Index summary: {index.summary}")
+        if index.summary == "None":
+            logger.info("Creating new index")
+            # load the documents and create the index
+            try:
+                documents = SimpleDirectoryReader(
+                    input_dir=DATA_DIR, recursive=True
+                ).load_data()
+            except ValueError as e:
+                logger.error(f"{e}")
+            index = VectorStoreIndex.from_documents(
+                documents=documents, storage_context=storage_context, show_progress=True
+            )
+            logger.info("Finished creating new index")
+        else:
+            # do nothing
+            logger.info("Index already exist in Supabase...")
 
 
 def load_existing_index():
     # load the existing index
-    logger = logging.getLogger("uvicorn")
-    logger.info(f"Loading index from {STORAGE_DIR}...")
-    storage_context = StorageContext.from_defaults(persist_dir=STORAGE_DIR)
-    index = load_index_from_storage(storage_context, service_context=service_context)
-    logger.info(f"Finished loading index from {STORAGE_DIR}")
-    return index
+    if USE_LOCAL_VECTOR_STORE == "true":
+        # load the index from local storage
+        logger.info(f"Loading index from {STORAGE_DIR}...")
+        storage_context = StorageContext.from_defaults(persist_dir=STORAGE_DIR)
+        index = load_index_from_storage(
+            storage_context, service_context=service_context
+        )
+        logger.info(f"Finished loading index from {STORAGE_DIR}")
+        return index
+    else:
+        # load the index from Supabase
+        vector_store = SupabaseVectorStore(
+            postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
+            collection_name="base_demo",
+        )
+        storage_context = StorageContext.from_defaults(vector_store=vector_store)
+        index = load_index_from_storage(
+            storage_context, service_context=service_context
+        )
+        return index
 
 
 def get_index():
diff --git a/backend/backend/main.py b/backend/backend/main.py
index dcf4ee7..18b13d1 100644
--- a/backend/backend/main.py
+++ b/backend/backend/main.py
@@ -51,6 +51,8 @@
     )
 
 logger.info(f"CUDA available: {is_cuda_available()}")
+logger.info("Use Local LLM: " + os.getenv("USE_LOCAL_LLM", "false"))
+logger.info("Use Local Vector Store: " + os.getenv("USE_LOCAL_VECTOR_STORE", "false"))
 
 # Set logger for httpx to WARNING
 logging.getLogger("httpx").setLevel(logging.WARNING)
diff --git a/backend/example.env b/backend/example.env
index b0c5409..c595cf8 100644
--- a/backend/example.env
+++ b/backend/example.env
@@ -24,4 +24,5 @@ BACKEND_API_KEY=sr-SomeRandomKey
 # Supabase Settings
 SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
 SUPABASE_ANON_KEY=YourSupabaseAnonKey
-SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
\ No newline at end of file
+SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
+POSTGRES_CONNECTION_STRING=postgresql://postgres:postgres@localhost:5432/smart_retrieval
\ No newline at end of file
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 2805f18..015d18b 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -474,6 +474,22 @@ mccabe = ">=0.7.0,<0.8.0"
 pycodestyle = ">=2.11.0,<2.12.0"
 pyflakes = ">=3.2.0,<3.3.0"
 
+[[package]]
+name = "flupy"
+version = "1.2.0"
+description = "Method chaining built on generators"
+optional = false
+python-versions = "*"
+files = [
+    {file = "flupy-1.2.0.tar.gz", hash = "sha256:12487a008e9744cd35d0f6ea3cfa06f4b2b27cb138bf57d0788f5c26e57afe69"},
+]
+
+[package.dependencies]
+typing_extensions = "*"
+
+[package.extras]
+dev = ["black", "mypy", "pre-commit", "pylint", "pytest", "pytest-benchmark", "pytest-cov"]
+
 [[package]]
 name = "frozenlist"
 version = "1.4.1"
@@ -1590,6 +1606,19 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 
+[[package]]
+name = "pgvector"
+version = "0.1.8"
+description = "pgvector support for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pgvector-0.1.8-py2.py3-none-any.whl", hash = "sha256:99dce3a6580ef73863edb9b8441937671f4e1a09383826e6b0838176cd441a96"},
+]
+
+[package.dependencies]
+numpy = "*"
+
 [[package]]
 name = "pluggy"
 version = "1.4.0"
@@ -1622,6 +1651,87 @@ httpx = ">=0.24,<0.26"
 pydantic = ">=1.9,<3.0"
 strenum = ">=0.4.9,<0.5.0"
 
+[[package]]
+name = "psycopg2-binary"
+version = "2.9.9"
+description = "psycopg2 - Python-PostgreSQL Database Adapter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "psycopg2-binary-2.9.9.tar.gz", hash = "sha256:7f01846810177d829c7692f1f5ada8096762d9172af1b1a28d4ab5b77c923c1c"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c2470da5418b76232f02a2fcd2229537bb2d5a7096674ce61859c3229f2eb202"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c6af2a6d4b7ee9615cbb162b0738f6e1fd1f5c3eda7e5da17861eacf4c717ea7"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75723c3c0fbbf34350b46a3199eb50638ab22a0228f93fb472ef4d9becc2382b"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:83791a65b51ad6ee6cf0845634859d69a038ea9b03d7b26e703f94c7e93dbcf9"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ef4854e82c09e84cc63084a9e4ccd6d9b154f1dbdd283efb92ecd0b5e2b8c84"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed1184ab8f113e8d660ce49a56390ca181f2981066acc27cf637d5c1e10ce46e"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d2997c458c690ec2bc6b0b7ecbafd02b029b7b4283078d3b32a852a7ce3ddd98"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:b58b4710c7f4161b5e9dcbe73bb7c62d65670a87df7bcce9e1faaad43e715245"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:0c009475ee389757e6e34611d75f6e4f05f0cf5ebb76c6037508318e1a1e0d7e"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8dbf6d1bc73f1d04ec1734bae3b4fb0ee3cb2a493d35ede9badbeb901fb40f6f"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-win32.whl", hash = "sha256:3f78fd71c4f43a13d342be74ebbc0666fe1f555b8837eb113cb7416856c79682"},
+    {file = "psycopg2_binary-2.9.9-cp310-cp310-win_amd64.whl", hash = "sha256:876801744b0dee379e4e3c38b76fc89f88834bb15bf92ee07d94acd06ec890a0"},
+    {file = "psycopg2_binary-2.9.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ee825e70b1a209475622f7f7b776785bd68f34af6e7a46e2e42f27b659b5bc26"},
+    {file = "psycopg2_binary-2.9.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1ea665f8ce695bcc37a90ee52de7a7980be5161375d42a0b6c6abedbf0d81f0f"},
+    {file = "psycopg2_binary-2.9.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:143072318f793f53819048fdfe30c321890af0c3ec7cb1dfc9cc87aa88241de2"},
+    {file = "psycopg2_binary-2.9.9-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c332c8d69fb64979ebf76613c66b985414927a40f8defa16cf1bc028b7b0a7b0"},
+    {file = "psycopg2_binary-2.9.9-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f7fc5a5acafb7d6ccca13bfa8c90f8c51f13d8fb87d95656d3950f0158d3ce53"},
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+    {file = "psycopg2_binary-2.9.9-cp312-cp312-win_amd64.whl", hash = "sha256:81ff62668af011f9a48787564ab7eded4e9fb17a4a6a74af5ffa6a457400d2ab"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2293b001e319ab0d869d660a704942c9e2cce19745262a8aba2115ef41a0a42a"},
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+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a602ea5aff39bb9fac6308e9c9d82b9a35c2bf288e184a816002c9fae930b77"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8359bf4791968c5a78c56103702000105501adb557f3cf772b2c207284273984"},
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+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:420f9bbf47a02616e8554e825208cb947969451978dceb77f95ad09c37791dae"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:4154ad09dac630a0f13f37b583eae260c6aa885d67dfbccb5b02c33f31a6d420"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a148c5d507bb9b4f2030a2025c545fccb0e1ef317393eaba42e7eabd28eb6041"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-win32.whl", hash = "sha256:68fc1f1ba168724771e38bee37d940d2865cb0f562380a1fb1ffb428b75cb692"},
+    {file = "psycopg2_binary-2.9.9-cp37-cp37m-win_amd64.whl", hash = "sha256:281309265596e388ef483250db3640e5f414168c5a67e9c665cafce9492eda2f"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:60989127da422b74a04345096c10d416c2b41bd7bf2a380eb541059e4e999980"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:246b123cc54bb5361588acc54218c8c9fb73068bf227a4a531d8ed56fa3ca7d6"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:34eccd14566f8fe14b2b95bb13b11572f7c7d5c36da61caf414d23b91fcc5d94"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:18d0ef97766055fec15b5de2c06dd8e7654705ce3e5e5eed3b6651a1d2a9a152"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d3f82c171b4ccd83bbaf35aa05e44e690113bd4f3b7b6cc54d2219b132f3ae55"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ead20f7913a9c1e894aebe47cccf9dc834e1618b7aa96155d2091a626e59c972"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:ca49a8119c6cbd77375ae303b0cfd8c11f011abbbd64601167ecca18a87e7cdd"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:323ba25b92454adb36fa425dc5cf6f8f19f78948cbad2e7bc6cdf7b0d7982e59"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:1236ed0952fbd919c100bc839eaa4a39ebc397ed1c08a97fc45fee2a595aa1b3"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:729177eaf0aefca0994ce4cffe96ad3c75e377c7b6f4efa59ebf003b6d398716"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-win32.whl", hash = "sha256:804d99b24ad523a1fe18cc707bf741670332f7c7412e9d49cb5eab67e886b9b5"},
+    {file = "psycopg2_binary-2.9.9-cp38-cp38-win_amd64.whl", hash = "sha256:a6cdcc3ede532f4a4b96000b6362099591ab4a3e913d70bcbac2b56c872446f7"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:72dffbd8b4194858d0941062a9766f8297e8868e1dd07a7b36212aaa90f49472"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:30dcc86377618a4c8f3b72418df92e77be4254d8f89f14b8e8f57d6d43603c0f"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:31a34c508c003a4347d389a9e6fcc2307cc2150eb516462a7a17512130de109e"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:15208be1c50b99203fe88d15695f22a5bed95ab3f84354c494bcb1d08557df67"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1873aade94b74715be2246321c8650cabf5a0d098a95bab81145ffffa4c13876"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a58c98a7e9c021f357348867f537017057c2ed7f77337fd914d0bedb35dace7"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4686818798f9194d03c9129a4d9a702d9e113a89cb03bffe08c6cf799e053291"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:ebdc36bea43063116f0486869652cb2ed7032dbc59fbcb4445c4862b5c1ecf7f"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:ca08decd2697fdea0aea364b370b1249d47336aec935f87b8bbfd7da5b2ee9c1"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ac05fb791acf5e1a3e39402641827780fe44d27e72567a000412c648a85ba860"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-win32.whl", hash = "sha256:9dba73be7305b399924709b91682299794887cbbd88e38226ed9f6712eabee90"},
+    {file = "psycopg2_binary-2.9.9-cp39-cp39-win_amd64.whl", hash = "sha256:f7ae5d65ccfbebdfa761585228eb4d0df3a8b15cfb53bd953e713e09fbb12957"},
+]
+
 [[package]]
 name = "pycodestyle"
 version = "2.11.1"
@@ -2899,6 +3009,28 @@ files = [
 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
 test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
 
+[[package]]
+name = "vecs"
+version = "0.4.3"
+description = "pgvector client"
+optional = false
+python-versions = "*"
+files = [
+    {file = "vecs-0.4.3.tar.gz", hash = "sha256:0a60294143aec43bd0344bb9235b6e57f8f919d102538f6b989d7b85095a31ce"},
+]
+
+[package.dependencies]
+deprecated = "==1.2.*"
+flupy = "==1.*"
+pgvector = "==0.1.*"
+psycopg2-binary = "==2.9.*"
+sqlalchemy = "==2.*"
+
+[package.extras]
+dev = ["numpy", "parse", "pytest", "pytest-cov"]
+docs = ["mike", "mkdocs", "pygments", "pymarkdown", "pymdown-extensions"]
+text-embedding = ["sentence-transformers (==2.*)"]
+
 [[package]]
 name = "watchfiles"
 version = "0.21.0"
@@ -3250,4 +3382,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11,<3.12"
-content-hash = "2135e7c850a1e8bbb9ab7516877db77bd658674b89474eb403b26b26242cd6a5"
+content-hash = "1e350935578707fd557585532892f9144e24784709a80cea97621c070ee33dc4"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 7288f90..5247ee2 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -19,6 +19,7 @@ docx2txt = "^0.8"
 doc2docx = "^0.2.4"
 supabase = "^2.4.0"
 pyjwt = "^2.8.0"
+vecs = "^0.4.3"
 
 [tool.poetry.group.dev]
 optional = true

From 98cdf9ac5e9212d5be61513c04694acf5389e5e9 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 13:59:22 +0800
Subject: [PATCH 17/40] Fixed loading remote vector DB

---
 backend/backend/app/utils/index.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/backend/backend/app/utils/index.py b/backend/backend/app/utils/index.py
index aa440d2..4280b34 100644
--- a/backend/backend/app/utils/index.py
+++ b/backend/backend/app/utils/index.py
@@ -152,10 +152,9 @@ def create_index():
             dimension=dimension,
         )
         storage_context = StorageContext.from_defaults(vector_store=vector_store)
-        index = VectorStoreIndex.from_vector_store(vector_store=vector_store)
         logger.info("Checking if index exists in Supabase...")
-        logger.info(f"Index summary: {index.summary}")
-        if index.summary == "None":
+        index = load_existing_index()
+        if index.index_id is None:
             logger.info("Creating new index")
             # load the documents and create the index
             try:
@@ -175,7 +174,7 @@ def create_index():
 
 def load_existing_index():
     # load the existing index
-    if USE_LOCAL_VECTOR_STORE == "true":
+    if USE_LOCAL_VECTOR_STORE:
         # load the index from local storage
         logger.info(f"Loading index from {STORAGE_DIR}...")
         storage_context = StorageContext.from_defaults(persist_dir=STORAGE_DIR)
@@ -183,17 +182,18 @@ def load_existing_index():
             storage_context, service_context=service_context
         )
         logger.info(f"Finished loading index from {STORAGE_DIR}")
+        logger.info(f"Index ID: {index.index_id}")
         return index
     else:
         # load the index from Supabase
+        logger.info("Loading index from Supabase...")
         vector_store = SupabaseVectorStore(
             postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
             collection_name="base_demo",
         )
-        storage_context = StorageContext.from_defaults(vector_store=vector_store)
-        index = load_index_from_storage(
-            storage_context, service_context=service_context
-        )
+        index = VectorStoreIndex.from_vector_store(vector_store=vector_store)
+        logger.info("Finished loading index from Supabase")
+        logger.info(f"Index ID: {index.index_id}")
         return index
 
 

From fdafb5400ef8309dee41214ea0d8c96bd0665aed Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 14:38:18 +0800
Subject: [PATCH 18/40] Added Disclaimer to Footer & Dialog

---
 frontend/app/components/footer.tsx            | 23 ++++++++++++++++---
 .../autofill-prompt-dialog.tsx                | 14 ++++++++++-
 .../autofill-search-prompt-dialog.tsx         | 10 ++++++--
 frontend/app/components/ui/navlink.tsx        |  4 ++--
 4 files changed, 43 insertions(+), 8 deletions(-)

diff --git a/frontend/app/components/footer.tsx b/frontend/app/components/footer.tsx
index 2b8f1bc..0a11478 100644
--- a/frontend/app/components/footer.tsx
+++ b/frontend/app/components/footer.tsx
@@ -1,14 +1,32 @@
 "use client";
 
+import { useState } from "react";
 import { FooterNavLink } from "@/app/components/ui/navlink";
 import { IconGitHub } from "@/app/components/ui/icons";
-import { Text, Cookie } from "lucide-react";
+import { Text, Cookie, AlertCircle } from "lucide-react";
 
 export default function Footer() {
+    const [showDisclaimer, setShowDisclaimer] = useState(false);
+
+    const toggleDisclaimer = () => {
+        setShowDisclaimer(!showDisclaimer);
+    };
+
     return (
         <footer>
             <div className="flex flex-col items-center justify-center bg-gray-800 text-white p-4 mb-4 rounded-lg shadow-xl">
-                <div className="flex flex-col items-center">
+                <div className="flex flex-col items-center text-red-500">
+                    <button className="text-sm text-center underline" onClick={toggleDisclaimer} title="Disclaimer">
+                        <AlertCircle className="h-5 w-5 inline mr-2 mb-1" />
+                        Disclaimer
+                    </button>
+                    {showDisclaimer && (
+                        <p className="text-sm text-center w-64 mb-2">
+                            The answer provided by Smart Retrieval may not be accurate and might be prone to hallucination. Users are advised to fact check the answer and not use it as is. Smart Retrieval is not responsible for any consequences arising from the use of the answer.
+                        </p>
+                    )}
+                </div>
+                <div className="flex flex-col items-center mt-2 gap-4">
                     <p className="text-sm text-center">
                         © 2024 JTC DBE. All rights reserved.
                     </p>
@@ -37,4 +55,3 @@ export default function Footer() {
         </footer>
     );
 }
-
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
index 704d40c..8067279 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
@@ -1,5 +1,5 @@
 import { useEffect, useState } from "react";
-import { QuestionsBankProp, questionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
+import { QuestionsBankProp, psscocQuestionsBank, eirQuestionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
 import { ChatHandler } from "@/app/components/ui/chat/chat.interface";
 
 export default function AutofillQuestion(
@@ -7,6 +7,10 @@ export default function AutofillQuestion(
     ChatHandler,
     "messages" | "isLoading" | "handleSubmit" | "handleInputChange" | "input"
   >,
+  // Optional prop for the dialog message
+  dialogMessage?: string,
+  // Optional prop for the selected document set
+  docSelected?: string
 ) {
   // Keep track of whether to show the overlay
   const [showOverlay, setShowOverlay] = useState(true);
@@ -15,6 +19,12 @@ export default function AutofillQuestion(
   // Keep track of the current question index
   const [currentQuestionIndex, setCurrentQuestionIndex] = useState(0);
 
