{"repo":"Scale3-Labs/langtrace-python-sdk","free":true,"listed":false,"github":"https://github.com/Scale3-Labs/langtrace-python-sdk","clone":"git clone https://github.com/Scale3-Labs/langtrace-python-sdk.git","description":"Langtrace SDK for Python Applications","language":"Python","stars":45,"topics":["ai","llm","observability","open-telemetry","python","tracing"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"Langtrace Python SDK Open Source & Open Telemetry(OTEL) Observability for LLM Applications --- 📚 Table of Contents - ✨ Features - 🚀 Quick Start - 🔗 Integrations - 🌐 Getting Started - ⚙️ Configuration - 🔧 Advanced Features - 📐 Examples - 🏠 Self Hosting - 🤝 Contributing - 🔒 Security - ❓ FAQ - 📜 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 - 🛠️ Framework Support : Extensive integration with popular LLM frameworks - 🔌 Vector DB Integration : Support for major vector databases - 🎨 Flexible Configuration : Customizable tracing and monitoring options 🚀 Quick Start 🔗 Supported Integrations Langtrace automatically captures traces from the following vendors: LLM Providers Provider TypeScript SDK Python SDK ---------- :-------------: :----------: OpenAI ✅ ✅ Anthropic ✅ ✅ Azure OpenAI ✅ ✅ Cohere ✅ ✅ Groq ✅ ✅ Perplexity ✅ ✅ Gemini ❌ ✅ Mistral ❌ ✅ AWS Bedrock ✅ ✅ Ollama ❌ ✅ Cerebras ❌ ✅ Frameworks Framework TypeScript SDK Python SDK ---------","default_branch":null,"files":null,"tree":[],"storefront":"/r/Scale3-Labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Scale3-Labs/langtrace-python-sdk/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."}