llm

Local-first privacy guard: anonymize your documents before sharing with LLMs.

More is Different. A multi-agent world engine where AI agents live, talk, compete, ally.

🔥 This repository contains complete application examples, including websites and other projects, developed using Firecrawl.

AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk.

🤖 Beautifully designed chatbot components based on shadcn/ui

盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送

structured extraction for llms

Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack ♾️

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

AI-First Album: Chat with your gallery using plain language! LLM Vision + RAG + Album/Gallery.

Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more

One gateway in front of every protocol. Same policy across MCP, LLMs, databases and containers. Wire-level enforcement at under 5ms.

MCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle management of MCP servers in Kubernetes environments.

🌟 A curated collection of free, high quality AI tools 🤖, APIs 🔗, datasets 📊, and learning resources 📚 covering machine learning 🧠, deep learning 🧩, generative AI 🎨, NLP 💬, and data science 📈. Designed to help developers 👩‍💻, researchers 🔬, and creators ✨ explore and build with AI faster ⚡.

Building DeepSeek R1 from Scratch

Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.

parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim.

CodeGate: Security, Workspaces and Multiplexing for AI Agentic Frameworks