{"repo":"Scale3-Labs/langtrace","free":true,"listed":false,"github":"https://github.com/Scale3-Labs/langtrace","clone":"git clone https://github.com/Scale3-Labs/langtrace.git","description":"Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. 🚀💻📊","language":"TypeScript","stars":1228,"topics":["ai","llm","observability","tracing","open-telemetry","datasets","evaluations","gpt","openai","prompt-engineering"],"license":"AGPL-3.0","category":"ai-agents","readme_excerpt":"Langtrace Open Source Observability for LLM Applications --- 📚 Table of Contents - ✨ Features - 🚀 Quick Start - 🔗 Integrations - 🌐 Getting Started - 🏠 Self Hosting - 📐 Architecture - 🤝 Contributing - 🔒 Security - ❓ FAQ - 👥 Contributors - 📜 License Langtrace is an open source observability software which lets you capture, debug and analyze traces and metrics from all your applications that leverages LLM APIs, Vector Databases and LLM based Frameworks. ✨ Features - 📊 Open Telemetry Support : Built on OTEL standards for comprehensive tracing - 🔄 Real-time Monitoring : Track LLM API calls, vector operations, and framework usage - 🎯 Performance Insights : Analyze latency, costs, and usage patterns - 🔍 Debug Tools : Trace and debug your LLM application workflows - 📈 Analytics : Get detailed metrics and visualizations - 🏠 Self-hosting Option : Deploy on your own infrastructure 🚀 Quick Start Initialize in your code: For detailed setup instructions, see Getting Started. 📊 Open Telemetry Support The traces generated by Langtrace adhere to Open Telemetry Standards(OTEL). We are developing semantic conventions for the traces generated by this project. You can checkout the current definitions in this repository. Note: This is an ongoing development and we encourage you to get involved and welcome your feedback. --- 📦 SDK Repositories - Langtrace Typescript SDK - Langtrace Python SDK - Semantic Span Attributes --- 🚀 Getting Started Langtrace Cloud ☁️ To use the managed ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Scale3-Labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Scale3-Labs/langtrace/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}