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

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Github:

https://github.com/Dipeshpal/chatformers⁠

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

Example v<=1.0.3⁠

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

Why Choose chatformers?

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

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

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

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

Key Features

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

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

How It Works

Project Setup: Create a basic project structure.

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

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

Prerequisites-

Python: Ensure Python is installed on your system.

GenAI Knowledge: Familiarity with Generative AI models.

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