structured outputs for llms
- openai
- python
- pydantic-v2
- openai-functions
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structured outputs for llms
Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply this strategy with any AI coding assistant!
Mealie is a self hosted recipe manager and meal planner with a RestAPI backend and a reactive frontend application built in Vue for a pleasant user experience for the whole family. Easily add recipes into your database by providing the url and mealie will automatically import the relevant data or add a family recipe with the UI editor
Download pictures (or videos) along with their captions and other metadata from Instagram.
CTF framework and exploit development library
Pythonic HTML Parsing for Humans™
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
The most complete open-source, self-hosted Agentic Trading OS—AI research, Python strategies, factor discovery, backtesting, optimization, paper/live multi-asset execution, risk controls, monitoring, MCP, and multi-tenant SaaS in one auditable stack.
TranslatedAI-based tool for removing hard-coded subtitles and text-like watermarks from videos or Pictures. It removes hard-coded subtitles and text watermarks from images/videos and generates subtitle-free, watermark-free image/video files at lossless resolution. No third-party API application is needed; it runs locally.
Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.
A repository of LIVE malwares for your own joy and pleasure. theZoo is a project created to make the possibility of malware analysis open and available to the public.
Privacy-respecting metasearch engine
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Exploitation Framework for Embedded Devices
Minimal reproduction of DeepSeek R1-Zero
Python APIs for web automation, testing, and bypassing bot-detection.
🦊 Anti-detect browser
Node-based Visual Programming Toolbox
Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
Open-source vacuum robot cleaner
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.