Guide

Trace through the execution of your LLM application to understand its internal structure and to troubleshoot issues with retrieval, tool execution, LLM calls, and more.

Tracing Applications

OpenAI Application

LlamaIndex Application

DSPy Application

Haystack Application

Groq Application

CrewAI Application

Tracing Use Cases

LangChain OpenAI Agent

LlamaIndex OpenAI Agent

OpenAI Structured Data Extraction Service

RAG Chatbot Application

LangChain + OpenAI RAG Application

LlamaIndex + OpenAI RAG Application

Tracing with Sessions

OpenAI (Python)

OpenAI (JS/TS)

LlamaIndex