Stars
An open protocol enabling communication and interoperability between opaque agentic applications.
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…
This is a simple demonstration of more advanced, agentic patterns built on top of the Realtime API.
An interactive cheatsheet tool for the command-line
DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
A free and open source, self hosted Ai based live meeting note taker and minutes summary generator that can completely run in your Local device (Mac OS and windows OS Support added. Working on addi…
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the si…
The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
LettuceDetect is a hallucination detection framework for RAG applications.
Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning.
Damn Vulnerable MCP Server
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Rich is a Python library for rich text and beautiful formatting in the terminal.
The production toolkit for LLMs. Observability, prompt management and evaluations.
LLM abstractions that aren't obstructions
Open source platform for the machine learning lifecycle
A powerful, AI Gateway designed from scratch for AI
This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gateway based on OpenAI API standards
An open-source, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare and DeepSeek.