+  // Select the questions bank based on the document set selected
+  let questionsBank = psscocQuestionsBank as QuestionsBankProp[]
+  if (docSelected === "eir") {
+    questionsBank = eirQuestionsBank;
+  }
+
   // Shuffle the array using Fisher-Yates algorithm
   function shuffleArray(array: any[]) {
     for (let i = array.length - 1; i > 0; i--) {
@@ -75,6 +85,8 @@ export default function AutofillQuestion(
         <div className="fixed inset-0 flex items-center justify-center">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex h-[50vh] flex-col divide-y overflow-y-auto pb-4">
             <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
+            {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>}
+            <p className="text-center text-sm text-gray-500 mb-4">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
             {randomQuestions.map((question, index) => (
               <ul>
                 <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentQuestionIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
index 9313c2b..8629932 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
@@ -1,5 +1,5 @@
 import { useEffect, useState } from "react";
-import { QuestionsBankProp, questionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
+import { QuestionsBankProp, psscocQuestionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
 import { SearchHandler } from "@/app/components/ui/search/search.interface";
 
 export default function AutofillSearchQuery(
@@ -7,6 +7,10 @@ export default function AutofillSearchQuery(
     SearchHandler,
     "query" | "isLoading" | "onSearchSubmit" | "onInputChange" | "results" | "searchButtonPressed"
   >,
+  // Optional prop for the dialog message
+  dialogMessage?: string,
+  // Optional prop for the selected document set
+  docSelected?: string
 ) {
   // Keep track of whether to show the overlay
   const [showOverlay, setShowOverlay] = useState(true);
@@ -29,7 +33,7 @@ export default function AutofillSearchQuery(
   // Randomly select a subset of 3-4 questions
   useEffect(() => {
     // Shuffle the questionsBank array
-    const shuffledQuestions = shuffleArray(questionsBank);
+    const shuffledQuestions = shuffleArray(psscocQuestionsBank);
     // Get a random subset of 3-4 questions
     const subsetSize = Math.floor(Math.random() * 2) + 3; // Randomly choose between 3 and 4
     const selectedQuestions = shuffledQuestions.slice(0, subsetSize);
@@ -77,6 +81,8 @@ export default function AutofillSearchQuery(
         <div className="relative mx-auto">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex flex-col divide-y overflow-y-auto pb-4 bg-white dark:bg-zinc-700/30 shadow-xl">
             <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
+            {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>}
+            <p className="text-center text-sm text-gray-500 mb-4">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
             {randomQuestions.map((question, index) => (
               <ul>
                 <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentQuestionIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
diff --git a/frontend/app/components/ui/navlink.tsx b/frontend/app/components/ui/navlink.tsx
index 759a736..36d0921 100644
--- a/frontend/app/components/ui/navlink.tsx
+++ b/frontend/app/components/ui/navlink.tsx
@@ -34,7 +34,7 @@ const HeaderNavLink: React.FC<NavLinkProps> = ({ href, title, children, onClick
     );
 };
 
-const FooterNavLink: React.FC<NavLinkProps> = ({ href, children, onClick, target }) => {
+const FooterNavLink: React.FC<NavLinkProps> = ({ href, title, children, onClick, target }) => {
     const handleClick = () => {
         if (onClick) {
             onClick(); // Call the onClick handler if provided
@@ -42,7 +42,7 @@ const FooterNavLink: React.FC<NavLinkProps> = ({ href, children, onClick, target
     };
 
     return (
-        <Link href={href} passHref target={target}>
+        <Link href={href} passHref target={target} title={title}>
             {/* Add a class to highlight the active tab */}
             <div className="flex items-center font-bold" onClick={handleClick}>
                 {children}

From 634b7ecf63a8f8eb10719cb7798f77ac69749180 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 14:54:10 +0800
Subject: [PATCH 19/40] Moved Disclaimer into input container

---
 frontend/app/components/footer.tsx            |  2 +-
 .../autofill-prompt-dialog.tsx                | 18 +++++-----
 .../autofill-search-prompt-dialog.tsx         |  3 +-
 .../app/components/ui/chat/chat-input.tsx     | 35 +++++++++---------
 .../app/components/ui/search/search-input.tsx | 36 ++++++++++---------
 5 files changed, 51 insertions(+), 43 deletions(-)

diff --git a/frontend/app/components/footer.tsx b/frontend/app/components/footer.tsx
index 0a11478..19ffa9f 100644
--- a/frontend/app/components/footer.tsx
+++ b/frontend/app/components/footer.tsx
@@ -13,7 +13,7 @@ export default function Footer() {
     };
 
     return (
-        <footer>
+        <footer className="z-10">
             <div className="flex flex-col items-center justify-center bg-gray-800 text-white p-4 mb-4 rounded-lg shadow-xl">
                 <div className="flex flex-col items-center text-red-500">
                     <button className="text-sm text-center underline" onClick={toggleDisclaimer} title="Disclaimer">
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
index 8067279..b462cdc 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
@@ -18,12 +18,8 @@ export default function AutofillQuestion(
   const [randomQuestions, setRandomQuestions] = useState<QuestionsBankProp[]>([]);
   // Keep track of the current question index
   const [currentQuestionIndex, setCurrentQuestionIndex] = useState(0);
-
-  // Select the questions bank based on the document set selected
-  let questionsBank = psscocQuestionsBank as QuestionsBankProp[]
-  if (docSelected === "eir") {
-    questionsBank = eirQuestionsBank;
-  }
+  // Questions bank for PSSCOC or EIR
+  const [questionsBank, setQuestionsBank] = useState<QuestionsBankProp[]>(psscocQuestionsBank);
 
   // Shuffle the array using Fisher-Yates algorithm
   function shuffleArray(array: any[]) {
@@ -38,6 +34,13 @@ export default function AutofillQuestion(
 
   // Randomly select a subset of 3-4 questions
   useEffect(() => {
+    // Select the questions bank based on the document set selected
+    if (docSelected === "eir") {
+      setQuestionsBank(eirQuestionsBank);
+    }
+    else {
+      setQuestionsBank(psscocQuestionsBank);
+    }
     // Shuffle the questionsBank array
     const shuffledQuestions = shuffleArray(questionsBank);
     // Get a random subset of 3-4 questions
@@ -85,8 +88,7 @@ export default function AutofillQuestion(
         <div className="fixed inset-0 flex items-center justify-center">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex h-[50vh] flex-col divide-y overflow-y-auto pb-4">
             <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
-            {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>}
-            <p className="text-center text-sm text-gray-500 mb-4">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
+            {/* {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>} */}
             {randomQuestions.map((question, index) => (
               <ul>
                 <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentQuestionIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
index 8629932..86f004c 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
@@ -81,8 +81,7 @@ export default function AutofillSearchQuery(
         <div className="relative mx-auto">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex flex-col divide-y overflow-y-auto pb-4 bg-white dark:bg-zinc-700/30 shadow-xl">
             <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
-            {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>}
-            <p className="text-center text-sm text-gray-500 mb-4">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
+            {/* {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>} */}
             {randomQuestions.map((question, index) => (
               <ul>
                 <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentQuestionIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
diff --git a/frontend/app/components/ui/chat/chat-input.tsx b/frontend/app/components/ui/chat/chat-input.tsx
index 8c04f82..4b12013 100644
--- a/frontend/app/components/ui/chat/chat-input.tsx
+++ b/frontend/app/components/ui/chat/chat-input.tsx
@@ -13,23 +13,26 @@ export default function ChatInput(
   return (
     <form
       onSubmit={props.handleSubmit}
-      className="flex w-full items-start justify-between gap-4 rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl"
+      className="w-full items-start justify-between gap-4 rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl"
     >
-      <Input
-        autoFocus
-        name="message"
-        placeholder="Type a Message"
-        className="flex-1 bg-white dark:bg-zinc-500/30 z-10"
-        value={props.input}
-        onChange={props.handleInputChange}
-      />
-      <Button type="submit" disabled={props.isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
-        <span className="pr-2">Send</span>
-        <Send className="h-5 w-5" />
-      </Button>
-      <Button type="submit" disabled={props.isLoading} className="md:hidden"> {/* Hide on larger screens */}
-        <Send className="h-5 w-5" />
-      </Button>
+      <div className="flex w-full items-start justify-between gap-4">
+        <Input
+          autoFocus
+          name="message"
+          placeholder="Type a Message"
+          className="flex-1 bg-white dark:bg-zinc-500/30 z-10"
+          value={props.input}
+          onChange={props.handleInputChange}
+        />
+        <Button type="submit" disabled={props.isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
+          <span className="pr-2">Send</span>
+          <Send className="h-5 w-5" />
+        </Button>
+        <Button type="submit" disabled={props.isLoading} className="md:hidden"> {/* Hide on larger screens */}
+          <Send className="h-5 w-5" />
+        </Button>
+      </div>
+      <p className="text-center text-sm text-gray-400 mt-2">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
     </form>
   );
 }
diff --git a/frontend/app/components/ui/search/search-input.tsx b/frontend/app/components/ui/search/search-input.tsx
index 4b734be..4fd3113 100644
--- a/frontend/app/components/ui/search/search-input.tsx
+++ b/frontend/app/components/ui/search/search-input.tsx
@@ -12,25 +12,29 @@ const SearchInput: React.FC<SearchHandler> = ({
     onSearchSubmit,
 }) => {
     return (
+
         <form
             onSubmit={onSearchSubmit}
-            className="flex w-full items-start justify-between gap-4 rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl"
+            className="w-full items-start justify-between gap-4 rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl"
         >
-            <Input
-                autoFocus
-                name="query"
-                placeholder="Enter a text to search..."
-                value={query}
-                onChange={onInputChange}
-                className="flex-1 bg-white dark:bg-zinc-500/30"
-            />
-            <Button type="submit" disabled={isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
-                Search
-            </Button>
-            <Button type="submit" disabled={isLoading} className="md:hidden"> {/* Hide on larger screens */}
-                <Search className="h-5 w-5" />
-            </Button>
-        </form>
+            <div className="flex w-full items-start justify-between gap-4">
+                <Input
+                    autoFocus
+                    name="query"
+                    placeholder="Enter a text to search..."
+                    value={query}
+                    onChange={onInputChange}
+                    className="flex-1 bg-white dark:bg-zinc-500/30"
+                />
+                <Button type="submit" disabled={isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
+                    Search
+                </Button>
+                <Button type="submit" disabled={isLoading} className="md:hidden"> {/* Hide on larger screens */}
+                    <Search className="h-5 w-5" />
+                </Button>
+            </div>
+            <p className="text-center text-sm text-gray-400 mt-2">Smart Retrieval may not be 100% accurate. Consider checking important information.</p>
+        </form >
     );
 };
 

From 9cf05bfa4178bbebbdbe3a6a41538c627007409a Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 16:35:56 +0800
Subject: [PATCH 20/40] Updated frontend for chat with option to select between
 PSSCOC & EIR docs

---
 frontend/app/components/chat-section.tsx      | 54 +++++++++++-------
 .../autofill-prompt-dialog.tsx                | 15 ++---
 .../autofill-prompt.interface.tsx             | 10 +++-
 .../app/components/ui/chat/chat-input.tsx     |  2 +-
 .../app/components/ui/chat/chat-messages.tsx  | 36 ++++++------
 .../app/components/ui/chat/chat-selection.tsx | 55 +++++++++++++++++++
 .../app/components/ui/chat/chat.interface.ts  |  2 +
 frontend/app/components/ui/chat/index.ts      |  3 +-
 8 files changed, 128 insertions(+), 49 deletions(-)
 create mode 100644 frontend/app/components/ui/chat/chat-selection.tsx

diff --git a/frontend/app/components/chat-section.tsx b/frontend/app/components/chat-section.tsx
index f017f78..d980c43 100644
--- a/frontend/app/components/chat-section.tsx
+++ b/frontend/app/components/chat-section.tsx
@@ -2,12 +2,15 @@
 
 import { useChat } from "ai/react";
 import { ChatInput, ChatMessages } from "@/app/components/ui/chat";
+import ChatSelection from "./ui/chat/chat-selection";
 import AutofillQuestion from "@/app/components/ui/autofill-prompt/autofill-prompt-dialog";
 import { useSession } from "next-auth/react";
+import { useState } from "react";
 
 export default function ChatSection() {
   const { data: session } = useSession();
   const supabaseAccessToken = session?.supabaseAccessToken;
+  const [docSelected, setDocSelected] = useState<string>('');
   const {
     messages,
     input,
@@ -26,25 +29,38 @@ export default function ChatSection() {
 
   return (
     <div className="space-y-4 max-w-5xl w-full relative">
-      <ChatMessages
-        messages={messages}
-        isLoading={isLoading}
-        reload={reload}
-        stop={stop}
-      />
-      <AutofillQuestion
-        messages={messages}
-        isLoading={isLoading}
-        handleSubmit={handleSubmit}
-        handleInputChange={handleInputChange}
-        input={input}
-      />
-      <ChatInput
-        input={input}
-        handleSubmit={handleSubmit}
-        handleInputChange={handleInputChange}
-        isLoading={isLoading}
-      />
+      {docSelected ?
+        (
+          <>
+            <h2 className="text-lg text-center font-semibold mb-4">Chat with {docSelected}</h2>
+            <ChatMessages
+              messages={messages}
+              isLoading={isLoading}
+              reload={reload}
+              stop={stop}
+            />
+            <AutofillQuestion
+              docSelected={docSelected}
+              messages={messages}
+              isLoading={isLoading}
+              handleSubmit={handleSubmit}
+              handleInputChange={handleInputChange}
+              input={input}
+            />
+            <ChatInput
+              input={input}
+              handleSubmit={handleSubmit}
+              handleInputChange={handleInputChange}
+              isLoading={isLoading}
+            />
+          </>
+        )
+        :
+        <ChatSelection
+          docSelected={docSelected}
+          handleDocSelect={setDocSelected}
+        />
+      }
     </div>
   );
 }
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
index b462cdc..19053ae 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-prompt-dialog.tsx
@@ -5,12 +5,8 @@ import { ChatHandler } from "@/app/components/ui/chat/chat.interface";
 export default function AutofillQuestion(
   props: Pick<
     ChatHandler,
-    "messages" | "isLoading" | "handleSubmit" | "handleInputChange" | "input"
+    "docSelected" | "messages" | "isLoading" | "handleSubmit" | "handleInputChange" | "input"
   >,
-  // Optional prop for the dialog message
-  dialogMessage?: string,
-  // Optional prop for the selected document set
-  docSelected?: string
 ) {
   // Keep track of whether to show the overlay
   const [showOverlay, setShowOverlay] = useState(true);
@@ -35,7 +31,7 @@ export default function AutofillQuestion(
   // Randomly select a subset of 3-4 questions
   useEffect(() => {
     // Select the questions bank based on the document set selected
-    if (docSelected === "eir") {
+    if (props.docSelected === "EIR") {
       setQuestionsBank(eirQuestionsBank);
     }
     else {
@@ -50,7 +46,7 @@ export default function AutofillQuestion(
     setTimeout(() => {
       setRandomQuestions(selectedQuestions);
     }, 300);
-  }, []);
+  }, [questionsBank, props.docSelected]);
 
 
   // Hide overlay when there are messages
@@ -85,10 +81,9 @@ export default function AutofillQuestion(
   return (
     <>
       {showOverlay && (
-        <div className="fixed inset-0 flex items-center justify-center">
+        <div className="w-full rounded-xl bg-white dark:bg-zinc-700/30 dark:from-inherit p-4 shadow-xl pb-0">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex h-[50vh] flex-col divide-y overflow-y-auto pb-4">
-            <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
-            {/* {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>} */}
+            <h2 className="text-lg text-center font-semibold mb-4">How can I help you with {props.docSelected} today?</h2>
             {randomQuestions.map((question, index) => (
               <ul>
                 <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentQuestionIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-prompt.interface.tsx b/frontend/app/components/ui/autofill-prompt/autofill-prompt.interface.tsx
index c9478bb..dacd037 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-prompt.interface.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-prompt.interface.tsx
@@ -2,7 +2,7 @@ export interface QuestionsBankProp {
     title: string;
 }
 
-export const questionsBank: QuestionsBankProp[] = [
+export const psscocQuestionsBank: QuestionsBankProp[] = [
     { title: "Under PSSCOC, what are the differences between the role of the SO Rep and SO?" },
     { title: "Who has the authority to appoint SO Rep assistants and what can the SO Rep assistants be authorized to do?" },
     { title: "What are the general obligations of the contractor and consultant?" },
@@ -11,4 +11,12 @@ export const questionsBank: QuestionsBankProp[] = [
     { title: "What are the requirements for the contractor to claim for loss and expense?" },
     { title: "Under PSSCOC, briefly describe the proper payment claim process prescribed." },
     // Add more common questions as needed
+];
+
+export const eirQuestionsBank: QuestionsBankProp[] = [
+    { title: "I have confidential projects that cannot go on the Internet. Can you list me all the clauses which specify the use of Internet platforms or tools, as I will need to remove them." },
+    { title: "My BIM files have speciality equipment such as ovens, microwaves and refrigerators. What should I categorise them as according to the model content requirements. What parameters are required?" },
+    { title: "I use my own platforms such as BIM360 and Novade for safety observations. Do I need to use JTC’s OPTIMUS for such issues or can I use my own platforms?" },
+    { title: "How many days do I have to submit the BIM Execution Plan and who should I submit it to?" },
+    // Add more common questions as needed
 ];
\ No newline at end of file
diff --git a/frontend/app/components/ui/chat/chat-input.tsx b/frontend/app/components/ui/chat/chat-input.tsx
index 4b12013..48a2c0a 100644
--- a/frontend/app/components/ui/chat/chat-input.tsx
+++ b/frontend/app/components/ui/chat/chat-input.tsx
@@ -20,7 +20,7 @@ export default function ChatInput(
           autoFocus
           name="message"
           placeholder="Type a Message"
-          className="flex-1 bg-white dark:bg-zinc-500/30 z-10"
+          className="flex-1 bg-white dark:bg-zinc-500/30"
           value={props.input}
           onChange={props.handleInputChange}
         />
diff --git a/frontend/app/components/ui/chat/chat-messages.tsx b/frontend/app/components/ui/chat/chat-messages.tsx
index a330dae..151f165 100644
--- a/frontend/app/components/ui/chat/chat-messages.tsx
+++ b/frontend/app/components/ui/chat/chat-messages.tsx
@@ -29,23 +29,25 @@ export default function ChatMessages(
   }, [messageLength, lastMessage]);
 
