{"repo":"future-agi/traceAI","free":true,"listed":false,"github":"https://github.com/future-agi/traceAI","clone":"git clone https://github.com/future-agi/traceAI.git","description":"Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks","language":"Python","stars":213,"topics":["ai","ai-agents","langchain","large-language-models","openai","opentelemetry","tracing","observability"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"traceAI Open-source observability for AI applications - trace every LLM call, prompt, token, retrieval step, and agent decision. Built on OpenTelemetry, traceAI sends structured traces to any OTel-compatible backend (Datadog, Grafana, Jaeger, Future AGI, and more). No new vendor. No new dashboard. Documentation • Examples • Slack • PyPI • npm • NuGet --- --- What is traceAI? Your agent calls an LLM, retrieves context, invokes a tool, and returns an answer. When that answer is wrong, you need to know exactly where it broke - which retrieval missed, which tool returned stale data, which prompt drifted. traceAI captures every LLM call, prompt, token count, retrieval step, and agent decision as structured OpenTelemetry traces. Your traces live natively in Datadog, Grafana, Future AGI, Jaeger, or any OTel-compatible backend. No new vendor. No new dashboard. - Drop-in instrumentation for 50+ AI frameworks across 4 languages - OpenTelemetry-native - works with any OTel-compatible backend - Semantic conventions for LLM calls, agents, tools, retrieval, and vector databases - Python, TypeScript, Java, and C# with consistent APIs --- Table of Contents - Key Features - Quickstart - Python - TypeScript - Java - C# - Supported Frameworks - Python - TypeScript - Java - C# - Compatibility Matrix - Architecture - Roadmap - Contributing - Contributors - Resources - Connect With Us Key Features Feature Description --------- ------------- Standardized Tracing Maps AI workflows to consistent Open","default_branch":null,"files":null,"tree":[],"storefront":"/r/future-agi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/future-agi/traceAI/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."}