python

Faster runtime for coding agents. Make coding agents 25% faster and 30% cheaper on average while keeping the quality same or more. Same Task, Same Quality, Faster and Cheaper.

Open-source observability for your LLM application.

An example of how to set your 🦜🔗 LangChain application up to enable deployment on Kinsta App Hosting services.

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen, catching infinite loops, runaway costs, and policy violations in real time.

Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector indexes, using modern embedding datasets.

13 projects using ChatGPT API, Whisper, Embeddings, and DALL-E with Python.

🤖 Local AI agent for your laptop. Voice activation, multi-step tool use, 7-layer memory, human-in-the-loop approvals. Zero cloud. Zero API keys. Zero telemetry.

Zero-modification Human-in-the-Loop adapter for OpenOPC's agentic DAG runtime.

Code Repository for Machine Learning, Data Science and Generative AI with Python, Published by Packt

A sophisticated RAG (Retrieval-Augmented Generation) Telegram bot that transforms articles and documents into interactive knowledge bases. Upload PDFs/URLs and get AI-powered answers with source citations.

A developer-friendly template for building AI assistants that combines the best of LangServe, LangGraph, and assistant-ui into one seamless package.

Build a simple RAG chatbot with LangChain and Streamlit

A targeted resource for mastering LangChain, featuring practice problems, code examples, and interview-focused concepts for building AI applications with Python. Covers chaining LLMs, memory management, and tool integration for technical interview success.

Merges latent diffusion models at a user-defined ratio

ASRT语音识别系统的Python版SDK

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Turn any document into ready-to-use AI image prompts.

Personal project, Generative AI, Streamlit, Python

An API library for sider.ai, providing alternative access to ChatGPT, Gemini, Claude, and other models. 国内访问ChatGPT、Gemini、Claude的替代解决方案，访问sider.ai的API请求库。

LangGraph Mastery Playbook: guided, code-first lessons for building memory-aware LLM agents and workflows with LangGraph, TrustCall, and LangChain.