povtornyy-ekzamen-faq-bot-chromadb-odin-/README.md

FAQ Bot with ChromaDB and LangChain

This project implements a simple FAQ bot that uses ChromaDB for vector storage and LangChain for building an intelligent agent. The bot can answer questions based on a small knowledge base stored in ChromaDB.

Features

• Stores documents in ChromaDB with embeddings from OpenAI.
• Uses the latest LangChain agent creation method (initializeAgentExecutorWithOptions).
• Simple CLI interface for interacting with the bot.
• Easy to extend with more documents or tools.

Setup

1. Clone the repository

   git clone https://github.com/your-username/faq-bot-chromadb.git
   cd faq-bot-chromadb
   

2. Install dependencies

   npm install
   

3. Configure environment

   Create a .env file in the project root:

   OPENAI_API_KEY=your_openai_api_key
   CHROMA_DB_PATH=./chromadb
   

4. Run the bot

   npm start
   

   You can also use npm run dev for automatic restarts with nodemon.

Adding Documents

The bot comes with two sample FAQ entries. To add more, edit src/index.js or use the addDocument function from src/vectorstore.js.

License

MIT License