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A guidance language for controlling large language models.

Jupyter Notebook 20,948 1,123 Updated Nov 20, 2025

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

Python 20,523 1,527 Updated Nov 22, 2025

An opinionated list of awesome Python frameworks, libraries, software and resources.

Python 270,664 26,761 Updated Nov 20, 2025

Composable building blocks to build Llama Apps

Python 8,167 1,221 Updated Nov 22, 2025

MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for effici…

Python 655 70 Updated Nov 18, 2025

Making docling agentic through MCP

Python 328 71 Updated Nov 21, 2025

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Jupyter Notebook 28,166 2,832 Updated Nov 21, 2025

Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

Rust 3,377 277 Updated Nov 23, 2025

Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with co…

TypeScript 9,169 790 Updated Nov 23, 2025

An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.

TypeScript 496 28 Updated Nov 1, 2025

Set of tools to assess and improve LLM security.

Python 3,886 670 Updated Nov 20, 2025

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Jupyter Notebook 18,023 4,246 Updated Jul 21, 2025
TypeScript 42 11 Updated Aug 14, 2025

📃 A list of practical projects that anyone can solve in any programming language.

47,086 10,687 Updated Aug 14, 2024

VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models

3,544 470 Updated Jul 27, 2025

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website …

HTML 13,250 1,085 Updated Nov 21, 2025

MCP Server for kicking off and getting status of your crew deployments

Python 46 13 Updated Mar 19, 2025

The official Python SDK for Model Context Protocol servers and clients

Python 20,216 2,792 Updated Nov 23, 2025

Running Docling as an API service

Python 961 214 Updated Nov 21, 2025

Python tool for converting files and office documents to Markdown.

Python 83,223 4,733 Updated Oct 20, 2025

Memory for AI Agents in 6 lines of code

Python 9,025 830 Updated Nov 22, 2025

MCP server for document format conversion using pandoc.

Python 454 58 Updated Sep 16, 2025

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

TypeScript 310 31 Updated Dec 17, 2024

Get your documents ready for gen AI

Python 44,680 3,174 Updated Nov 21, 2025

Swyx's second brain!

1,610 81 Updated Oct 3, 2025

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Python 2,516 165 Updated Nov 18, 2025

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Python 8,269 634 Updated Sep 22, 2025

The AI Browser Automation Framework

TypeScript 19,166 1,248 Updated Nov 22, 2025

Simple, unified interface to multiple Generative AI providers

Python 12,811 1,305 Updated Nov 11, 2025
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