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Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot.

JavaScript 15,556 1,815 Updated Dec 23, 2025

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python 16,970 1,245 Updated Dec 25, 2025

Latent Collaboration in Multi-Agent Systems

Python 632 95 Updated Dec 18, 2025

LLMs sitting on a council together to decide, by consensus, who among them is the best.

Jupyter Notebook 258 34 Updated Jul 20, 2025

A comprehensive GraphRAG (Graph Retrieval-Augmented Generation) system designed for biomedical research

Python 43 14 Updated Nov 19, 2025
Python 449 46 Updated Dec 22, 2025

A framework for few-shot evaluation of language models.

Python 11,019 2,920 Updated Dec 23, 2025

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 20,331 2,133 Updated Dec 18, 2025

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 41,072 4,672 Updated Dec 24, 2025

The best ChatGPT that $100 can buy.

Python 39,210 4,966 Updated Dec 23, 2025

"RAG-Anything: All-in-One RAG Framework"

Python 11,309 1,338 Updated Dec 23, 2025
Python 2,232 194 Updated Nov 29, 2025

A python module that wraps the pdftoppm utility to convert PDF to PIL Image object

Python 1,925 211 Updated Jul 23, 2024

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

Python 8,730 678 Updated Dec 18, 2025

The LLM Evaluation Framework

Python 12,720 1,124 Updated Dec 23, 2025

A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

Python 65 20 Updated Dec 8, 2025

Official Python toolkit for the Qwen3-ASR API. Parallel high‑throughput calls, robust long‑audio transcription, multi‑sample‑rate support.

Python 726 66 Updated Oct 21, 2025

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

Python 36,880 6,095 Updated Nov 10, 2025

BillionMail gives you open-source MailServer, NewsLetter, Email Marketing — fully self-hosted, dev-friendly, and free from monthly fees. Join the discord: https://discord.gg/asfXzBUhZr

Go 12,516 1,207 Updated Dec 11, 2025

A community driven registry service for Model Context Protocol (MCP) servers.

Go 6,167 540 Updated Dec 23, 2025

Enjoy our curated collection of examples and solutions. Use these patterns to build your own robust and scalable applications.

TypeScript 4,892 1,644 Updated Dec 22, 2025

#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere

Java 71,571 6,085 Updated Dec 24, 2025

12 Lessons to Get Started Building AI Agents

Jupyter Notebook 47,498 16,345 Updated Dec 24, 2025

LLM agents built for control. Designed for real-world use. Deployed in minutes.

Python 16,773 1,405 Updated Dec 24, 2025

An open-source RAG-based tool for chatting with your documents.

Python 24,789 2,047 Updated Jul 4, 2025

Material Design icons by Google (Material Symbols)

52,680 9,720 Updated Sep 19, 2025

The world's first open-source multimodal creative assistant This is a substitute for Canva and Manus that prioritizes privacy and is usable locally.

TypeScript 5,569 503 Updated Nov 10, 2025

🚀 Beautiful, fast and modern React UI library. (Previously NextUI)

TypeScript 27,708 2,019 Updated Dec 24, 2025

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

Rust 5,052 370 Updated Dec 22, 2025

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI…

102,034 27,162 Updated Dec 19, 2025
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