update memory docs

Writerside/s.tree

@@ -9,6 +9,7 @@
         <toc-element topic="ProjectNotes.md">
             <toc-element topic="Chatbot.md">
                 <toc-element topic="AI.md">
+                    <toc-element topic="Tools.md"/>
                     <toc-element topic="LangChain.md">
                         <toc-element topic="OpenAI.md"/>
                     </toc-element>

Writerside/topics/ConversationMemory.md

@@ -1,9 +1,15 @@
 # Conversation Memory
-  - [ ] Token Buffer ([Langchain](https://python.langchain.com/docs/expression_language/cookbook/memory )
-  - [ ] With summary?
-	  - [ ] Summarization at different scales:
-		    - Full summary
-		    - course summary
-		    - fine summary
-	- [ ] Topic/Tag extraction
 
+Memory within a conversation,[LangChain Memory Docs](https://js.langchain.com/docs/modules/memory/)
+
+Development plan:
+
+Required functionality:
+[ ]- Simple Buffer (keep `n` most recent messages) 
+    - [https://python.langchain.com/docs/expression_language/cookbook/memory](https://python.langchain.com/docs/expression_language/cookbook/memory)
+
+Future development:
+[ ]- Token Buffer (keep a buffer of messages that is less than `n` tokens)
+[ ]- Summary Buffer (keep a buffer of messages that is less than `n` tokens, but also summarize the messages)
+[ ]- Time weighted Vectorstore (keep a vectorstore of messages, weighted by time)
+    - [https://js.langchain.com/docs/modules/data_connection/retrievers/time_weighted_vectorstore](https://js.langchain.com/docs/modules/data_connection/retrievers/time_weighted_vectorstore)

Writerside/topics/Tools.md

@@ -0,0 +1,9 @@
+# AI Tools
+
+Useful tools, packages, softwares etc.
+
+
+- [LangChain](LangChain.md)
+- [OpenAi](OpenAI.md)
+
+- [ContinueDev](ContinueDev.md)