   return (
-    <div className="w-full rounded-xl bg-white dark:bg-zinc-700/30 dark:from-inherit p-4 shadow-xl pb-0">
-      <div
-        className="flex h-[50vh] flex-col gap-5 divide-y overflow-y-auto pb-4"
-        ref={scrollableChatContainerRef}
-      >
-        {props.messages.map((m) => (
-          <ChatMessage key={m.id} {...m} />
-        ))}
+    messageLength > 0 && (
+      <div className="w-full rounded-xl bg-white dark:bg-zinc-700/30 dark:from-inherit p-4 shadow-xl pb-0">
+        <div
+          className="flex h-[50vh] flex-col gap-5 divide-y overflow-y-auto pb-4"
+          ref={scrollableChatContainerRef}
+        >
+          {props.messages.map((m) => (
+            <ChatMessage key={m.id} {...m} />
+          ))}
+        </div>
+        <div className="flex justify-end py-4">
+          <ChatActions
+            reload={props.reload}
+            stop={props.stop}
+            showReload={showReload}
+            showStop={showStop}
+          />
+        </div>
       </div>
-      <div className="flex justify-end py-4">
-        <ChatActions
-          reload={props.reload}
-          stop={props.stop}
-          showReload={showReload}
-          showStop={showStop}
-        />
-      </div>
-    </div>
+    )
   );
 }
diff --git a/frontend/app/components/ui/chat/chat-selection.tsx b/frontend/app/components/ui/chat/chat-selection.tsx
new file mode 100644
index 0000000..7867e8c
--- /dev/null
+++ b/frontend/app/components/ui/chat/chat-selection.tsx
@@ -0,0 +1,55 @@
+"use client";
+
+import { useState, useEffect } from 'react';
+import { ChatHandler } from '@/app/components/ui/chat';
+
+const DocumentSet = [
+    'PSSCOC',
+    'EIR',
+    // Add More Document Set as needed
+];
+
+export default function ChatSelection(
+    props: Pick<ChatHandler, "docSelected" | "handleDocSelect">,
+) {
+    const [currentDocumentIndex, setCurrentDocumentIndex] = useState(0);
+
+    const handleDocumentSetChange = (documentSet: string) => {
+        props.handleDocSelect(documentSet);
+    };
+
+    // Automatically advance to the next document set after a delay
+    useEffect(() => {
+        const timer = setInterval(() => {
+            if (currentDocumentIndex < DocumentSet.length - 1) {
+                setCurrentDocumentIndex((prevIndex) => prevIndex + 1);
+            }
+            else {
+                clearInterval(timer); // Stop the timer when all document set have been displayed
+            }
+        }, 100); // Adjust the delay time as needed (e.g., 5000 milliseconds = 5 seconds)
+
+        return () => clearInterval(timer); // Cleanup the timer on component unmount
+    }, [currentDocumentIndex, DocumentSet]);
+
+    return (
+        <div className="w-full rounded-xl bg-white dark:bg-zinc-700/30 dark:from-inherit p-4 shadow-xl pb-0">
+            <div className="rounded-lg pt-5 pr-10 pl-10 flex h-[50vh] flex-col divide-y overflow-y-auto pb-4">
+                <h2 className="text-lg text-center font-semibold mb-4">Select Document Set to Chat with:</h2>
+                {/* <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p> */}
+                {DocumentSet.map((title, index) => (
+                    <ul>
+                        <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentDocumentIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
+                            <button
+                                className="text-blue-500 w-full text-left"
+                                onClick={() => handleDocumentSetChange(title)}
+                            >
+                                {title}
+                            </button>
+                        </li>
+                    </ul>
+                ))}
+            </div>
+        </div>
+    );
+};
\ No newline at end of file
diff --git a/frontend/app/components/ui/chat/chat.interface.ts b/frontend/app/components/ui/chat/chat.interface.ts
index 3256f7f..2f77130 100644
--- a/frontend/app/components/ui/chat/chat.interface.ts
+++ b/frontend/app/components/ui/chat/chat.interface.ts
@@ -5,6 +5,8 @@ export interface Message {
 }
 
 export interface ChatHandler {
+  docSelected: string;
+  handleDocSelect: (doc: string) => void;
   messages: Message[];
   input: string;
   isLoading: boolean;
diff --git a/frontend/app/components/ui/chat/index.ts b/frontend/app/components/ui/chat/index.ts
index c7990f9..f1b08d5 100644
--- a/frontend/app/components/ui/chat/index.ts
+++ b/frontend/app/components/ui/chat/index.ts
@@ -1,5 +1,6 @@
 import ChatInput from "./chat-input";
 import ChatMessages from "./chat-messages";
+import ChatSelection from "./chat-selection";
 
 export { type ChatHandler, type Message } from "./chat.interface";
-export { ChatInput, ChatMessages };
+export { ChatInput, ChatMessages, ChatSelection };

From 5da5c433dc7643257a7b09482ed43d981288f6d7 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 16:36:30 +0800
Subject: [PATCH 21/40] Updated Search frontend with options to search in
 PSSCOC & EIR docs + Refactored coded

---
 frontend/app/components/search-section.tsx    | 55 ++++++++++++-------
 .../autofill-search-prompt-dialog.tsx         | 23 +++++---
 .../components/ui/autofill-prompt/index.ts    |  4 ++
 frontend/app/components/ui/search/index.ts    |  7 +++
 .../app/components/ui/search/search-input.tsx | 21 +++----
 .../components/ui/search/search-results.tsx   | 33 ++++++-----
 .../components/ui/search/search-selection.tsx | 55 +++++++++++++++++++
 .../components/ui/search/search.interface.ts  |  2 +
 8 files changed, 145 insertions(+), 55 deletions(-)
 create mode 100644 frontend/app/components/ui/autofill-prompt/index.ts
 create mode 100644 frontend/app/components/ui/search/index.ts
 create mode 100644 frontend/app/components/ui/search/search-selection.tsx

diff --git a/frontend/app/components/search-section.tsx b/frontend/app/components/search-section.tsx
index 8aec5b3..f2331a5 100644
--- a/frontend/app/components/search-section.tsx
+++ b/frontend/app/components/search-section.tsx
@@ -2,16 +2,14 @@
 "use client";
 
 import { useState, ChangeEvent, FormEvent } from "react";
-import useSearch from "@/app/components/ui/search/useSearch";
-import SearchResults from "@/app/components/ui/search/search-results";
-import SearchInput from "@/app/components/ui/search/search-input";
-import AutofillSearchQuery from "@/app/components/ui/autofill-prompt/autofill-search-prompt-dialog";
+import { AutofillSearchQuery } from "@/app/components/ui/autofill-prompt";
+import { SearchSelection, useSearch, SearchResults, SearchInput } from "./ui/search";
 
 const SearchSection: React.FC = () => {
   const [query, setQuery] = useState("");
   const { searchResults, isLoading, handleSearch } = useSearch();
   const [searchButtonPressed, setSearchButtonPressed] = useState(false);
-
+  const [docSelected, setDocSelected] = useState<string>('');
 
   const handleInputChange = (e: ChangeEvent<HTMLInputElement>) => {
     setQuery(e.target.value);
@@ -26,21 +24,38 @@ const SearchSection: React.FC = () => {
 
   return (
     <div className="space-y-4 max-w-5xl w-full">
-      <SearchInput
-        query={query}
-        isLoading={isLoading}
-        results={searchResults}
-        onInputChange={handleInputChange}
-        onSearchSubmit={handleSearchSubmit}
-      />
-      <AutofillSearchQuery
-        query={query}
-        isLoading={isLoading}
-        results={searchResults}
-        onInputChange={handleInputChange}
-        onSearchSubmit={handleSearchSubmit}
-      />
-      <SearchResults query={query} results={searchResults} isLoading={isLoading} searchButtonPressed={searchButtonPressed} />
+      {docSelected ? (
+        <>
+          <h2 className="text-lg text-center font-semibold mb-4">Searching in {docSelected}</h2>
+          <SearchInput
+            docSelected={docSelected}
+            query={query}
+            isLoading={isLoading}
+            results={searchResults}
+            onInputChange={handleInputChange}
+            onSearchSubmit={handleSearchSubmit}
+          />
+          <AutofillSearchQuery
+            docSelected={docSelected}
+            query={query}
+            isLoading={isLoading}
+            results={searchResults}
+            onInputChange={handleInputChange}
+            onSearchSubmit={handleSearchSubmit}
+          />
+          <SearchResults
+            query={query}
+            results={searchResults}
+            isLoading={isLoading}
+            searchButtonPressed={searchButtonPressed}
+          />
+        </>
+      ) : (
+        <SearchSelection
+          docSelected={docSelected}
+          handleDocSelect={setDocSelected}
+        />
+      )}
     </div>
   );
 };
diff --git a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
index 86f004c..fc73087 100644
--- a/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
+++ b/frontend/app/components/ui/autofill-prompt/autofill-search-prompt-dialog.tsx
@@ -1,16 +1,12 @@
 import { useEffect, useState } from "react";
-import { QuestionsBankProp, psscocQuestionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
+import { QuestionsBankProp, psscocQuestionsBank, eirQuestionsBank } from "@/app/components/ui/autofill-prompt/autofill-prompt.interface";
 import { SearchHandler } from "@/app/components/ui/search/search.interface";
 
 export default function AutofillSearchQuery(
   props: Pick<
     SearchHandler,
-    "query" | "isLoading" | "onSearchSubmit" | "onInputChange" | "results" | "searchButtonPressed"
+    "docSelected" | "query" | "isLoading" | "onSearchSubmit" | "onInputChange" | "results" | "searchButtonPressed"
   >,
-  // Optional prop for the dialog message
-  dialogMessage?: string,
-  // Optional prop for the selected document set
-  docSelected?: string
 ) {
   // Keep track of whether to show the overlay
   const [showOverlay, setShowOverlay] = useState(true);
@@ -18,6 +14,8 @@ export default function AutofillSearchQuery(
   const [randomQuestions, setRandomQuestions] = useState<QuestionsBankProp[]>([]);
   // Keep track of the current question index
   const [currentQuestionIndex, setCurrentQuestionIndex] = useState(0);
+  // Questions bank for PSSCOC or EIR
+  const [questionsBank, setQuestionsBank] = useState<QuestionsBankProp[]>(psscocQuestionsBank);
 
   // Shuffle the array using Fisher-Yates algorithm
   function shuffleArray(array: any[]) {
@@ -32,8 +30,15 @@ export default function AutofillSearchQuery(
 
   // Randomly select a subset of 3-4 questions
   useEffect(() => {
+    // Select the questions bank based on the document set selected
+    if (props.docSelected === "EIR") {
+      setQuestionsBank(eirQuestionsBank);
+    }
+    else {
+      setQuestionsBank(psscocQuestionsBank);
+    }
     // Shuffle the questionsBank array
-    const shuffledQuestions = shuffleArray(psscocQuestionsBank);
+    const shuffledQuestions = shuffleArray(questionsBank);
     // Get a random subset of 3-4 questions
     const subsetSize = Math.floor(Math.random() * 2) + 3; // Randomly choose between 3 and 4
     const selectedQuestions = shuffledQuestions.slice(0, subsetSize);
@@ -41,7 +46,7 @@ export default function AutofillSearchQuery(
     setTimeout(() => {
       setRandomQuestions(selectedQuestions);
     }, 300);
-  }, []);
+  }, [questionsBank, props.docSelected]);
 
 
   // Hide overlay when there are query
@@ -80,7 +85,7 @@ export default function AutofillSearchQuery(
       {showOverlay && (
         <div className="relative mx-auto">
           <div className="rounded-lg pt-5 pr-10 pl-10 flex flex-col divide-y overflow-y-auto pb-4 bg-white dark:bg-zinc-700/30 shadow-xl">
-            <h2 className="text-lg text-center font-semibold mb-4">How can I help you today?</h2>
+            <h2 className="text-lg text-center font-semibold mb-4">How can I help with {props.docSelected} today?</h2>
             {/* {dialogMessage && <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p>} */}
             {randomQuestions.map((question, index) => (
               <ul>
diff --git a/frontend/app/components/ui/autofill-prompt/index.ts b/frontend/app/components/ui/autofill-prompt/index.ts
new file mode 100644
index 0000000..153d832
--- /dev/null
+++ b/frontend/app/components/ui/autofill-prompt/index.ts
@@ -0,0 +1,4 @@
+import AutofillQuestion from "./autofill-prompt-dialog";
+import AutofillSearchQuery from "./autofill-search-prompt-dialog";
+
+export { AutofillQuestion, AutofillSearchQuery };
\ No newline at end of file
diff --git a/frontend/app/components/ui/search/index.ts b/frontend/app/components/ui/search/index.ts
new file mode 100644
index 0000000..71f3857
--- /dev/null
+++ b/frontend/app/components/ui/search/index.ts
@@ -0,0 +1,7 @@
+import SearchResults from "./search-results";
+import SearchInput from "./search-input";
+import SearchSelection from "./search-selection";
+import useSearch from "./useSearch";
+
+export { type SearchHandler, type SearchResult } from "./search.interface";
+export { SearchResults, SearchInput, useSearch, SearchSelection };
\ No newline at end of file
diff --git a/frontend/app/components/ui/search/search-input.tsx b/frontend/app/components/ui/search/search-input.tsx
index 4fd3113..db973a4 100644
--- a/frontend/app/components/ui/search/search-input.tsx
+++ b/frontend/app/components/ui/search/search-input.tsx
@@ -5,16 +5,13 @@ import { Input } from "@/app/components/ui/input";
 import { Search } from "lucide-react";
 import { SearchHandler } from "@/app/components/ui/search/search.interface";
 
-const SearchInput: React.FC<SearchHandler> = ({
-    query,
-    isLoading,
-    onInputChange,
-    onSearchSubmit,
-}) => {
+export default function SearchInput (
+    props: Pick<SearchHandler, "docSelected" | "isLoading" | "results" | "onInputChange" | "onSearchSubmit" | "query">
+) {
     return (
 
         <form
-            onSubmit={onSearchSubmit}
+            onSubmit={props.onSearchSubmit}
             className="w-full items-start justify-between gap-4 rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl"
         >
             <div className="flex w-full items-start justify-between gap-4">
@@ -22,14 +19,14 @@ const SearchInput: React.FC<SearchHandler> = ({
                     autoFocus
                     name="query"
                     placeholder="Enter a text to search..."
-                    value={query}
-                    onChange={onInputChange}
+                    value={props.query}
+                    onChange={props.onInputChange}
                     className="flex-1 bg-white dark:bg-zinc-500/30"
                 />
-                <Button type="submit" disabled={isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
+                <Button type="submit" disabled={props.isLoading} className="hidden md:flex items-center transition duration-300 ease-in-out transform hover:scale-110">
                     Search
                 </Button>
-                <Button type="submit" disabled={isLoading} className="md:hidden"> {/* Hide on larger screens */}
+                <Button type="submit" disabled={props.isLoading} className="md:hidden"> {/* Hide on larger screens */}
                     <Search className="h-5 w-5" />
                 </Button>
             </div>
@@ -37,5 +34,3 @@ const SearchInput: React.FC<SearchHandler> = ({
         </form >
     );
 };
-
-export default SearchInput;
diff --git a/frontend/app/components/ui/search/search-results.tsx b/frontend/app/components/ui/search/search-results.tsx
index 7ec6deb..7df6380 100644
--- a/frontend/app/components/ui/search/search-results.tsx
+++ b/frontend/app/components/ui/search/search-results.tsx
@@ -5,28 +5,30 @@ import { ToastContainer, toast } from 'react-toastify';
 import 'react-toastify/dist/ReactToastify.css';
 import { SearchHandler, SearchResult } from "@/app/components/ui/search/search.interface";
 
-const SearchResults: React.FC<SearchHandler> = ({ query, results, isLoading, searchButtonPressed }) => {
+export default function SearchResults(
+     props: Pick<SearchHandler, "query" | "results" | "isLoading" | "searchButtonPressed">
+    ) {
     const [sortedResults, setSortedResults] = useState<SearchResult[]>([]);
     const [expandedResult, setExpandedResult] = useState<number | null>(null);
 
     // Sort results by similarity score whenever results or query change
     useEffect(() => {
-        if (query.trim() === "" && !searchButtonPressed) {
+        if (props.query.trim() === "" && !props.searchButtonPressed) {
             // Reset sortedResults when query is empty
             setSortedResults([]);
-        } else if (query.trim() !== "" && searchButtonPressed) {
+        } else if (props.query.trim() !== "" && props.searchButtonPressed) {
             // if results are empty
-            if (results.length === 0) {
+            if (props.results.length === 0) {
                 setSortedResults([]);
             }
             else {
                 // Sort results by similarity score
-                const sorted = results.slice().sort((a, b) => b.similarity_score - a.similarity_score);
+                const sorted = props.results.slice().sort((a, b) => b.similarity_score - a.similarity_score);
                 // Update sortedResults state
                 setSortedResults(sorted);
             }
         }
-    }, [query, results]);
+    }, [props.query, props.results]);
 
     // Log sortedResults outside of useEffect to ensure you're getting the updated state
     // console.log("Sorted results:", sortedResults);
@@ -42,19 +44,26 @@ const SearchResults: React.FC<SearchHandler> = ({ query, results, isLoading, sea
 
     // Handle Reseting the expanded result when the search button is pressed
     useEffect(() => {
-        if (searchButtonPressed) {
+        if (props.searchButtonPressed) {
             setExpandedResult(null);
         }
-    }, [searchButtonPressed]);
+    }, [props.searchButtonPressed]);
+
+    // Handle when query is empty and search button is pressed
+    if (props.query.trim() === "" && props.searchButtonPressed) {
+        return (
+            null
+        );
+    }
 
     // Handle when there are no search results and search button is not pressed
-    if (sortedResults.length === 0 && !searchButtonPressed) {
+    if (sortedResults.length === 0 && !props.searchButtonPressed) {
         return (
             null
         );
     }
 
-    if (isLoading) {
+    if (props.isLoading) {
         return (
             <div className="flex w-full items-center justify-center rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl">
                 <IconSpinner className="mr-2 animate-spin" />
@@ -64,7 +73,7 @@ const SearchResults: React.FC<SearchHandler> = ({ query, results, isLoading, sea
     }
 
