Advanced Document Analyzer(MTC project ADA)

Goal of the sample app is to show case how to use GPT (LLMs) to analyze document

Scenario

Document comparision using LLM for contract review works.

Document comparison

One of common challenges are the document continuously changing. Especially when two different company making a deal or agreement, they exchange different version of the same or similar documents over and over.

By leveraging LLMs, people can reduce time to review document but increase productivity.

Workflow

There are standard document for a contract. And when partner sends document of contract terms, the reviewer need to use the standard document and find differences between the standard and new documents.

Azure Resouces

Azure OpenAI
Azure AI Search
Azure Cognitive Service - Multiaccount
Azure Web App

Set Environment Variables

AZURE_OPENAI_API_BASE=
AZURE_OPENAI_API_KEY=
AZURE_OPENAI_API_VERSION=
DEPLOYMENT_NAME=
EMBEDDING_MODEL_NAME=
AZURE_STORAGE_CONNECTION_STRING=
AZURE_FORM_RECOGNIZER_ENDPOINT=
AZURE_FORM_RECOGNIZER_KEY=
AZURE_SEARCH_ENDPOINT=
AZURE_SEARCH_KEY=
AZURE_SEARCH_API_VERSION=
AZURESEARCH_FIELDS_CONTENT_VECTOR=contentVector

Start

cd app
chainlit run chainlit_app.py