/chatbot

Chatbot to chat with your data

Primary LanguagePython

Chat with your data app

upload your data source and chat with your data such as asking questions or providing information.

Features

  • user upload data source (doc_name, document, vector_collection, embeddings, created_at)
  • user can chat with its data
  • user has vector document for every source
  • user can ask question about the content of a specific document (e.g., what is this article about?)
  • AI respond on him/her
  • save chat history in database
  • generate report based on chat history

Installation

  • Clone the PR

  • Create Python ENV

    • python3 -m venv env_name
    • source env_name/bin/activate
    • pip install -r requirements.txt
    • Add .env file with your secret keys

  • Run project

    • Run: uvicorn main:app --host 0.0.0.0 --port 8000 --reload

API Documentation

Tech Stack:

  • Python 3.10+
  • FastAPI
  • Langchain
  • OpenAI - GPT3 Or GPT4
  • MongoDB
  • Milvus (vector db)
  • uvicorn

ENV Keys

  • MONGO_URI="xxxxxxxx"
  • SECRET_KEY="xxxxxxxx"
  • ALGORITHM="xxxxxxxx"
  • ACCESS_TOKEN_EXPIRE_DAYS="xxxxxxxx"
  • GOOGLE_API_KEY="xxxxxxxx"
  • OPENAI_API_KEY="xxxxxxxx"
  • MILVUS_URI="xxxxxxxx"
  • MILVUS_PORT="xxxxxxxx"
  • MILVUS_USER="xxxxxxxx"
  • MILVUS_PASSWORD="xxxxxxxx"
  • .....