Rag Chatbot Python Packages

chatnificent

LLM chat app framework - Minimally complete. Maximally hackable

3K 18 4

keovil

Private Query Interface for Documents & Structured Data

2K 3 0

aquiles-rag

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

2K 30 2

admin-api-lib

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

707 81 8

pembot

A Python Package to convert PEM blog content to usseful information by leveraging LLMs

468 0 0

nancy-brain

Turn any GitHub repository into a searchable knowledge base for AI agents

466 5 3

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.

431 0 1

ragit

Correct complete RAG -- built for Highway Workflow Engine

416 4 0

extractor-api-lib

Extracts the content of documents, websites, etc and maps it to a common format.

374 81 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.

297 4 1

rag-core-api

The rag-core-api contains the API layer for the RAG template for document retrieval, question answering, knowledge base management in the vector database and more.

295 81 8

rag-core-lib

The rag-core-lib contains the shared components of at least two of the rag libs.

292 81 8