     // Handle when there are no search results
-    if (sortedResults.length === 0 && query.trim() !== "" && searchButtonPressed) {
+    if (sortedResults.length === 0 && props.query.trim() !== "" && props.searchButtonPressed) {
         return (
             <div className="flex w-full items-center justify-center rounded-xl bg-white dark:bg-zinc-700/30 p-4 shadow-xl">
                 <p>No results found.</p>
@@ -141,5 +150,3 @@ const SearchResults: React.FC<SearchHandler> = ({ query, results, isLoading, sea
         </div>
     );
 };
-
-export default SearchResults;
diff --git a/frontend/app/components/ui/search/search-selection.tsx b/frontend/app/components/ui/search/search-selection.tsx
new file mode 100644
index 0000000..bac120f
--- /dev/null
+++ b/frontend/app/components/ui/search/search-selection.tsx
@@ -0,0 +1,55 @@
+"use client";
+
+import { useState, useEffect } from 'react';
+import { SearchHandler } from './search.interface';
+
+const DocumentSet = [
+    'PSSCOC',
+    'EIR',
+    // Add More Document Set as needed
+];
+
+export default function SearchSelection(
+    props: Pick<SearchHandler, "docSelected" | "handleDocSelect">,
+) {
+    const [currentDocumentIndex, setCurrentDocumentIndex] = useState(0);
+
+    const handleDocumentSetChange = (documentSet: string) => {
+        props.handleDocSelect(documentSet);
+    };
+
+    // Automatically advance to the next document set after a delay
+    useEffect(() => {
+        const timer = setInterval(() => {
+            if (currentDocumentIndex < DocumentSet.length - 1) {
+                setCurrentDocumentIndex((prevIndex) => prevIndex + 1);
+            }
+            else {
+                clearInterval(timer); // Stop the timer when all document set have been displayed
+            }
+        }, 100); // Adjust the delay time as needed (e.g., 5000 milliseconds = 5 seconds)
+
+        return () => clearInterval(timer); // Cleanup the timer on component unmount
+    }, [currentDocumentIndex, DocumentSet]);
+
+    return (
+        <div className="w-full rounded-xl bg-white dark:bg-zinc-700/30 dark:from-inherit p-4 shadow-xl pb-0">
+            <div className="rounded-lg pt-5 pr-10 pl-10 flex h-[50vh] flex-col divide-y overflow-y-auto pb-4">
+                <h2 className="text-lg text-center font-semibold mb-4">Select Document Set to Search in:</h2>
+                {/* <p className="text-center text-sm text-gray-500 mb-4">{dialogMessage}</p> */}
+                {DocumentSet.map((title, index) => (
+                    <ul>
+                        <li key={index} className={`p-2 mb-2 border border-zinc-500/30 dark:border-white rounded-lg hover:bg-zinc-500/30 transition duration-300 ease-in-out transform cursor-pointer ${index <= currentDocumentIndex ? 'opacity-100 duration-500' : 'opacity-0'}`}>
+                            <button
+                                className="text-blue-500 w-full text-left"
+                                onClick={() => handleDocumentSetChange(title)}
+                            >
+                                {title}
+                            </button>
+                        </li>
+                    </ul>
+                ))}
+            </div>
+        </div>
+    );
+};
\ No newline at end of file
diff --git a/frontend/app/components/ui/search/search.interface.ts b/frontend/app/components/ui/search/search.interface.ts
index 7d390b9..89797c9 100644
--- a/frontend/app/components/ui/search/search.interface.ts
+++ b/frontend/app/components/ui/search/search.interface.ts
@@ -1,6 +1,8 @@
 import { ChangeEvent, FormEvent } from "react";
 
 export interface SearchHandler {
+    docSelected: string;
+    handleDocSelect: (doc: string) => void;
     query: string;
     isLoading: boolean;
     onInputChange?: (e: ChangeEvent<HTMLInputElement>) => void;

From d6f35929271084f56facade954190672418532d9 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 16:46:52 +0800
Subject: [PATCH 22/40] Updated About Page

---
 frontend/app/about/page.tsx | 57 +++++++++++++++++++++++++++++++++++++
 1 file changed, 57 insertions(+)

diff --git a/frontend/app/about/page.tsx b/frontend/app/about/page.tsx
index b2fb382..89f46b2 100644
--- a/frontend/app/about/page.tsx
+++ b/frontend/app/about/page.tsx
@@ -19,6 +19,63 @@ export default function About() {
             With cutting-edge technology, including Large Language Models (LLM) like GPT, BERT, and advanced chatbot
             integration, we aim to revolutionize the way JTC employees access and comprehend crucial documents.
           </p>
+          <p className="text-l mb-4">
+            We are committed to providing accurate, reliable, and user-friendly information retrieval services that
+            empower JTC employees to make informed decisions and stay compliant with the latest regulations.
+          </p>
+          <p className="text-l mb-4">
+            Thank you for choosing Smart Retrieval. We look forward to serving you and making your work life easier.
+          </p>
+
+          <h2 className="text-2xl md:text-4xl font-bold mt-8 mb-4">Functions of Smart Retrieval</h2>
+          <p className="text-l mb-4">
+            Smart Retrieval is designed to provide users with a seamless and efficient experience when searching for
+            information. Some of the key functions of Smart Retrieval include:
+          </p>
+          <ul className="list-disc list-inside mb-4">
+            <li className="text-l">Chat</li>
+            <li className="text-l">Question & Answer (Q&A)</li>
+            <li className="text-l">Search</li>
+          </ul>
+          <p className="text-l mb-4">
+            These functions are designed to cater to different user preferences and requirements, ensuring that users
+            can easily access the information they need.
+          </p>
+
+          <h2 className="text-2xl md:text-4xl font-bold mt-8 mb-4">Functions In-Depth</h2>
+          <h3 className="text-xl md:text-2xl font-bold mt-4 mb-2">Chat</h3>
+          <p className="text-l mb-4">
+            The chat function allows users to interact with Smart Retrieval through a conversational interface via a fixed set of documents.
+            Users can ask questions, seek information, and engage in dialogue with the system to retrieve the information they
+            need. The chat function is designed to be intuitive, user-friendly, and responsive, providing users with a
+            seamless experience. Current document sets include:
+          </p>
+          <ul className="list-disc list-inside mb-4">
+            <li className="text-l">PSSCOC</li>
+            <li className="text-l">EIR</li>
+            <li className="text-l">And more...</li>
+          </ul>
+
+          <h3 className="text-xl md:text-2xl font-bold mt-4 mb-2">Question & Answer (Q&A)</h3>
+          <p className="text-l mb-4">
+            The Q&A function enables users to ask specific questions relating to their own documents and receive accurate answers from Smart Retrieval.
+            Users can simply upload their files and input their queries, and the system will provide relevant information based on the question asked.
+            The Q&A function is designed to provide users with precise and concise answers to their queries, enhancing
+            the information retrieval process.
+          </p>
+
+          <h3 className="text-xl md:text-2xl font-bold mt-4 mb-2">Search</h3>
+          <p className="text-l mb-4">
+            The search function allows users to input keywords or phrases to search for specific information within the
+            document repository. Users can enter their search queries, and the system will retrieve relevant documents
+            based on the search terms provided. The search function is designed to help users quickly locate the
+            information they need, streamlining the search process.
+          </p>
+
+          <h2 className="text-2xl md:text-4xl font-bold mt-8 mb-4">Disclaimer</h2>
+          <p className="text-l mb-4">
+            The answer provided by Smart Retrieval may not be accurate and might be prone to hallucination. Users are advised to fact-check the answer and not use it as is. Smart Retrieval is not responsible for any consequences arising from the use of the answer.
+          </p>
         </div>
       </div>
     </div>

From e3c7e99fc02b8999b131f8eda64fef633f4f51a7 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 16:50:10 +0800
Subject: [PATCH 23/40] Increased container width

---
 frontend/app/about/page.tsx            | 2 +-
 frontend/app/privacy-policy/page.tsx   | 2 +-
 frontend/app/terms-of-service/page.tsx | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/frontend/app/about/page.tsx b/frontend/app/about/page.tsx
index 89f46b2..6e86a98 100644
--- a/frontend/app/about/page.tsx
+++ b/frontend/app/about/page.tsx
@@ -4,7 +4,7 @@ export default function About() {
 
   return (
     <div className="rounded-xl shadow-xl p-4 max-w-5xl w-full">
-      <div className="max-w-2xl mx-auto p-4">
+      <div className="max-w-4xl mx-auto p-4">
         <div className="bg-gradient-to-r from-blue-500 to-indigo-500 text-white p-8 rounded-lg shadow-lg">
           <h1 className="text-2xl md:text-4xl font-bold mb-4">About Smart Retrieval</h1>
           <p className="text-l mb-4">
diff --git a/frontend/app/privacy-policy/page.tsx b/frontend/app/privacy-policy/page.tsx
index 118c006..ecc0943 100644
--- a/frontend/app/privacy-policy/page.tsx
+++ b/frontend/app/privacy-policy/page.tsx
@@ -3,7 +3,7 @@
 const PrivacyPolicyPage: React.FC = () => {
     return (
         <div className="rounded-xl shadow-xl p-4 max-w-5xl w-full">
-            <div className="max-w-3xl mx-auto p-4">
+            <div className="max-w-4xl mx-auto p-4">
                 <div className="bg-gradient-to-r from-blue-500 to-indigo-500 text-white p-8 rounded-lg shadow-lg">
                     <h1 className="text-2xl md:text-4xl font-bold mb-4">Privacy Policy</h1>
                     <span>
diff --git a/frontend/app/terms-of-service/page.tsx b/frontend/app/terms-of-service/page.tsx
index ec41ac4..3b2074f 100644
--- a/frontend/app/terms-of-service/page.tsx
+++ b/frontend/app/terms-of-service/page.tsx
@@ -5,7 +5,7 @@ import React from 'react';
 const TermsOfServicePage: React.FC = () => {
     return (
         <div className="rounded-xl shadow-xl p-4 max-w-5xl w-full">
-            <div className="max-w-3xl mx-auto p-4">
+            <div className="max-w-4xl mx-auto p-4">
                 <div className="bg-gradient-to-r from-blue-500 to-indigo-500 text-white p-8 rounded-lg shadow-lg">
                     <h1 className="text-2xl md:text-4xl font-bold mb-4">Terms of Service</h1>
                     <span>

From c473892134e37d41c97f9d604d1123255c396244 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 26 Mar 2024 17:17:52 +0800
Subject: [PATCH 24/40] Update packages & fixed linting

---
 frontend/app/components/query-section.tsx |    3 +-
 frontend/app/sign-in/page.tsx             |   13 +-
 frontend/package-lock.json                | 2929 ++++++++++++---------
 3 files changed, 1670 insertions(+), 1275 deletions(-)

diff --git a/frontend/app/components/query-section.tsx b/frontend/app/components/query-section.tsx
index 55d7f5e..1b82b77 100644
--- a/frontend/app/components/query-section.tsx
+++ b/frontend/app/components/query-section.tsx
@@ -2,7 +2,7 @@
 
 import { useChat } from "ai/react";
 import { ChatInput, ChatMessages } from "@/app/components/ui/chat";
-import AutofillQuestion from "@/app/components/ui/autofill-prompt/autofill-prompt-dialog";
+import { AutofillQuestion } from "./ui/autofill-prompt";
 import { useSession } from "next-auth/react";
 
 export default function QuerySection() {
@@ -32,6 +32,7 @@ export default function QuerySection() {
                 stop={stop}
             />
             <AutofillQuestion
+                docSelected="PSSCOC"
                 messages={messages}
                 isLoading={isLoading}
                 handleSubmit={handleSubmit}
diff --git a/frontend/app/sign-in/page.tsx b/frontend/app/sign-in/page.tsx
index e77fd9c..661a934 100644
--- a/frontend/app/sign-in/page.tsx
+++ b/frontend/app/sign-in/page.tsx
@@ -2,6 +2,8 @@
 
 import { GoogleLoginButton, SGIDLoginButton } from '@/app/components/ui/login-buttons';
 import { useRouter } from 'next/navigation';
+import { Suspense } from 'react'
+import { Skeleton } from "@nextui-org/react";
 
