RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Interact with your documents using the power of GPT, 100% privately, no data leaks

Build resilient language agents as graphs.

🚀 The fast, Pythonic way to build MCP servers and clients

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

GenAI Agent Framework, the Pydantic way

Python bindings for llama.cpp

💨 Fast, Async-ready, Openapi, type hints based framework for building APIs

Python Telegram bot api.

HACS gives you a powerful UI to handle downloads of all your custom needs.

the LLM vulnerability scanner

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

A collection of scripts to flash Tuya IoT devices to alternative firmwares

data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

Perf monitoring CLI tool for Apple Silicon

Fuzzy String Matching in Python

A Pythonic wrapper for the Wikipedia API

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.

OpenTelemetry Python API and SDK

Python library to build pretty command line user prompts ✨Easy to use multi-select lists, confirmations, free text prompts ...

A collection of scripts to set up MongoDB test environments and parse and visualize MongoDB log files.

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recog…

media file renaming and organizing tool

Python A2A is a powerful, easy-to-use library for implementing Google's [Agent-to-Agent (A2A) protocol](https://google.github.io/A2A/). It enables seamless communication between AI agents, creating…

A python binding for crfsuite

Run LLaMA (and Stanford-Alpaca) inference on Apple Silicon GPUs.

Privacy-focused, free, open-source cryptocurrency tax calculator for multiple countries: it handles multiple coins/exchanges and computes long/short-term capital gains, cost bases, in/out lot relat…

A demo for a financial services bot