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