 const SignInPage = () => {
   const router = useRouter();
@@ -15,8 +17,15 @@ const SignInPage = () => {
               Your intelligent solution for quick and accurate information retrieval.
             </p>
             <div className="flex flex-col gap-4">
-              <GoogleLoginButton />
-              <SGIDLoginButton />
+              <Suspense fallback={
+                <>
+                  <Skeleton/>
+                  <Skeleton/>
+                </>
+              }>
+                <GoogleLoginButton />
+                <SGIDLoginButton />
+              </Suspense>
               <p className="text-gray-200 text-sm">
                 Note: SGID login is only available via SingPass App.
               </p>
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 74116cc..aefcc94 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -65,22 +65,22 @@
       }
     },
     "node_modules/@ampproject/remapping": {
-      "version": "2.2.1",
-      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
-      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
+      "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
       "peer": true,
       "dependencies": {
-        "@jridgewell/gen-mapping": "^0.3.0",
-        "@jridgewell/trace-mapping": "^0.3.9"
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
       },
       "engines": {
         "node": ">=6.0.0"
       }
     },
     "node_modules/@auth/core": {
-      "version": "0.28.0",
-      "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.28.0.tgz",
-      "integrity": "sha512-/fh/tb/L4NMSYcyPoo4Imn8vN6MskcVfgESF8/ndgtI4fhD/7u7i5fTVzWgNRZ4ebIEGHNDbWFRxaTu1NtQgvA==",
+      "version": "0.28.1",
+      "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.28.1.tgz",
+      "integrity": "sha512-gvp74mypYZADpTlfGRp6HE0G3pIHWvtJpy+KZ+8FvY0cmlIpHog+jdMOdd29dQtLtN25kF2YbfHsesCFuGUQbg==",
       "dependencies": {
         "@panva/hkdf": "^1.1.1",
         "@types/cookie": "0.6.0",
@@ -107,57 +107,21 @@
         }
       }
     },
-    "node_modules/@auth/core/node_modules/cookie": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.6.0.tgz",
-      "integrity": "sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw==",
-      "engines": {
-        "node": ">= 0.6"
-      }
-    },
-    "node_modules/@auth/core/node_modules/jose": {
-      "version": "5.2.3",
-      "resolved": "https://registry.npmjs.org/jose/-/jose-5.2.3.tgz",
-      "integrity": "sha512-KUXdbctm1uHVL8BYhnyHkgp3zDX5KW8ZhAKVFEfUbU2P8Alpzjb+48hHvjOdQIyPshoblhzsuqOwEEAbtHVirA==",
-      "funding": {
-        "url": "https://github.com/sponsors/panva"
-      }
-    },
-    "node_modules/@auth/core/node_modules/preact": {
-      "version": "10.11.3",
-      "resolved": "https://registry.npmjs.org/preact/-/preact-10.11.3.tgz",
-      "integrity": "sha512-eY93IVpod/zG3uMF22Unl8h9KkrcKIRs2EGar8hwLZZDU1lkjph303V9HZBwufh2s736U6VXuhD109LYqPoffg==",
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/preact"
-      }
-    },
-    "node_modules/@auth/core/node_modules/preact-render-to-string": {
-      "version": "5.2.3",
-      "resolved": "https://registry.npmjs.org/preact-render-to-string/-/preact-render-to-string-5.2.3.tgz",
-      "integrity": "sha512-aPDxUn5o3GhWdtJtW0svRC2SS/l8D9MAgo2+AWml+BhDImb27ALf04Q2d+AHqUUOc6RdSXFIBVa2gxzgMKgtZA==",
-      "dependencies": {
-        "pretty-format": "^3.8.0"
-      },
-      "peerDependencies": {
-        "preact": ">=10"
-      }
-    },
     "node_modules/@auth/supabase-adapter": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/@auth/supabase-adapter/-/supabase-adapter-0.6.0.tgz",
-      "integrity": "sha512-/cA+okMRE+A2WCaO7QBXZ+/mXZw9uz82DwgCzfnmviYNNS/vt9gylnf7ow0MNDb0tYzbm8SubKqyK1uUD3+OyQ==",
+      "version": "0.6.1",
+      "resolved": "https://registry.npmjs.org/@auth/supabase-adapter/-/supabase-adapter-0.6.1.tgz",
+      "integrity": "sha512-xD7scVGms+X13F5hGce8oErQmxQXG+OKJD38zZ+hTmUoALNiDhK/COmy0hPtkXnAAVH///iuI0r7rzpawWuj7g==",
       "dependencies": {
-        "@auth/core": "0.28.0"
+        "@auth/core": "0.28.1"
       },
       "peerDependencies": {
         "@supabase/supabase-js": "^2.0.5"
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.23.3",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.23.3.tgz",
-      "integrity": "sha512-uVsWNvlVsIninV2prNz/3lHCb+5CJ+e+IUBfbjToAHODtfGYLfCFuY4AU7TskI+dAKk+njsPiBjq1gKTvZOBaw==",
+      "version": "7.24.1",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.24.1.tgz",
+      "integrity": "sha512-Zo9c7N3xdOIQrNip7Lc9wvRPzlRtovHVE4lkz8WEDr7uYh/GMQhSiIgFxGIArRHYdJE5kxtZjAf8rT0xhdLCzg==",
       "peer": true,
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -167,9 +131,9 @@
       }
     },
     "node_modules/@babel/runtime": {
-      "version": "7.23.2",
-      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.23.2.tgz",
-      "integrity": "sha512-mM8eg4yl5D6i3lu2QKPuPH4FArvJ8KhTofbE7jwMUv9KX5mBvwPAqnV3MlyBNqdp9RyRKP6Yck8TrfYrPvX3bg==",
+      "version": "7.24.1",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.24.1.tgz",
+      "integrity": "sha512-+BIznRzyqBf+2wCTxcKE3wDjfGeCoVE61KSHGpkzqrLi8qxqFwBeUFyId2cxkTmm55fzDGnm0+yCxaxygrLUnQ==",
       "dependencies": {
         "regenerator-runtime": "^0.14.0"
       },
@@ -178,37 +142,20 @@
       }
     },
     "node_modules/@emnapi/runtime": {
-      "version": "0.45.0",
-      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-0.45.0.tgz",
-      "integrity": "sha512-Txumi3td7J4A/xTTwlssKieHKTGl3j4A1tglBx72auZ49YK7ePY6XZricgIg9mnZT4xPfA+UPCUdnhRuEFDL+w==",
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.1.0.tgz",
+      "integrity": "sha512-gCGlE0fJGWalfy+wbFApjhKn6uoSVvopru77IPyxNKkjkaiSx2HxDS7eOYSmo9dcMIhmmIvoxiC3N9TM1c3EaA==",
       "optional": true,
       "dependencies": {
         "tslib": "^2.4.0"
       }
     },
-    "node_modules/@emotion/is-prop-valid": {
-      "version": "0.8.8",
-      "resolved": "https://registry.npmjs.org/@emotion/is-prop-valid/-/is-prop-valid-0.8.8.tgz",
-      "integrity": "sha512-u5WtneEAr5IDG2Wv65yhunPSMLIpuKsbuOktRojfrEiEvRyC85LgPMZI63cr7NUqT8ZIGdSVg8ZKGxIug4lXcA==",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@emotion/memoize": "0.7.4"
-      }
-    },
-    "node_modules/@emotion/memoize": {
-      "version": "0.7.4",
-      "resolved": "https://registry.npmjs.org/@emotion/memoize/-/memoize-0.7.4.tgz",
-      "integrity": "sha512-Ja/Vfqe3HpuzRsG1oBtWTHk2PGZ7GR+2Vz5iYGelAw8dx32K0y7PjVuxK6z1nMpZOqAFsRUPCkK1YjJ56qJlgw==",
-      "optional": true,
-      "peer": true
-    },
     "node_modules/@formatjs/ecma402-abstract": {
-      "version": "1.18.0",
-      "resolved": "https://registry.npmjs.org/@formatjs/ecma402-abstract/-/ecma402-abstract-1.18.0.tgz",
-      "integrity": "sha512-PEVLoa3zBevWSCZzPIM/lvPCi8P5l4G+NXQMc/CjEiaCWgyHieUoo0nM7Bs0n/NbuQ6JpXEolivQ9pKSBHaDlA==",
+      "version": "1.18.2",
+      "resolved": "https://registry.npmjs.org/@formatjs/ecma402-abstract/-/ecma402-abstract-1.18.2.tgz",
+      "integrity": "sha512-+QoPW4csYALsQIl8GbN14igZzDbuwzcpWrku9nyMXlaqAlwRBgl5V+p0vWMGFqHOw37czNXaP/lEk4wbLgcmtA==",
       "dependencies": {
-        "@formatjs/intl-localematcher": "0.5.2",
+        "@formatjs/intl-localematcher": "0.5.4",
         "tslib": "^2.4.0"
       }
     },
@@ -221,36 +168,36 @@
       }
     },
     "node_modules/@formatjs/icu-messageformat-parser": {
-      "version": "2.7.3",
-      "resolved": "https://registry.npmjs.org/@formatjs/icu-messageformat-parser/-/icu-messageformat-parser-2.7.3.tgz",
-      "integrity": "sha512-X/jy10V9S/vW+qlplqhMUxR8wErQ0mmIYSq4mrjpjDl9mbuGcCILcI1SUYkL5nlM4PJqpc0KOS0bFkkJNPxYRw==",
+      "version": "2.7.6",
+      "resolved": "https://registry.npmjs.org/@formatjs/icu-messageformat-parser/-/icu-messageformat-parser-2.7.6.tgz",
+      "integrity": "sha512-etVau26po9+eewJKYoiBKP6743I1br0/Ie00Pb/S/PtmYfmjTcOn2YCh2yNkSZI12h6Rg+BOgQYborXk46BvkA==",
       "dependencies": {
-        "@formatjs/ecma402-abstract": "1.18.0",
-        "@formatjs/icu-skeleton-parser": "1.7.0",
+        "@formatjs/ecma402-abstract": "1.18.2",
+        "@formatjs/icu-skeleton-parser": "1.8.0",
         "tslib": "^2.4.0"
       }
     },
     "node_modules/@formatjs/icu-skeleton-parser": {
-      "version": "1.7.0",
-      "resolved": "https://registry.npmjs.org/@formatjs/icu-skeleton-parser/-/icu-skeleton-parser-1.7.0.tgz",
-      "integrity": "sha512-Cfdo/fgbZzpN/jlN/ptQVe0lRHora+8ezrEeg2RfrNjyp+YStwBy7cqDY8k5/z2LzXg6O0AdzAV91XS0zIWv+A==",
+      "version": "1.8.0",
+      "resolved": "https://registry.npmjs.org/@formatjs/icu-skeleton-parser/-/icu-skeleton-parser-1.8.0.tgz",
+      "integrity": "sha512-QWLAYvM0n8hv7Nq5BEs4LKIjevpVpbGLAJgOaYzg9wABEoX1j0JO1q2/jVkO6CVlq0dbsxZCngS5aXbysYueqA==",
       "dependencies": {
-        "@formatjs/ecma402-abstract": "1.18.0",
+        "@formatjs/ecma402-abstract": "1.18.2",
         "tslib": "^2.4.0"
       }
     },
     "node_modules/@formatjs/intl-localematcher": {
-      "version": "0.5.2",
-      "resolved": "https://registry.npmjs.org/@formatjs/intl-localematcher/-/intl-localematcher-0.5.2.tgz",
-      "integrity": "sha512-txaaE2fiBMagLrR4jYhxzFO6wEdEG4TPMqrzBAcbr4HFUYzH/YC+lg6OIzKCHm8WgDdyQevxbAAV1OgcXctuGw==",
+      "version": "0.5.4",
+      "resolved": "https://registry.npmjs.org/@formatjs/intl-localematcher/-/intl-localematcher-0.5.4.tgz",
+      "integrity": "sha512-zTwEpWOzZ2CiKcB93BLngUX59hQkuZjT2+SAQEscSm52peDW/getsawMcWF1rGRpMCX6D7nSJA3CzJ8gn13N/g==",
       "dependencies": {
         "tslib": "^2.4.0"
       }
     },
     "node_modules/@img/sharp-darwin-arm64": {
-      "version": "0.33.2",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.33.2.tgz",
-      "integrity": "sha512-itHBs1rPmsmGF9p4qRe++CzCgd+kFYktnsoR1sbIAfsRMrJZau0Tt1AH9KVnufc2/tU02Gf6Ibujx+15qRE03w==",
+      "version": "0.33.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.33.3.tgz",
+      "integrity": "sha512-FaNiGX1MrOuJ3hxuNzWgsT/mg5OHG/Izh59WW2mk1UwYHUwtfbhk5QNKYZgxf0pLOhx9ctGiGa2OykD71vOnSw==",
       "cpu": [
         "arm64"
       ],
@@ -269,13 +216,13 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-arm64": "1.0.1"
+        "@img/sharp-libvips-darwin-arm64": "1.0.2"
       }
     },
     "node_modules/@img/sharp-darwin-x64": {
-      "version": "0.33.2",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.33.2.tgz",
-      "integrity": "sha512-/rK/69Rrp9x5kaWBjVN07KixZanRr+W1OiyKdXcbjQD6KbW+obaTeBBtLUAtbBsnlTTmWthw99xqoOS7SsySDg==",
+      "version": "0.33.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.33.3.tgz",
+      "integrity": "sha512-2QeSl7QDK9ru//YBT4sQkoq7L0EAJZA3rtV+v9p8xTKl4U1bUqTIaCnoC7Ctx2kCjQgwFXDasOtPTCT8eCTXvw==",
       "cpu": [
         "x64"
       ],
@@ -294,13 +241,13 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-x64": "1.0.1"
+        "@img/sharp-libvips-darwin-x64": "1.0.2"
       }
     },
     "node_modules/@img/sharp-libvips-darwin-arm64": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.0.1.tgz",
-      "integrity": "sha512-kQyrSNd6lmBV7O0BUiyu/OEw9yeNGFbQhbxswS1i6rMDwBBSX+e+rPzu3S+MwAiGU3HdLze3PanQ4Xkfemgzcw==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.0.2.tgz",
+      "integrity": "sha512-tcK/41Rq8IKlSaKRCCAuuY3lDJjQnYIW1UXU1kxcEKrfL8WR7N6+rzNoOxoQRJWTAECuKwgAHnPvqXGN8XfkHA==",
       "cpu": [
         "arm64"
       ],
@@ -319,9 +266,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-darwin-x64": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.0.1.tgz",
-      "integrity": "sha512-eVU/JYLPVjhhrd8Tk6gosl5pVlvsqiFlt50wotCvdkFGf+mDNBJxMh+bvav+Wt3EBnNZWq8Sp2I7XfSjm8siog==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.0.2.tgz",
+      "integrity": "sha512-Ofw+7oaWa0HiiMiKWqqaZbaYV3/UGL2wAPeLuJTx+9cXpCRdvQhCLG0IH8YGwM0yGWGLpsF4Su9vM1o6aer+Fw==",
       "cpu": [
         "x64"
       ],
@@ -340,9 +287,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.0.1.tgz",
-      "integrity": "sha512-FtdMvR4R99FTsD53IA3LxYGghQ82t3yt0ZQ93WMZ2xV3dqrb0E8zq4VHaTOuLEAuA83oDawHV3fd+BsAPadHIQ==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.0.2.tgz",
+      "integrity": "sha512-iLWCvrKgeFoglQxdEwzu1eQV04o8YeYGFXtfWU26Zr2wWT3q3MTzC+QTCO3ZQfWd3doKHT4Pm2kRmLbupT+sZw==",
       "cpu": [
         "arm"
       ],
@@ -361,9 +308,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm64": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.0.1.tgz",
-      "integrity": "sha512-bnGG+MJjdX70mAQcSLxgeJco11G+MxTz+ebxlz8Y3dxyeb3Nkl7LgLI0mXupoO+u1wRNx/iRj5yHtzA4sde1yA==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.0.2.tgz",
+      "integrity": "sha512-x7kCt3N00ofFmmkkdshwj3vGPCnmiDh7Gwnd4nUwZln2YjqPxV1NlTyZOvoDWdKQVDL911487HOueBvrpflagw==",
       "cpu": [
         "arm64"
       ],
@@ -382,9 +329,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-s390x": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.0.1.tgz",
-      "integrity": "sha512-3+rzfAR1YpMOeA2zZNp+aYEzGNWK4zF3+sdMxuCS3ey9HhDbJ66w6hDSHDMoap32DueFwhhs3vwooAB2MaK4XQ==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.0.2.tgz",
+      "integrity": "sha512-cmhQ1J4qVhfmS6szYW7RT+gLJq9dH2i4maq+qyXayUSn9/3iY2ZeWpbAgSpSVbV2E1JUL2Gg7pwnYQ1h8rQIog==",
       "cpu": [
         "s390x"
       ],
@@ -403,9 +350,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-x64": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.0.1.tgz",
-      "integrity": "sha512-3NR1mxFsaSgMMzz1bAnnKbSAI+lHXVTqAHgc1bgzjHuXjo4hlscpUxc0vFSAPKI3yuzdzcZOkq7nDPrP2F8Jgw==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.0.2.tgz",
+      "integrity": "sha512-E441q4Qdb+7yuyiADVi5J+44x8ctlrqn8XgkDTwr4qPJzWkaHwD489iZ4nGDgcuya4iMN3ULV6NwbhRZJ9Z7SQ==",
       "cpu": [
         "x64"
       ],
@@ -424,9 +371,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-linuxmusl-arm64": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.0.1.tgz",
-      "integrity": "sha512-5aBRcjHDG/T6jwC3Edl3lP8nl9U2Yo8+oTl5drd1dh9Z1EBfzUKAJFUDTDisDjUwc7N4AjnPGfCA3jl3hY8uDg==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.0.2.tgz",
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+        "url": "https://github.com/sponsors/dcastil"
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@@ -9932,7 +10205,7 @@
         "sucrase-node": "bin/sucrase-node"
       },
       "engines": {
-        "node": ">=8"
+        "node": ">=16 || 14 >=14.17"
       }
     },
     "node_modules/sucrase/node_modules/commander": {
@@ -9967,17 +10240,18 @@
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-      "resolved": "https://registry.npmjs.org/svelte/-/svelte-4.2.4.tgz",
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+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/svelte/-/svelte-4.2.12.tgz",
+      "integrity": "sha512-d8+wsh5TfPwqVzbm4/HCXC783/KPHV60NvwitJnyTA5lWn1elhXMNWhXGCJ7PwPa8qFUnyJNIyuIRt2mT0WMug==",
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         "@ampproject/remapping": "^2.2.1",
         "@jridgewell/sourcemap-codec": "^1.4.15",
         "@jridgewell/trace-mapping": "^0.3.18",
+        "@types/estree": "^1.0.1",
         "acorn": "^8.9.0",
         "aria-query": "^5.3.0",
-        "axobject-query": "^3.2.1",
+        "axobject-query": "^4.0.0",
         "code-red": "^1.0.3",
         "css-tree": "^2.3.1",
         "estree-walker": "^3.0.3",
@@ -9990,10 +10264,29 @@
         "node": ">=16"
       }
     },
+    "node_modules/svelte/node_modules/css-tree": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/css-tree/-/css-tree-2.3.1.tgz",
+      "integrity": "sha512-6Fv1DV/TYw//QF5IzQdqsNDjx/wc8TrMBZsqjL9eW01tWb7R7k/mq+/VXfJCl7SoD5emsJop9cOByJZfs8hYIw==",
+      "peer": true,
+      "dependencies": {
+        "mdn-data": "2.0.30",
+        "source-map-js": "^1.0.1"
+      },
+      "engines": {
+        "node": "^10 || ^12.20.0 || ^14.13.0 || >=15.0.0"
+      }
+    },
+    "node_modules/svelte/node_modules/mdn-data": {
+      "version": "2.0.30",
+      "resolved": "https://registry.npmjs.org/mdn-data/-/mdn-data-2.0.30.tgz",
+      "integrity": "sha512-GaqWWShW4kv/G9IEucWScBx9G1/vsFZZJUO+tD26M8J8z3Kw5RDQjaoZe03YAClgeS/SWPOcb4nkFBTEi5DUEA==",
+      "peer": true
+    },
     "node_modules/swr": {
-      "version": "2.2.4",
-      "resolved": "https://registry.npmjs.org/swr/-/swr-2.2.4.tgz",
-      "integrity": "sha512-njiZ/4RiIhoOlAaLYDqwz5qH/KZXVilRLvomrx83HjzCWTfa+InyfAjv05PSFxnmLzZkNO9ZfvgoqzAaEI4sGQ==",
+      "version": "2.2.5",
+      "resolved": "https://registry.npmjs.org/swr/-/swr-2.2.5.tgz",
+      "integrity": "sha512-QtxqyclFeAsxEUeZIYmsaQ0UjimSq1RZ9Un7I68/0ClKK/U3LoyQunwkQfJZr2fc22DfIXLNDc2wFyTEikCUpg==",
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         "use-sync-external-store": "^1.2.0"
@@ -10027,11 +10320,11 @@
       }
     },
     "node_modules/tailwind-merge": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-2.0.0.tgz",
-      "integrity": "sha512-WO8qghn9yhsldLSg80au+3/gY9E4hFxIvQ3qOmlpXnqpDKoMruKfi/56BbbMg6fHTQJ9QD3cc79PoWqlaQE4rw==",
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-2.2.2.tgz",
+      "integrity": "sha512-tWANXsnmJzgw6mQ07nE3aCDkCK4QdT3ThPMCzawoYA2Pws7vSTCvz3Vrjg61jVUGfFZPJzxEP+NimbcW+EdaDw==",
       "dependencies": {
-        "@babel/runtime": "^7.23.1"
+        "@babel/runtime": "^7.24.0"
       },
       "funding": {
         "type": "github",
@@ -10039,11 +10332,12 @@
       }
     },
     "node_modules/tailwind-variants": {
-      "version": "0.1.18",
-      "resolved": "https://registry.npmjs.org/tailwind-variants/-/tailwind-variants-0.1.18.tgz",
-      "integrity": "sha512-yoydMYm3FbZRw7wak+E2sqwYv2Uo3YWRqVZR03DGqDGm0ytzDrEnWO/Q/GMHdhaz8adOvycKw/bwCgQFCfmfhg==",
+      "version": "0.2.1",
+      "resolved": "https://registry.npmjs.org/tailwind-variants/-/tailwind-variants-0.2.1.tgz",
+      "integrity": "sha512-2xmhAf4UIc3PijOUcJPA1LP4AbxhpcHuHM2C26xM0k81r0maAO6uoUSHl3APmvHZcY5cZCY/bYuJdfFa4eGoaw==",
+      "peer": true,
       "dependencies": {
-        "tailwind-merge": "^1.14.0"
+        "tailwind-merge": "^2.2.0"
       },
       "engines": {
         "node": ">=16.x",
@@ -10053,19 +10347,10 @@
         "tailwindcss": "*"
       }
     },
-    "node_modules/tailwind-variants/node_modules/tailwind-merge": {
-      "version": "1.14.0",
-      "resolved": "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-1.14.0.tgz",
-      "integrity": "sha512-3mFKyCo/MBcgyOTlrY8T7odzZFx+w+qKSMAmdFzRvqBfLlSigU6TZnlFHK0lkMwj9Bj8OYU+9yW9lmGuS0QEnQ==",
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/dcastil"
-      }
-    },
     "node_modules/tailwindcss": {
-      "version": "3.3.5",
-      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-3.3.5.tgz",
-      "integrity": "sha512-5SEZU4J7pxZgSkv7FP1zY8i2TIAOooNZ1e/OGtxIEv6GltpoiXUqWvLy89+a10qYTB1N5Ifkuw9lqQkN9sscvA==",
+      "version": "3.4.1",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-3.4.1.tgz",
+      "integrity": "sha512-qAYmXRfk3ENzuPBakNK0SRrUDipP8NQnEY6772uDhflcQz5EhRdD7JNZxyrFHVQNCwULPBn6FNPp9brpO7ctcA==",
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         "arg": "^5.0.2",
@@ -10098,6 +10383,14 @@
         "node": ">=14.0.0"
       }
     },
+    "node_modules/tailwindcss/node_modules/object-hash": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/object-hash/-/object-hash-3.0.0.tgz",
+      "integrity": "sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw==",
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/thenify": {
       "version": "3.3.1",
       "resolved": "https://registry.npmjs.org/thenify/-/thenify-3.3.1.tgz",
@@ -10217,9 +10510,9 @@
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-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/trough/-/trough-2.1.0.tgz",
-      "integrity": "sha512-AqTiAOLcj85xS7vQ8QkAV41hPDIJ71XJB4RCUrzo/1GM2CQwhkJGaf9Hgr7BOugMRpgGUrqRg/DrBDl4H40+8g==",
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/trough/-/trough-2.2.0.tgz",
+      "integrity": "sha512-tmMpK00BjZiUyVyvrBK7knerNgmgvcV/KLVyuma/SC+TQN167GrMRciANTz09+k3zW8L8t60jWO1GpfkZdjTaw==",
       "funding": {
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
@@ -10241,9 +10534,9 @@
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     },
     "node_modules/typescript": {
-      "version": "5.2.2",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.2.2.tgz",
-      "integrity": "sha512-mI4WrpHsbCIcwT9cF4FZvr80QUeKvsUsUvKDoR+X/7XHQH98xYD8YHZg7ANtz2GtZt/CBq2QJ0thkGJMHfqc1w==",
+      "version": "5.4.3",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.3.tgz",
+      "integrity": "sha512-KrPd3PKaCLr78MalgiwJnA25Nm8HAmdwN3mYUYZgG/wizIo9EainNVQI9/yDavtVFRN2h3k8uf3GLHuhDMgEHg==",
       "devOptional": true,
       "bin": {
         "tsc": "bin/tsc",
@@ -10379,9 +10672,9 @@
       }
     },
     "node_modules/use-callback-ref": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/use-callback-ref/-/use-callback-ref-1.3.0.tgz",
-      "integrity": "sha512-3FT9PRuRdbB9HfXhEq35u4oZkvpJ5kuYbpqhCfmiZyReuRgpnhDlbr2ZEnnuS0RrJAPn6l23xjFg9kpDM+Ms7w==",
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/use-callback-ref/-/use-callback-ref-1.3.2.tgz",
+      "integrity": "sha512-elOQwe6Q8gqZgDA8mrh44qRTQqpIHDcZ3hXTLjBe1i4ph8XpNJnO+aQf3NaG+lriLopI4HMx9VjQLfPQ6vhnoA==",
       "dependencies": {
         "tslib": "^2.0.0"
       },
@@ -10483,13 +10776,9 @@
       "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
     },
     "node_modules/uuid": {
-      "version": "9.0.1",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
-      "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==",
-      "funding": [
-        "https://github.com/sponsors/broofa",
-        "https://github.com/sponsors/ctavan"
-      ],
+      "version": "8.3.2",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
+      "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
@@ -10540,16 +10829,16 @@
       }
     },
     "node_modules/vue": {
-      "version": "3.3.8",
-      "resolved": "https://registry.npmjs.org/vue/-/vue-3.3.8.tgz",
-      "integrity": "sha512-5VSX/3DabBikOXMsxzlW8JyfeLKlG9mzqnWgLQLty88vdZL7ZJgrdgBOmrArwxiLtmS+lNNpPcBYqrhE6TQW5w==",
+      "version": "3.4.21",
+      "resolved": "https://registry.npmjs.org/vue/-/vue-3.4.21.tgz",
+      "integrity": "sha512-5hjyV/jLEIKD/jYl4cavMcnzKwjMKohureP8ejn3hhEjwhWIhWeuzL2kJAjzl/WyVsgPY56Sy4Z40C3lVshxXA==",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-dom": "3.3.8",
-        "@vue/compiler-sfc": "3.3.8",
-        "@vue/runtime-dom": "3.3.8",
-        "@vue/server-renderer": "3.3.8",
-        "@vue/shared": "3.3.8"
+        "@vue/compiler-dom": "3.4.21",
+        "@vue/compiler-sfc": "3.4.21",
+        "@vue/runtime-dom": "3.4.21",
+        "@vue/server-renderer": "3.4.21",
+        "@vue/shared": "3.4.21"
       },
       "peerDependencies": {
         "typescript": "*"
@@ -10586,10 +10875,103 @@
         "webidl-conversions": "^3.0.0"
       }
     },
-    "node_modules/wrappy": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/wrap-ansi": {
+      "version": "8.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
+      "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==",
+      "dependencies": {
+        "ansi-styles": "^6.1.0",
+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs": {
+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dependencies": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "dependencies": {
+        "color-convert": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
     },
     "node_modules/ws": {
       "version": "8.16.0",
@@ -10625,9 +11007,12 @@
       "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
     },
     "node_modules/yaml": {
-      "version": "2.3.4",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.4.tgz",
-      "integrity": "sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==",
+      "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.4.1.tgz",
+      "integrity": "sha512-pIXzoImaqmfOrL7teGUBt/T7ZDnyeGBWyXQBvOVhLkWLN37GXv8NMLK406UY6dS51JfcQHsmcW5cJ441bHg6Lg==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
       "engines": {
         "node": ">= 14"
       }

