Python
How Microsoft GraphRAG Brings Order to the Chaos of Unstructured Data
GraphRAG builds knowledge graphs from unstructured data, enabling LLMs to understand connections and answer global questions across massive archives.
#llm
61 projects Python
How to Stop Feeding LLMs and Teach Agents to Understand Your Code
I tried Memtrace — a tool that turns your codebase into a knowledge graph for AI agents, indexing 15,000 files in 1.5 seconds without LLM calls.
TypeScript
Prompt Optimizer: How to Make Neural Networks Understand You from Half a Word
Prompt Optimizer solves the common problem of getting wrong answers from AI by optimizing prompts. With 12.6k GitHub stars, it offers two-stage optimization, local processing, and cross-platform support.
Go
ADK Go - A Framework for AI Agents That Go Developers Will Love
ADK Go is a complete toolkit for building AI agents in Go, with idiomatic code, production-ready cloud deployment, and multi-agent systems support.
C-plus-plus
How to Connect Unreal Engine with Modern Neural Networks Without the Extra Pain
UnrealGenAISupport is an open-source plugin that bridges Unreal Engine with modern LLMs like OpenAI, Claude, DeepSeek, and Gemini, featuring MCP support for editor control.
Python
Text-Extract-API: Turning Documents into Structured Data Without the Headache
Ever needed to extract data from a PDF or scanned document? Text-extract-api offers an elegant solution combining modern OCR and language models.
Python
EAGLE: When Small Models Beat Giants in Multimodal Analysis
EAGLE models from NVlabs process hour-long videos and HD images with compact 8B parameters matching 72B models. Apache 2.0 licensed.
3,071
Python
PentestGPT: Your AI Partner in Penetration Testing
PentestGPT is an open-source AI tool for penetration testing that maintains context, structures the pentest process, and generates reports automatically. Used by 8,500+ security professionals.
14,041
Python
Browser-use: When Your AI Becomes a Personal Browser Assistant
Imagine telling an AI what to do in your browser and it just does it. Browser-use is a Python library connecting AI agents to real browsers, with 66k GitHub stars.
101,774
Python
Skywork-R1V3 - When Images and Text Work Together
Skywork-R1V3 is a 38B multimodal model combining visual perception with deep reasoning. It leads benchmarks at 76% MMMU and 77.1% MathVista accuracy.
3,160
JavaScript
AnythingLLM - Your Personal ChatGPT for Working with Documents
AnythingLLM transforms your documents into a smart knowledge base you can chat with. Supports 20+ LLMs, no-code agents, and multimodal processing.
62,215
Rust
MusicGPT: Your Personal AI-Powered Composer
MusicGPT transforms text prompts into music compositions. An open-source tool for game developers, video bloggers, and musicians seeking quick audio generation.
1,427
Python
Director: ChatGPT for Video That Actually Works
Director is an AI framework that transforms complex video tasks into simple commands, like ChatGPT but for video processing.
1,415