Application Tutorials

Example full-stack applications instrumented using OpenInference and observed via Phoenix server instances.

LLM Applications - Tracing, Evaluation, and Analysis

Build, observe, evaluate, and troubleshoot an LLM-powered chatbot using tracing, LLM Evals, and clustering.

OpenAI

Evaluating a Search & Retrieval Application

Improve a LlamaIndex search and retrieval application by identifying documentation gaps and analyzing retrievals.

OpenAI, LlamaIndex

TypeScript Chatbot with User Feedback

Instrument, monitor, and analyze a TypeScript application with built-in user feedback via the chat interface.

OpenAI, Express, Next.JS

Python Chatbot with User Feedback

Manually instrument a Python chatbot with integrated user feedback, generating trace data for in-depth insights.

OpenAI, Streamlit