From 06a96340bcd2fdae1736b745d6aca53d09c5162d Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 14:42:44 +0800
Subject: [PATCH 25/40] Updated backend to use remote vector DB and improved
 context prompt

---
 backend/backend/app/api/routers/chat.py |  17 ++-
 backend/backend/app/utils/contants.py   |   1 +
 backend/backend/app/utils/index.py      | 159 ++++++++++++++----------
 backend/backend/main.py                 |   4 -
 backend/backend/run.py                  |  34 ++++-
 5 files changed, 135 insertions(+), 80 deletions(-)

diff --git a/backend/backend/app/api/routers/chat.py b/backend/backend/app/api/routers/chat.py
index 13b3e00..17cc4ed 100644
--- a/backend/backend/app/api/routers/chat.py
+++ b/backend/backend/app/api/routers/chat.py
@@ -4,7 +4,6 @@
 from fastapi import APIRouter, Depends, HTTPException, Request, status
 from fastapi.responses import StreamingResponse
 from fastapi.websockets import WebSocketDisconnect
-from llama_index import VectorStoreIndex
 from llama_index.llms.base import ChatMessage
 from llama_index.llms.types import MessageRole
 from llama_index.memory import ChatMemoryBuffer
@@ -35,6 +34,7 @@ class _Message(BaseModel):
 
 class _ChatData(BaseModel):
     messages: List[_Message]
+    document: str
 
 
 # custom prompt template to be used by chat engine
@@ -70,8 +70,13 @@ async def chat(
     # Note: To support clients sending a JSON object using content-type "text/plain",
     # we need to use Depends(json_to_model(_ChatData)) here
     data: _ChatData = Depends(json_to_model(_ChatData)),
-    index: VectorStoreIndex = Depends(get_index),
 ):
+    logger = logging.getLogger("uvicorn")
+    # get the document set selected from the request body
+    document_set = data.document
+    logger.info(f"Document Set: {document_set}")
+    # get the index for the selected document set
+    index = get_index(collection_name=document_set)
     # check preconditions and get last message
     if len(data.messages) == 0:
         raise HTTPException(
@@ -93,8 +98,6 @@ async def chat(
         for m in data.messages
     ]
 
-    logger = logging.getLogger("uvicorn")
-
     # query_engine = index.as_query_engine()
     # chat_engine = CondenseQuestionChatEngine.from_defaults(
     #     query_engine=query_engine,
@@ -103,9 +106,11 @@ async def chat(
     #     verbose=True,
     # )
 
+    logger.info(f"Messages: {messages}")
+
     memory = ChatMemoryBuffer.from_defaults(
         chat_history=messages,
-        token_limit=2000,
+        token_limit=3900,
     )
 
     logger.info(f"Memory: {memory.get()}")
@@ -116,7 +121,7 @@ async def chat(
         memory=memory,
         context_prompt=(
             "You are a helpful chatbot, able to have normal interactions, as well as answer questions"
-            " regarding information relating to the Public Sector Standard Conditions Of Contract (PSSCOC) and iCoreSpec Engineering Specification Documents.\n"
+            " regarding information relating to the Public Sector Standard Conditions Of Contract (PSSCOC) Documents and JTC's Employer Information Requirements (EIR) Documents.\n"
             "All the documents are in the context of the construction industry in Singapore.\n"
             "Here are the relevant documents for the context:\n"
             "{context_str}"
diff --git a/backend/backend/app/utils/contants.py b/backend/backend/app/utils/contants.py
index a781ad8..e148be2 100644
--- a/backend/backend/app/utils/contants.py
+++ b/backend/backend/app/utils/contants.py
@@ -34,6 +34,7 @@
 DEF_EMBED_MODEL_DIMENSIONS = (
     1536  # Default embedding model dimensions used by OpenAI text-embedding-ada-002
 )
+EMBED_BATCH_SIZE = 100  # batch size for openai embeddings
 
 # Prompt Helper Constants
 # set maximum input size
diff --git a/backend/backend/app/utils/index.py b/backend/backend/app/utils/index.py
index 4280b34..6316d79 100644
--- a/backend/backend/app/utils/index.py
+++ b/backend/backend/app/utils/index.py
@@ -20,6 +20,7 @@
     messages_to_prompt,
 )
 from llama_index.vector_stores.supabase import SupabaseVectorStore
+from vecs import IndexMeasure
 
 from backend.app.utils.contants import (
     CHUNK_OVERLAP,
@@ -30,6 +31,7 @@
     DATA_DIR,
     DEF_EMBED_MODEL_DIMENSIONS,
     DEVICE_TYPE,
+    EMBED_BATCH_SIZE,
     EMBED_MODEL_DIMENSIONS,
     EMBED_MODEL_NAME,
     EMBED_POOLING,
@@ -98,7 +100,7 @@
         api_key=os.getenv("OPENAI_API_KEY"),
     )
     # By default, LlamaIndex uses text-embedding-ada-002 from OpenAI
-    embed_model = OpenAIEmbedding(embed_batch_size=42)
+    embed_model = OpenAIEmbedding(embed_batch_size=EMBED_BATCH_SIZE)
 
     prompt_helper = PromptHelper(
         chunk_size_limit=CHUNK_SIZE_LIMIT,
@@ -118,99 +120,124 @@
 
 
 def create_index():
-    # if use local vector store, store the index locally
+    # if use local vector store, create & store the index locally
     if USE_LOCAL_VECTOR_STORE:
-        logger.info("Checking if index exists locally...")
-        # check if storage already exists
-        if not os.path.exists(STORAGE_DIR):
-            logger.info("Creating new index")
-            # load the documents and create the index
-            try:
-                documents = SimpleDirectoryReader(
-                    input_dir=DATA_DIR, recursive=True
-                ).load_data()
-            except ValueError as e:
-                logger.error(f"{e}")
-            index = VectorStoreIndex.from_documents(
-                documents=documents, service_context=service_context, show_progress=True
-            )
-            # store it for later
-            index.storage_context.persist(STORAGE_DIR)
-            logger.info(f"Finished creating new index. Stored in {STORAGE_DIR}")
-        else:
-            # do nothing
-            logger.info(f"Index already exist at {STORAGE_DIR}...")
-    # else, store the index in Supabase
+        # get the folders in the data directory
+        collection_names = os.listdir(DATA_DIR)
+        # to create each folder as a collection in local storage
+        for collection_name in collection_names:
+            logger.info(f"Checking if [{collection_names}] index exists locally...")
+            # build the new data directory
+            new_data_dir = os.path.join(DATA_DIR, collection_name)
+            # build the new storage directory
+            new_storage_dir = os.path.join(STORAGE_DIR, collection_name)
+            # check if storage folder and index files already exists
+            if (
+                not os.path.exists(new_storage_dir)
+                or len(os.listdir(new_storage_dir))
+                < 4  # 4 files should be present if using simplevectorstore
+            ):
+                logger.info(f"Creating [{collection_names}] index")
+                # load the documents and create the index
+                try:
+                    documents = SimpleDirectoryReader(
+                        input_dir=new_data_dir, recursive=True
+                    ).load_data()
+                except ValueError as e:
+                    logger.error(f"{e}")
+                index = VectorStoreIndex.from_documents(
+                    documents=documents,
+                    service_context=service_context,
+                    show_progress=True,
+                )
+                # store it for later
+                index.storage_context.persist(STORAGE_DIR)
+                logger.info(f"Finished creating new index. Stored in {STORAGE_DIR}")
+            else:
+                # do nothing
+                logger.info(f"Index already exist at {STORAGE_DIR}...")
+    # else, create & store the index in Supabase pgvector
     else:
-        # check if remote storage already exists
-        dimension = (
-            EMBED_MODEL_DIMENSIONS if USE_LOCAL_LLM else DEF_EMBED_MODEL_DIMENSIONS
-        )
-        vector_store = SupabaseVectorStore(
-            postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
-            collection_name="base_demo",
-            dimension=dimension,
-        )
-        storage_context = StorageContext.from_defaults(vector_store=vector_store)
-        logger.info("Checking if index exists in Supabase...")
-        index = load_existing_index()
-        if index.index_id is None:
-            logger.info("Creating new index")
+        # get the folders in the data directory
+        collection_names = os.listdir(DATA_DIR)
+        # to create each folder as a collection in Supabase
+        for collection_name in collection_names:
+            # check if remote storage already exists
+            logger.info(f"Checking if [{collection_name}] index exists in Supabase...")
+            # set the dimension based on the LLM model used
+            dimension = (
+                EMBED_MODEL_DIMENSIONS if USE_LOCAL_LLM else DEF_EMBED_MODEL_DIMENSIONS
+            )
+            # create the vector store, will create the collection if it does not exist
+            vector_store = SupabaseVectorStore(
+                postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
+                collection_name=collection_name,
+                dimension=dimension,
+            )
+            # create the storage context
+            storage_context = StorageContext.from_defaults(vector_store=vector_store)
+            logger.info(f"Creating [{collection_name}] index")
+            # create the data directory
+            new_data_dir = os.path.join(DATA_DIR, collection_name)
             # load the documents and create the index
             try:
                 documents = SimpleDirectoryReader(
-                    input_dir=DATA_DIR, recursive=True
+                    input_dir=new_data_dir, recursive=True
                 ).load_data()
             except ValueError as e:
                 logger.error(f"{e}")
             index = VectorStoreIndex.from_documents(
-                documents=documents, storage_context=storage_context, show_progress=True
+                documents=documents,
+                storage_context=storage_context,
+                show_progress=True,
             )
-            logger.info("Finished creating new index")
-        else:
-            # do nothing
-            logger.info("Index already exist in Supabase...")
+            logger.info(f"Finished creating [{collection_name}] vector store")
 
 
-def load_existing_index():
+def load_existing_index(collection_name="PSSCOC"):
     # load the existing index
     if USE_LOCAL_VECTOR_STORE:
+        # create the storage directory
+        new_storage_dir = os.path.join(STORAGE_DIR, collection_name)
         # load the index from local storage
-        logger.info(f"Loading index from {STORAGE_DIR}...")
-        storage_context = StorageContext.from_defaults(persist_dir=STORAGE_DIR)
+        logger.info(f"Loading [{collection_name}] index from {new_storage_dir}...")
+        storage_context = StorageContext.from_defaults(persist_dir=new_storage_dir)
         index = load_index_from_storage(
             storage_context, service_context=service_context
         )
-        logger.info(f"Finished loading index from {STORAGE_DIR}")
+        logger.info(
+            f"Finished loading [{collection_name}] index from {new_storage_dir}"
+        )
         logger.info(f"Index ID: {index.index_id}")
         return index
     else:
         # load the index from Supabase
-        logger.info("Loading index from Supabase...")
+        logger.info(f"Loading [{collection_name}] index from Supabase...")
+        # set the dimension based on the LLM model used
+        dimension = (
+            EMBED_MODEL_DIMENSIONS if USE_LOCAL_LLM else DEF_EMBED_MODEL_DIMENSIONS
+        )
+        # create the vector store
         vector_store = SupabaseVectorStore(
             postgres_connection_string=os.getenv("POSTGRES_CONNECTION_STRING"),
-            collection_name="base_demo",
+            collection_name=collection_name,
+            dimension=dimension,
         )
+        # check if the vector store has been indexed
+        if not vector_store._collection.is_indexed_for_measure(
+            IndexMeasure.cosine_distance
+        ):
+            logger.info(f"Indexing [{collection_name}] vector store...")
+            vector_store._collection.create_index()
+            logger.info(f"Finished indexing [{collection_name}] vector store")
+        logger.info(vector_store._collection.name)
         index = VectorStoreIndex.from_vector_store(vector_store=vector_store)
-        logger.info("Finished loading index from Supabase")
+        logger.info(f"Finished loading [{collection_name}] index from Supabase")
         logger.info(f"Index ID: {index.index_id}")
         return index
 
 
-def get_index():
-    # check if storage already exists
-    if not os.path.exists(STORAGE_DIR):
-        # create the index if it does not exist
-        create_index()
-        # load the index from storage
-        index = load_existing_index()
-    # check if storage is empty, 4 files should be present if using simplevectorstore
-    elif os.path.exists(STORAGE_DIR) and len(os.listdir(STORAGE_DIR)) < 4:
-        # create the index if it does not exist
-        create_index()
-        # load the index from storage
-        index = load_existing_index()
-    else:
-        # load the index from storage
-        index = load_existing_index()
+def get_index(collection_name):
+    # load the index from storage
+    index = load_existing_index(collection_name)
     return index
diff --git a/backend/backend/main.py b/backend/backend/main.py
index 18b13d1..29d7469 100644
--- a/backend/backend/main.py
+++ b/backend/backend/main.py
@@ -11,7 +11,6 @@
 from backend.app.api.routers.healthcheck import healthcheck_router
 from backend.app.api.routers.query import query_router
 from backend.app.api.routers.search import search_router
-from backend.app.utils.index import create_index
 
 load_dotenv()
 
@@ -62,9 +61,6 @@
 app.include_router(search_router, prefix="/api/search")
 app.include_router(healthcheck_router, prefix="/api/healthcheck")
 
-# Try to create the index first on startup
-create_index()
-
 
 # Redirect to the /docs endpoint
 @app.get("/")
diff --git a/backend/backend/run.py b/backend/backend/run.py
index f18366e..df211b0 100644
--- a/backend/backend/run.py
+++ b/backend/backend/run.py
@@ -1,3 +1,4 @@
+import logging
 import os
 
 import uvicorn
@@ -5,11 +6,36 @@
 
 load_dotenv()
 
-if __name__ == "__main__":
-    environment = os.getenv("ENVIRONMENT", "dev")  # Default to 'dev' if not set
-    if environment == "dev":
+ENVIRONMENT = os.getenv("ENVIRONMENT", "dev")  # Default to 'dev' if not set
+CREATE_VECTOR_STORE = bool(
+    os.getenv("CREATE_VECTOR_STORE", "false").lower() == "true"
+)  # Default to False if not set
+
+
+def run_app():
+    # Run the app
+    if ENVIRONMENT == "dev":
         # Run the app with the development settings to auto reload
         uvicorn.run(app="main:app", host="0.0.0.0", reload=True)
-    if environment == "prod":
+    if ENVIRONMENT == "prod":
         # Run the app with the production settings, no auto reload
         uvicorn.run(app="main:app", host="0.0.0.0", reload=False)
+
+
+if __name__ == "__main__":
+    logging_format = "%(levelname)s: %(message)s"
+    logging.basicConfig(level=logging.INFO, format=logging_format)
+    logger = logging.getLogger(__name__)
+    logger.info("Create vector store: " + str(CREATE_VECTOR_STORE))
+    if CREATE_VECTOR_STORE:
+        # Create the vector store
+        from backend.app.utils.index import create_index
+
+        logger.info("Creating vector stores first...")
+        create_index()
+        logger.info("Vector stores created successfully! Running App...")
+        # Run the app
+        run_app()
+    else:
+        # Run the app
+        run_app()

From f2d48afe981760981a73ccf0c09fc059ad3a8adc Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 14:43:11 +0800
Subject: [PATCH 26/40] Updated function to send selected document set in req
 body

---
 frontend/app/components/chat-section.tsx | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/frontend/app/components/chat-section.tsx b/frontend/app/components/chat-section.tsx
index d980c43..4ca9de8 100644
--- a/frontend/app/components/chat-section.tsx
+++ b/frontend/app/components/chat-section.tsx
@@ -21,10 +21,14 @@ export default function ChatSection() {
     stop,
   } = useChat({
     api: process.env.NEXT_PUBLIC_CHAT_API,
-    // Add the access token to the request headers
     headers: {
+      // Add the access token to the request headers
       'Authorization': `Bearer ${supabaseAccessToken}`,
-    }
+    },
+    body: {
+      // Add the selected document to the request body
+      document: docSelected,
+    },
   });
 
   return (
@@ -32,7 +36,6 @@ export default function ChatSection() {
       {docSelected ?
         (
           <>
-            <h2 className="text-lg text-center font-semibold mb-4">Chat with {docSelected}</h2>
             <ChatMessages
               messages={messages}
               isLoading={isLoading}

