Rag Chatbot Python Packages

chatnificent

Chatnificent: LLM chat app framework – Minimally complete. Maximally hackable.

3K 18 4

aquiles-rag

Is a high-performance Augmented Recovery-Generation (RAG) solution based on Redis, Qdrant or PostgreSQL. It offers a high-level interface using FastAPI REST APIs

1K 30 2

pembot

RAG chatbot project for my Please Explain Me blog website

711 0 0

admin-api-lib

The admin backend is responsible for the document management. This includes deletion, upload and returning the source document.

610 78 8

ragit

Automatic RAG Pattern Optimization Engine

587 4 0

nancy-brain

Nancy's RAG backend and HTTP API/MCP server connectors.

482 5 3

rag-core-api

Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.

379 78 8

extractor-api-lib

Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.

356 78 8

tinyrag

TinyRag is a minimal Python library for retrieval-augmented generation. It offers easy document ingestion, automatic text extraction, embedding generation, and retrieval with vector stores. Designed for quick setup and flexible provider configuration, TinyRag enables fast, contextual responses from language models.

330 4 1

rag-core-lib

Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.

325 78 8

chatbot-rag

ChatBot-RAG is a chatbot framework leveraging Retrieval-Augmented Generation (RAG) to deliver context-aware responses. It integrates LangChain for advanced pipelines and supports local model hosting via Ollama for enhanced privacy and customization.

257 0 1