OpenTelemetry Instrumentation for AI Observability
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Updated
Jul 24, 2025 - Python
OpenTelemetry Instrumentation for AI Observability
A CLI tool for threat modeling and visualizing AI agents built using popular frameworks like LangGraph, AutoGen, CrewAI, and more.
Based on the large model development framework of langchain, LangGraph is integrated to create a scalable workflow architecture. RAG。基于langchain的大模型开发框架,集成LangGraph创建一个可扩展的工作流架构,RAG:结合检索向量知识库(Milvus),增强模型的知识检索能力,支持ChatGLM & OpenAI大语言
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.
A LangGraph-based research assistant that helps find, analyze, and summarize scientific papers. Built with Mistral LLM (via Ollama) and Flask, this agent can search papers through CORE API, process PDFs, and provide structured research summaries.
Demo implementation of a reactive multi agent bot that can answer questions based on relational database information to demonstrate different architecture pattern.
Your open source, proactive & personal assistant that gets things done
AI-powered image editor with LangGraph agent technology. Edit photos using natural language commands through an intelligent conversational interface. Features both traditional manual controls and an AI assistant that understands complex editing requests.
Telegram bot based on langraph, providing information about your IT company's services
🔍 Fully local deep web research assistant powered by Ollama LLMs. Conducts iterative research cycles with intelligent query generation, web search, and comprehensive summarization using LangGraph.
Step-by-step LangChain-based LLM implementations and experiments
CLI and Flask‑based web application that transforms plain‑English prompts into production‑ready, multi‑agent AI workflows. It generates native YAML for IBM WatsonX Orchestrate, Python code for CrewAI, CrewAI Flow, LangGraph, or ReAct, and includes a built‑in FastAPI MCP server wrapper for seamless deployment to the MCP Gateway.
MedAgent is an AI-powered multi-agent system designed to automate patient interactions, appointment scheduling, and notifications in healthcare settings. It integrates LangGraph for orchestrating multiple AI agents, LangFuse for monitoring and logging, OpenAI's Whisper for speech-to-text transcription, and GPT-4o for natural language understanding
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