From 051f50ebfca6ddadabf5e7c359181a5e1b7a55ee Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 14:45:23 +0800
Subject: [PATCH 27/40] Updated example .env

---
 backend/example.env | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/backend/example.env b/backend/example.env
index c595cf8..e425e95 100644
--- a/backend/example.env
+++ b/backend/example.env
@@ -12,6 +12,9 @@ USE_LOCAL_LLM=true
 # Use Local Vector Store [true|false]
 USE_LOCAL_VECTOR_STORE=true
 
+# Create the vector store [true|false], remember to change to false after creating for a one-time setup
+CREATE_VECTOR_STORE=false
+
 # OpenAI API Key
 OPENAI_API_KEY=sk-YourOpenAIKey
 
@@ -25,4 +28,5 @@ BACKEND_API_KEY=sr-SomeRandomKey
 SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
 SUPABASE_ANON_KEY=YourSupabaseAnonKey
 SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
+# Note: Rename 'postgres://' to 'postgresql://' in the connection string due to sqlalchemy not supporting 'postgres://'
 POSTGRES_CONNECTION_STRING=postgresql://postgres:postgres@localhost:5432/smart_retrieval
\ No newline at end of file

From f764d9a0f413da73a3a9568afce57368ce1b1972 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 14:53:51 +0800
Subject: [PATCH 28/40] Updated to use env val for api key header name

---
 backend/backend/app/utils/auth.py | 5 ++++-
 backend/example.env               | 5 ++++-
 2 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/backend/backend/app/utils/auth.py b/backend/backend/app/utils/auth.py
index 0287b0f..c39db90 100644
--- a/backend/backend/app/utils/auth.py
+++ b/backend/backend/app/utils/auth.py
@@ -16,6 +16,9 @@
     key="API_AUTH_HEADER_NAME", default="Authorization"
 )
 
+# Retrieve the Backend API key header from the environment
+API_KEY_HEADER_NAME: str = os.getenv(key="API_KEY_HEADER_NAME", default="X-API-Key")
+
 # Create an API key header instance
 API_AUTH_HEADER = APIKeyHeader(name=API_AUTH_HEADER_NAME, auto_error=False)
 
@@ -23,7 +26,7 @@
 BACKEND_API_KEY: str = os.getenv(key="BACKEND_API_KEY")
 
 # Create an API key header instance
-API_KEY_HEADER = APIKeyHeader(name="X-API-Key", auto_error=False)
+API_KEY_HEADER = APIKeyHeader(name=API_KEY_HEADER_NAME, auto_error=False)
 
 JWT_SECRET: str = os.getenv("SUPABASE_JWT_SECRET")
 JWT_ALGORITHM = "HS256"
diff --git a/backend/example.env b/backend/example.env
index e425e95..decee12 100644
--- a/backend/example.env
+++ b/backend/example.env
@@ -18,8 +18,11 @@ CREATE_VECTOR_STORE=false
 # OpenAI API Key
 OPENAI_API_KEY=sk-YourOpenAIKey
 
-# Backend API Authorization
+# Backend API Authorization Settings
+# Auth Header Name for the API
 API_AUTH_HEADER_NAME=Authorization
+# Alternate API Key Header Name for the API
+API_KEY_HEADER_NAME=X-API-Key
 # Ensure this key is the same in the frontend app environment
 # https://generate-random.org/api-key-generator?count=1&length=128&type=mixed-numbers&prefix=sr-
 BACKEND_API_KEY=sr-SomeRandomKey

From ebe0a11226989e9a7e3943914dc4615fce491b9e Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 15:07:32 +0800
Subject: [PATCH 29/40] Make supabase URL env var non public

---
 frontend/auth.ts       | 2 +-
 frontend/example.env   | 4 ++--
 frontend/middleware.ts | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/frontend/auth.ts b/frontend/auth.ts
index 3dcb2bb..00e50e1 100644
--- a/frontend/auth.ts
+++ b/frontend/auth.ts
@@ -94,7 +94,7 @@ export const config = {
     ],
     // Persist accounts and session state to Supabase
     adapter: SupabaseAdapter({
-        url: process.env.NEXT_PUBLIC_SUPABASE_URL || '',
+        url: process.env.SUPABASE_URL || '',
         secret: process.env.SUPABASE_SERVICE_ROLE_KEY || '',
     }) as Adapter,
     pages: {
diff --git a/frontend/example.env b/frontend/example.env
index c542189..c071901 100644
--- a/frontend/example.env
+++ b/frontend/example.env
@@ -23,7 +23,7 @@ GOOGLE_CLIENT_SECRET=google-client-secret
 SGID_CLIENT_ID=sgid-client-id
 SGID_CLIENT_SECRET=sgid-client-secret
 # Private key is needed for retrieving & decrypting the user info from SGID
-# SGID_PRIVATE_KEY=sgid-private-key
+SGID_PRIVATE_KEY=sgid-private-key
 
 # Chat API Endpoint (where the backend is running)
 # (set to canonical URL of your app in production e.g. https://www.example.com)
@@ -44,6 +44,6 @@ NEXT_PUBLIC_HEALTHCHECK_API=http://127.0.0.1:8000/api/healthcheck
 BACKEND_API_KEY=sr-random-api-key
 
 # Supabase Settings
-NEXT_PUBLIC_SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
+SUPABASE_URL=https://YourSupabaseProjectID.supabase.co
 SUPABASE_SERVICE_ROLE_KEY=YourSupabaseserviceRoleSecret
 SUPABASE_JWT_SECRET=YourSupabaseJWTSecret
\ No newline at end of file
diff --git a/frontend/middleware.ts b/frontend/middleware.ts
index ad8ab4b..89b9783 100644
--- a/frontend/middleware.ts
+++ b/frontend/middleware.ts
@@ -15,7 +15,7 @@ export const middleware = async (request: NextRequest) => {
 
         // Check the database for the session token
         const supabase = createClient(
-            process.env.NEXT_PUBLIC_SUPABASE_URL ?? '',
+            process.env.SUPABASE_URL ?? '',
             process.env.SUPABASE_SERVICE_ROLE_KEY ?? '',
             { db: { schema: 'next_auth' } },
         );

From 892cf0ce008c6768f6c8bc80c4afb49c3e029b82 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 15:38:54 +0800
Subject: [PATCH 30/40] Added supabase to healthcheck

---
 .../backend/app/api/routers/healthcheck.py    | 28 +++++++++++++++++--
 1 file changed, 25 insertions(+), 3 deletions(-)

diff --git a/backend/backend/app/api/routers/healthcheck.py b/backend/backend/app/api/routers/healthcheck.py
index 1c59326..eb2d9f8 100644
--- a/backend/backend/app/api/routers/healthcheck.py
+++ b/backend/backend/app/api/routers/healthcheck.py
@@ -1,4 +1,7 @@
+import os
+
 from fastapi import APIRouter, Depends, Request
+from supabase import Client, ClientOptions, create_client
 
 from backend.app.utils import auth
 
@@ -23,12 +26,31 @@ async def healthcheck(
 
     # TODO: check if other services are ready
 
-    # logger.info("Healthcheck: {results}")
+    # Try to connect to supabase
+    supabase_url: str = os.environ.get("SUPABASE_URL")
+    supabase_key: str = os.environ.get("SUPABASE_ANON_KEY")
+
+    supabase: Client = create_client(
+        supabase_url=supabase_url,
+        supabase_key=supabase_key,
+        options=ClientOptions(
+            postgrest_client_timeout=10,
+            storage_client_timeout=10,
+        ),
+    )
 
-    results = {"status": "OK"}
+    response = supabase.table("users").select("id").execute()
+
+    if response.count >= 0:
+        results["supabase"] = True
+    else:
+        results["supabase"] = False
+
+    results["backend"] = True
+    # logger.info("Healthcheck: {results}")
     return results
 
 
 # Simple test to check if the healthcheck endpoint is working
 def test_healthcheck():
-    assert healthcheck() == {"status": "OK"}
+    assert healthcheck() == {"status": True, "supabase": True}

From 70662f7ce7a066570c4ea26ed65490f7d3587ea5 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 17:38:19 +0800
Subject: [PATCH 31/40] Fixed query wrong count

---
 backend/backend/app/api/routers/healthcheck.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/backend/backend/app/api/routers/healthcheck.py b/backend/backend/app/api/routers/healthcheck.py
index eb2d9f8..603fedc 100644
--- a/backend/backend/app/api/routers/healthcheck.py
+++ b/backend/backend/app/api/routers/healthcheck.py
@@ -1,3 +1,4 @@
+import logging
 import os
 
 from fastapi import APIRouter, Depends, Request
@@ -24,6 +25,8 @@ async def healthcheck(
     # else:
     #     results["index"] = False
 
+    logger = logging.getLogger("uvicorn")
+
     # TODO: check if other services are ready
 
     # Try to connect to supabase
@@ -39,15 +42,17 @@ async def healthcheck(
         ),
     )
 
-    response = supabase.table("users").select("id").execute()
+    response = supabase.table("users").select("id", count="exact").execute()
+
+    # logger.info(f"Supabase: {response}")
 
-    if response.count >= 0:
+    if response.count is not None:
         results["supabase"] = True
     else:
         results["supabase"] = False
 
     results["backend"] = True
-    # logger.info("Healthcheck: {results}")
+    logger.debug(f"Healthcheck: {results}")
     return results
 
 

From 05584cbdf016130fdcbed64a1160bae89674eff6 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Mon, 8 Apr 2024 17:39:12 +0800
Subject: [PATCH 32/40] Updated Profile page to pull data from database &
 skeleton loading

---
 frontend/app/api/profile/route.ts | 44 +++++++++++++++
 frontend/app/profile/page.tsx     | 90 ++++++++++++++++++++++---------
 frontend/next.config.js           | 18 ++++++-
 frontend/tailwind.config.ts       |  6 ++-
 4 files changed, 130 insertions(+), 28 deletions(-)
 create mode 100644 frontend/app/api/profile/route.ts

diff --git a/frontend/app/api/profile/route.ts b/frontend/app/api/profile/route.ts
new file mode 100644
index 0000000..f9bcb2a
--- /dev/null
+++ b/frontend/app/api/profile/route.ts
@@ -0,0 +1,44 @@
+import { createClient } from '@supabase/supabase-js';
+import { NextRequest, NextResponse } from "next/server";
+
+export async function GET(request: NextRequest) {
+    // Retrieve the session token from the request cookies
+    const session = request.cookies.get('next-auth.session-token');
+
+    // Create a new Supabase client
+    const supabase = createClient(
+        process.env.SUPABASE_URL ?? '',
+        process.env.SUPABASE_SERVICE_ROLE_KEY ?? '',
+        { db: { schema: 'next_auth' } },
+    );
+
+    // Retrieve the user's ID from the session token
+    const { data: sessionData, error: sessionError } = await supabase
+        .from('sessions')
+        .select('userId')
+        .eq('sessionToken', session?.value)
+        .single();
+
+    const userId = sessionData?.userId;
+
+    if (sessionError) {
+        console.error('Error fetching session from database:', sessionError.message);
+        return NextResponse.redirect('/sign-in', { status: 302 });
+    }
+
+    // Retrieve the user's profile data
+    const { data: userData, error: userError } = await supabase
+        .from('users')
+        .select('id, name, email, image')
+        .eq('id', userId)
+        .single();
+
+    if (userError) {
+        console.error('Error fetching user data from database:', userError.message);
+        return NextResponse.redirect('/sign-in', { status: 302 });
+    }
+
+    // console.log('userData:', userData);
+
+    return NextResponse.json({ userData: userData });
+}
diff --git a/frontend/app/profile/page.tsx b/frontend/app/profile/page.tsx
index d2a5271..297a953 100644
--- a/frontend/app/profile/page.tsx
+++ b/frontend/app/profile/page.tsx
@@ -1,11 +1,18 @@
 "use client";
 
-import React, { useState } from 'react';
+import React, { useState, useEffect } from 'react';
+import { Skeleton } from "@nextui-org/react";
+import Image from 'next/image';
 
 const ProfilePage: React.FC = () => {
     const [name, setName] = useState('');
     const [email, setEmail] = useState('');
-    const [bio, setBio] = useState('');
+    const [imageURL, setImageURL] = useState('');
+    const [isLoaded, setIsLoaded] = useState(false);
+
+    const toggleIsLoaded = () => {
+        setIsLoaded(!isLoaded);
+    }
 
     const handleNameChange = (event: React.ChangeEvent<HTMLInputElement>) => {
         setName(event.target.value);
@@ -15,8 +22,8 @@ const ProfilePage: React.FC = () => {
         setEmail(event.target.value);
     };
 
-    const handleBioChange = (event: React.ChangeEvent<HTMLTextAreaElement>) => {
-        setBio(event.target.value);
+    const handleImageURLChange = (event: React.ChangeEvent<HTMLTextAreaElement>) => {
+        setImageURL(event.target.value);
     };
 
     const handleSubmit = (event: React.FormEvent) => {
@@ -24,31 +31,64 @@ const ProfilePage: React.FC = () => {
         // TODO: Handle form submission logic
     };
 
+    // Prefill the form with the user's profile data
+    useEffect(() => {   
+        // Fetch the user's profile data
+        fetch('/api/profile')
+            .then((response) => {
+                if (!response.ok) {
+                    throw new Error('Failed to fetch profile data');
+                }
+                return response.json();
+            })
+            .then((data) => {
+                console.log('Profile data:', data);
+                setName(data.userData.name);
+                setEmail(data.userData.email);
+                setImageURL(data.userData.image);
+            })
+            .catch((error) => {
+                console.error('Error fetching profile data:', error);
+            })
+            .finally(() => {
+                // Set loading state to false after the fetch request completes (whether successfully or with an error)
+                toggleIsLoaded();
+            });
+    }, []);
+
     return (
         <div className="rounded-xl shadow-xl p-4 max-w-5xl w-full bg-white dark:bg-zinc-700/30">
-            <div className="max-w-2xl space-y-2 p-4">
-                <h1>Profile Settings</h1>
-                <form onSubmit={handleSubmit}>
-                    <label>
-                        Name:
-                        <input type="text" value={name} onChange={handleNameChange} />
-                    </label>
-                    <br />
-                    <label>
-                        Email:
-                        <input type="email" value={email} onChange={handleEmailChange} />
-                    </label>
-                    <br />
-                    <label>
-                        Bio:
-                        <textarea value={bio} onChange={handleBioChange} />
-                    </label>
-                    <br />
-                    <button type="submit" className="flex text-center items-center text-l disabled:bg-orange-400 bg-blue-500 text-white px-6 py-3 rounded-md font-bold transition duration-300 ease-in-out transform hover:scale-105">Save</button>
-                </form>
+            <div className="max-w-2xl space-y-2 p-4 flex">
+                <div className="flex flex-col w-full justify-center mr-8 gap-4">
+                    <h1>Profile Settings</h1>
+                    <Skeleton isLoaded={isLoaded} className='rounded-full w-20'>
+                        <Image className="rounded-full" src={imageURL} alt={name} width={84} height={84} />
+                    </Skeleton>
+                    <form onSubmit={handleSubmit} className='flex flex-col gap-4'>
+                        <label className="flex flex-col">
+                            <span className='mb-2'>Name:</span>
+                            <Skeleton isLoaded={isLoaded} className="rounded-lg">
+                                <input className='h-8 rounded-lg w-full bg-gray-400 dark:bg-zinc-700/30 border' type="text" value={name} onChange={handleNameChange} />
+                            </Skeleton>
+                        </label>
+                        <label className="flex flex-col">
+                            <span className='mb-2'>Email:</span>
+                            <Skeleton isLoaded={isLoaded} className="rounded-lg">
+                                <input className='h-8 rounded-lg w-full bg-gray-400 dark:bg-zinc-700/30 border' type="email" value={email} onChange={handleEmailChange} />
+                            </Skeleton>
+                        </label>
+                        <label className="flex flex-col">
+                            <span className='mb-2'>Image URL:</span>
+                            <Skeleton isLoaded={isLoaded} className="rounded-lg">
+                                <textarea className='rounded-lg w-full bg-gray-400 dark:bg-zinc-700/30 border' value={imageURL} onChange={handleImageURLChange} />
+                            </Skeleton>
+                        </label>
+                        <button type="submit" className="text-center items-center text-l disabled:bg-orange-400 bg-blue-500 text-white px-6 py-3 rounded-md font-bold transition duration-300 ease-in-out transform hover:scale-105">Save</button>
+                    </form>
+                </div>
             </div>
         </div>
     );
 };
 
-export default ProfilePage;
\ No newline at end of file
+export default ProfilePage;
diff --git a/frontend/next.config.js b/frontend/next.config.js
index ab132ab..2adbc49 100644
--- a/frontend/next.config.js
+++ b/frontend/next.config.js
@@ -3,6 +3,22 @@ const nextConfig = {
   // experimental: {
   //   serverComponentsExternalPackages: ["llamaindex"],
   // },
+  images: {
+    remotePatterns: [
+      {
+        protocol: "https",
+        hostname: "*.googleusercontent.com",
+        port: "",
+        pathname: "**",
+      },
+      {
+        protocol: "https",
+        hostname: "i.imgur.com",
+        port: "",
+        pathname: "**",
+      }
+    ]
+  },
   compiler: {
     // Enables the styled-components SWC transform
     styledComponents: true
@@ -12,7 +28,7 @@ const nextConfig = {
   },
   webpack: (config, { isServer }) => {
     if (!isServer) {
-      config.externals.push({ "bufferutil": "bufferutil", "utf-8-validate": "utf-8-validate", "supports-color": "supports-color" }); 
+      config.externals.push({ "bufferutil": "bufferutil", "utf-8-validate": "utf-8-validate", "supports-color": "supports-color" });
     }
     return config;
   }
diff --git a/frontend/tailwind.config.ts b/frontend/tailwind.config.ts
index a86fd49..c467c36 100644
--- a/frontend/tailwind.config.ts
+++ b/frontend/tailwind.config.ts
@@ -1,8 +1,10 @@
 import type { Config } from "tailwindcss";
 
