Popular GitHub Repositories for Ditributed Tracing

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

Ray tracing and hybrid rasterization of Gaussian particles

一款多语言的API，满足您所有可观测性需求。轻量、快速，可替代LGTM :rocket: 独立的OpenTelemetry、Loki、Prometheus、Tempo、Pyroscope兼容 :star:

Differentiable rendering without approximation.

Govern, Secure, and Optimize your AI Traffic. AI Gateway provides unified interface to all LLMs using OpenAI API format with a focus on performance and reliability. Built in Rust.

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. ???

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

OpenTelemetry Instrumentation for AI Observability

Debug your AI agents

Coarse-grained lineage and tracing for machine learning pipelines.

A development-oriented visualization toolkit

React components for visualizing traces from AI agents

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

Documentation for langsmith

SAINT PyTorch implementation

? Langfuse JS/TS SDKs - Instrument your LLM app and get detailed tracing/observability. Works with any LLM or framework

A Simple Project To Use LangChain, LangGraph & LangSmith for GenAI's Arithmetic Usecases

An open-source, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic and Cloudflare.