Chatformers

⚡ Chatformers is a Python package designed to simplify the development of chatbot applications that use Large Language Models (LLMs). It offers automatic chat history management using a local vector database (ChromaDB), ensuring efficient context retrieval for ongoing conversations.

Install

pip install chatformers

Pypi: https://pypi.org/project/chatformers

Github: https://github.com/Dipeshpal/chatformers

NOTE: If you are using chatformers<=1.0.3 then refer to FAQ and Usage in Example v<=1.0.3

This version will be depreciated in the future. Always use lastest docs.

Why Choose chatformers?

1. Effortless History Management: You do not need to manage extensive chat history manually; the package automatically handles it.

2. Simple Integration: Build a chatbot with just a few lines of code.

3. Full Customization: Maintain complete control over your data and conversations.

4. Framework Compatibility: Easily integrate with any existing framework or codebase.

Key Features

1. Easy Chatbot Creation: Set up a chatbot with minimal code.

2. Automated History Management: Automatically stores and fetches chat history for context-aware conversations.

How It Works

1. Project Setup: Create a basic project structure.

2. Automatic Storage: Chatformers store your conversations (user inputs and AI outputs) in Chroma DB, Qdrant or Pgvector.

3. Contextual Conversations: The chatbot fetches relevant chat history whenever you engage with the LLM.

Prerequisites-

1. Python: Ensure Python is installed on your system.

2. GenAI Knowledge: Familiarity with Generative AI models.