+const { nextui } = require("@nextui-org/react");
+
 const config: Config = {
   darkMode: ["class"],
-  content: ["app/**/*.{ts,tsx}", "components/**/*.{ts,tsx}"],
+  content: ["app/**/*.{ts,tsx}", "components/**/*.{ts,tsx}", "./node_modules/@nextui-org/theme/dist/**/*.{js,ts,jsx,tsx}"],
   theme: {
     container: {
       center: true,
@@ -76,6 +78,6 @@ const config: Config = {
       },
     },
   },
-  plugins: [],
+  plugins: [nextui()],
 };
 export default config;

From 4f1a7f580d0da00ca96c418c5366a8d830406c30 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 10:50:25 +0800
Subject: [PATCH 33/40] Fixed bug not able to sign-in when no callbackUrl is
 set

---
 frontend/app/components/header.tsx           | 10 +++++++++-
 frontend/app/components/ui/login-buttons.tsx | 18 ++++++++++++++----
 2 files changed, 23 insertions(+), 5 deletions(-)

diff --git a/frontend/app/components/header.tsx b/frontend/app/components/header.tsx
index 5369d6a..43a20de 100644
--- a/frontend/app/components/header.tsx
+++ b/frontend/app/components/header.tsx
@@ -11,6 +11,7 @@ import { HeaderNavLink } from '@/app/components/ui/navlink';
 import { MobileMenu } from '@/app/components/ui/mobilemenu';
 import { IconSpinner } from '@/app/components/ui/icons';
 import { useSession, signOut } from 'next-auth/react';
+import { usePathname } from 'next/navigation';
 
 const MobileMenuItems = [
   {
@@ -44,6 +45,13 @@ export default function Header() {
   const isLargeScreen = useMedia('(min-width: 1024px)', false);
   const [mounted, setMounted] = useState(false);
   const { theme, setTheme } = useTheme();
+  // Get the current path
+  const currentPath = usePathname();
+  // Ensure the currentPath is encoded
+  const encodedPath = encodeURIComponent(currentPath);
+  // Add callbackUrl params to the signinPage URL
+  const signinPage = "/sign-in?callbackUrl=" + encodedPath;
+
   // Get user session for conditional rendering of user profile and logout buttons and for fetching the API status
   const { data: session, status } = useSession();
   // console.log('session:', session, 'status:', status);
@@ -241,7 +249,7 @@ export default function Header() {
                 </button>
               </>
             ) : (
-              <HeaderNavLink href="/sign-in" title='Sign In'>
+              <HeaderNavLink href={signinPage} title='Sign In'>
                 <div className="flex items-center ml-2 transition duration-300 ease-in-out transform hover:scale-125">
                   <LogIn className="mr-1 h-5 w-5" />
                   Sign In
diff --git a/frontend/app/components/ui/login-buttons.tsx b/frontend/app/components/ui/login-buttons.tsx
index d9c7d90..b68b6f5 100644
--- a/frontend/app/components/ui/login-buttons.tsx
+++ b/frontend/app/components/ui/login-buttons.tsx
@@ -20,13 +20,18 @@ function GoogleLoginButton({
 }: LoginButtonProps) {
   const [isLoading, setIsLoading] = useState(false);
   const searchParams = useSearchParams()
-  const callbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
+  let tempcallbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
+  let callbackURL = tempcallbackURL;
+  // if callbackURL is not provided, default to home page
+  if (!tempcallbackURL) {
+    callbackURL = '/';
+  }
   return (
     <Button
       variant="outline"
       onClick={() => {
         setIsLoading(true);
-        signIn('google', {redirect: true, callbackUrl: callbackURL as string});
+        signIn('google', { redirect: true, callbackUrl: callbackURL as string });
       }}
       className={cn(className)}
       {...props}
@@ -50,13 +55,18 @@ function SGIDLoginButton({
 }: LoginButtonProps) {
   const [isLoading, setIsLoading] = useState(false);
   const searchParams = useSearchParams()
-  const callbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
+  const tempcallbackURL = searchParams.get("callbackUrl"); // Get the 'callbackURL' query parameter
+  let callbackURL = tempcallbackURL;
+  // if callbackURL is not provided, default to home page
+  if (!tempcallbackURL) {
+    callbackURL = '/';
+  }
   return (
     <Button
       variant="outline"
       onClick={() => {
         setIsLoading(true);
-        signIn('sgid', {redirect: true, callbackUrl: callbackURL as string});
+        signIn('sgid', { redirect: true, callbackUrl: callbackURL as string });
       }}
       className={cn(className)}
       {...props}

From 118660ca8348aa1d16088aefaa289f373a0aae9b Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 10:50:56 +0800
Subject: [PATCH 34/40] Removed previous feat, added upgrade in progress banner

---
 frontend/app/components/query-section.tsx | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/frontend/app/components/query-section.tsx b/frontend/app/components/query-section.tsx
index 1b82b77..ddd3fbf 100644
--- a/frontend/app/components/query-section.tsx
+++ b/frontend/app/components/query-section.tsx
@@ -25,7 +25,7 @@ export default function QuerySection() {
 
     return (
         <div className="space-y-4 max-w-5xl w-full">
-            <ChatMessages
+            {/* <ChatMessages
                 messages={messages}
                 isLoading={isLoading}
                 reload={reload}
@@ -44,7 +44,14 @@ export default function QuerySection() {
                 handleSubmit={handleSubmit}
                 handleInputChange={handleInputChange}
                 isLoading={isLoading}
-            />
+            /> */}
+
+            {/* Maintenance Page */}
+            <div className="bg-red-100 border border-red-400 text-red-700 px-4 py-3 rounded relative text-center" role="alert">
+                <strong className="font-bold">A new feature is coming your way!</strong>
+                <br />
+                <span className="block sm:inline">The Q&A Page is currently undergoing upgrades. Please check back later.</span>
+            </div>
         </div>
     );
 }

From 69400b889556afc18f42468fa543d0c2c8d5a5a3 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 10:51:11 +0800
Subject: [PATCH 35/40] Use default user icon if no imageURL

---
 frontend/app/profile/page.tsx | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/frontend/app/profile/page.tsx b/frontend/app/profile/page.tsx
index 297a953..0b72460 100644
--- a/frontend/app/profile/page.tsx
+++ b/frontend/app/profile/page.tsx
@@ -3,6 +3,7 @@
 import React, { useState, useEffect } from 'react';
 import { Skeleton } from "@nextui-org/react";
 import Image from 'next/image';
+import { User2 } from 'lucide-react';
 
 const ProfilePage: React.FC = () => {
     const [name, setName] = useState('');
@@ -62,7 +63,8 @@ const ProfilePage: React.FC = () => {
                 <div className="flex flex-col w-full justify-center mr-8 gap-4">
                     <h1>Profile Settings</h1>
                     <Skeleton isLoaded={isLoaded} className='rounded-full w-20'>
-                        <Image className="rounded-full" src={imageURL} alt={name} width={84} height={84} />
+                        {/* use default user image if there is no imageURL */}
+                        {imageURL ? <Image className="rounded-full" src={imageURL} alt={name} width={84} height={84} /> : <User2 size={84} />}
                     </Skeleton>
                     <form onSubmit={handleSubmit} className='flex flex-col gap-4'>
                         <label className="flex flex-col">

From 912042f7c9c83bb3b5200fd1ac4356ee1053bd3f Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 10:53:23 +0800
Subject: [PATCH 36/40] Moved PSSCOC Documents into own folder

---
 .../{ => PSSCOC}/About PSSCOC/About PSSCOC.json     |   0
 ...ments-for-psscoc-for-construction-works-2020.pdf | Bin
 ...ule-c-on-collaborative-contracting-with-sidp.pdf | Bin
 ...module-e-on-collaborative-contracting---sent.pdf | Bin
 .../psscoc-for-construction-works-2020.pdf          | Bin
 ...ment-for-psscoc-for-construction-works-2020.docx | Bin
 .../list-of-amendments-psscoc-design-build-2020.pdf | Bin
 ...odule-c-on-collaborative-contracting-wo-sidp.pdf | Bin
 ...option-module-c-on-collaborative-contracting.pdf | Bin
 .../psscoc-for-design-build-2020.pdf                | Bin
 ...supplement-for-psscoc-for-design-build-2020.docx | Bin
 .../1_nsc_constnwks.pdf                             | Bin
 .../2_nsc_supplem.docx                              | Bin
 .../3_nsc_clarify_amendm.pdf                        | Bin
 .../4_nsc_amendm.pdf                                | Bin
 15 files changed, 0 insertions(+), 0 deletions(-)
 rename backend/backend/data/{ => PSSCOC}/About PSSCOC/About PSSCOC.json (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Construction Works/list-of-amendments-for-psscoc-for-construction-works-2020.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Construction Works/option-module-c-on-collaborative-contracting-with-sidp.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Construction Works/option-module-e-on-collaborative-contracting---sent.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Construction Works/psscoc-for-construction-works-2020.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Construction Works/supplement-for-psscoc-for-construction-works-2020.docx (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Design and Build/list-of-amendments-psscoc-design-build-2020.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting-wo-sidp.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Design and Build/psscoc-for-design-build-2020.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/PSSCOC for Design and Build/supplement-for-psscoc-for-design-build-2020.docx (100%)
 rename backend/backend/data/{ => PSSCOC}/Standard Conditions for Nominated Sub-Contract (NSC)/1_nsc_constnwks.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/Standard Conditions for Nominated Sub-Contract (NSC)/2_nsc_supplem.docx (100%)
 rename backend/backend/data/{ => PSSCOC}/Standard Conditions for Nominated Sub-Contract (NSC)/3_nsc_clarify_amendm.pdf (100%)
 rename backend/backend/data/{ => PSSCOC}/Standard Conditions for Nominated Sub-Contract (NSC)/4_nsc_amendm.pdf (100%)

diff --git a/backend/backend/data/About PSSCOC/About PSSCOC.json b/backend/backend/data/PSSCOC/About PSSCOC/About PSSCOC.json
similarity index 100%
rename from backend/backend/data/About PSSCOC/About PSSCOC.json
rename to backend/backend/data/PSSCOC/About PSSCOC/About PSSCOC.json
diff --git a/backend/backend/data/PSSCOC for Construction Works/list-of-amendments-for-psscoc-for-construction-works-2020.pdf b/backend/backend/data/PSSCOC/PSSCOC for Construction Works/list-of-amendments-for-psscoc-for-construction-works-2020.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Construction Works/list-of-amendments-for-psscoc-for-construction-works-2020.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Construction Works/list-of-amendments-for-psscoc-for-construction-works-2020.pdf
diff --git a/backend/backend/data/PSSCOC for Construction Works/option-module-c-on-collaborative-contracting-with-sidp.pdf b/backend/backend/data/PSSCOC/PSSCOC for Construction Works/option-module-c-on-collaborative-contracting-with-sidp.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Construction Works/option-module-c-on-collaborative-contracting-with-sidp.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Construction Works/option-module-c-on-collaborative-contracting-with-sidp.pdf
diff --git a/backend/backend/data/PSSCOC for Construction Works/option-module-e-on-collaborative-contracting---sent.pdf b/backend/backend/data/PSSCOC/PSSCOC for Construction Works/option-module-e-on-collaborative-contracting---sent.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Construction Works/option-module-e-on-collaborative-contracting---sent.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Construction Works/option-module-e-on-collaborative-contracting---sent.pdf
diff --git a/backend/backend/data/PSSCOC for Construction Works/psscoc-for-construction-works-2020.pdf b/backend/backend/data/PSSCOC/PSSCOC for Construction Works/psscoc-for-construction-works-2020.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Construction Works/psscoc-for-construction-works-2020.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Construction Works/psscoc-for-construction-works-2020.pdf
diff --git a/backend/backend/data/PSSCOC for Construction Works/supplement-for-psscoc-for-construction-works-2020.docx b/backend/backend/data/PSSCOC/PSSCOC for Construction Works/supplement-for-psscoc-for-construction-works-2020.docx
similarity index 100%
rename from backend/backend/data/PSSCOC for Construction Works/supplement-for-psscoc-for-construction-works-2020.docx
rename to backend/backend/data/PSSCOC/PSSCOC for Construction Works/supplement-for-psscoc-for-construction-works-2020.docx
diff --git a/backend/backend/data/PSSCOC for Design and Build/list-of-amendments-psscoc-design-build-2020.pdf b/backend/backend/data/PSSCOC/PSSCOC for Design and Build/list-of-amendments-psscoc-design-build-2020.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Design and Build/list-of-amendments-psscoc-design-build-2020.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Design and Build/list-of-amendments-psscoc-design-build-2020.pdf
diff --git a/backend/backend/data/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting-wo-sidp.pdf b/backend/backend/data/PSSCOC/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting-wo-sidp.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting-wo-sidp.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting-wo-sidp.pdf
diff --git a/backend/backend/data/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting.pdf b/backend/backend/data/PSSCOC/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Design and Build/option-module-c-on-collaborative-contracting.pdf
diff --git a/backend/backend/data/PSSCOC for Design and Build/psscoc-for-design-build-2020.pdf b/backend/backend/data/PSSCOC/PSSCOC for Design and Build/psscoc-for-design-build-2020.pdf
similarity index 100%
rename from backend/backend/data/PSSCOC for Design and Build/psscoc-for-design-build-2020.pdf
rename to backend/backend/data/PSSCOC/PSSCOC for Design and Build/psscoc-for-design-build-2020.pdf
diff --git a/backend/backend/data/PSSCOC for Design and Build/supplement-for-psscoc-for-design-build-2020.docx b/backend/backend/data/PSSCOC/PSSCOC for Design and Build/supplement-for-psscoc-for-design-build-2020.docx
similarity index 100%
rename from backend/backend/data/PSSCOC for Design and Build/supplement-for-psscoc-for-design-build-2020.docx
rename to backend/backend/data/PSSCOC/PSSCOC for Design and Build/supplement-for-psscoc-for-design-build-2020.docx
diff --git a/backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/1_nsc_constnwks.pdf b/backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/1_nsc_constnwks.pdf
similarity index 100%
rename from backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/1_nsc_constnwks.pdf
rename to backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/1_nsc_constnwks.pdf
diff --git a/backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/2_nsc_supplem.docx b/backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/2_nsc_supplem.docx
similarity index 100%
rename from backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/2_nsc_supplem.docx
rename to backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/2_nsc_supplem.docx
diff --git a/backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/3_nsc_clarify_amendm.pdf b/backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/3_nsc_clarify_amendm.pdf
similarity index 100%
rename from backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/3_nsc_clarify_amendm.pdf
rename to backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/3_nsc_clarify_amendm.pdf
diff --git a/backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/4_nsc_amendm.pdf b/backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/4_nsc_amendm.pdf
similarity index 100%
rename from backend/backend/data/Standard Conditions for Nominated Sub-Contract (NSC)/4_nsc_amendm.pdf
rename to backend/backend/data/PSSCOC/Standard Conditions for Nominated Sub-Contract (NSC)/4_nsc_amendm.pdf

From 9ca0bf61a95742e039e844e796c375735825ad83 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 11:01:25 +0800
Subject: [PATCH 37/40] Update .gitignore: ignore EIR data folder

---
 backend/.gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/backend/.gitignore b/backend/.gitignore
index c647d75..fbd6b05 100644
--- a/backend/.gitignore
+++ b/backend/.gitignore
@@ -2,6 +2,7 @@
 __pycache__
 storage
 .env
+**/data/EIR/
 
 # Dev Folders
 test.py

From 9201e8cc832ca6036f8279796455b1f9eba2fdb6 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 11:31:31 +0800
Subject: [PATCH 38/40] Fixed poetry lock file

---
 backend/poetry.lock | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/backend/poetry.lock b/backend/poetry.lock
index ab0e423..557fa27 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -2005,7 +2005,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -3382,4 +3381,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11,<3.12"
-content-hash = "1e350935578707fd557585532892f9144e24784709a80cea97621c070ee33dc4"
+content-hash = "1d354d5ac24eb7e482fe9895fef5888582caeb9d6b52982db87f88a8f968da19"

From 7caab09f6253a205d9dfe7907350bcac3cdc19a0 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 11:42:44 +0800
Subject: [PATCH 39/40] Updated profile api route

---
 frontend/app/api/profile/route.ts | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/frontend/app/api/profile/route.ts b/frontend/app/api/profile/route.ts
index f9bcb2a..bc70e61 100644
--- a/frontend/app/api/profile/route.ts
+++ b/frontend/app/api/profile/route.ts
@@ -2,6 +2,8 @@ import { createClient } from '@supabase/supabase-js';
 import { NextRequest, NextResponse } from "next/server";
 
 export async function GET(request: NextRequest) {
+    const { pathname, origin } = request.nextUrl;
+    const signinPage = new URL('/sign-in', origin);
     // Retrieve the session token from the request cookies
     const session = request.cookies.get('next-auth.session-token');
 
@@ -23,7 +25,7 @@ export async function GET(request: NextRequest) {
 
     if (sessionError) {
         console.error('Error fetching session from database:', sessionError.message);
-        return NextResponse.redirect('/sign-in', { status: 302 });
+        return NextResponse.redirect(signinPage.href, { status: 302 });
     }
 
     // Retrieve the user's profile data
@@ -35,7 +37,7 @@ export async function GET(request: NextRequest) {
 
     if (userError) {
         console.error('Error fetching user data from database:', userError.message);
-        return NextResponse.redirect('/sign-in', { status: 302 });
+        return NextResponse.redirect(signinPage.href, { status: 302 });
     }
 
     // console.log('userData:', userData);

From 3e4be0e56abc5f9737128dbf651d71dd7e2895c1 Mon Sep 17 00:00:00 2001
From: Yee Kit <yeek3063@gmail.com>
Date: Tue, 9 Apr 2024 11:55:32 +0800
Subject: [PATCH 40/40] Updated node.js action

---
 .github/workflows/node-js-tests.yml | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/node-js-tests.yml b/.github/workflows/node-js-tests.yml
index 5a18245..fa5c86a 100644
--- a/.github/workflows/node-js-tests.yml
+++ b/.github/workflows/node-js-tests.yml
@@ -31,10 +31,16 @@ jobs:
         cache-dependency-path: ./frontend/package-lock.json
     - name: Install Dependencies
       working-directory: ./frontend
-      run: npm ci
-    - name: Build Package
+      run: npm install
+    - name: Disable Next.js Telemetry
+      working-directory: ./frontend
+      run: npx next telemetry disable
+    - name: Test Build Package
       working-directory: ./frontend
       run: npm run build --if-present
+      env:
+        SUPABASE_URL: ${{ secrets.SUPABASE_URL }}
+        SUPABASE_SERVICE_ROLE_KEY: ${{ secrets.SUPABASE_SERVICE_ROLE_KEY }}
   # - name: Run Test
     # working-directory: ./frontend
     # run: npm test