@arizeai/phoenix-mcp

# Cookbooks 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. <table data-view="cards"><thead><tr><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>Tracing Applications</strong></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/hosted_phoenix/hosted_phoenix_openai_tutorial.ipynb">OpenAI Application</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/hosted_phoenix/hosted_phoenix_llamaindex_tutorial.ipynb">LlamaIndex Application</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/dspy_tracing_tutorial.ipynb">DSPy Application</a></td><td><a href="https://github.com/Arize-ai/phoenix/blob/main/tutorials/tracing/haystack_tracing_tutorial.ipynb">Haystack Application</a></td><td><a href="https://github.com/Arize-ai/phoenix/blob/main/tutorials/tracing/groq_tracing_tutorial.ipynb">Groq Application</a></td><td><a href="https://github.com/Arize-ai/phoenix/blob/main/tutorials/tracing/crewai_tracing_tutorial.ipynb">CrewAI Application</a></td><td></td><td><a href=".gitbook/assets/llm1.avif">llm1.avif</a></td></tr><tr><td><strong>Tracing Use Cases</strong></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/langchain_agent_tracing_tutorial.ipynb">LangChain OpenAI Agent</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/llama_index_openai_agent_tracing_tutorial.ipynb">LlamaIndex OpenAI Agent</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/openai_tracing_tutorial.ipynb">OpenAI Structured Data Extraction Service</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/llm_application_tracing_evaluating_and_analysis.ipynb">RAG Chatbot Application</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/langchain_tracing_tutorial.ipynb">LangChain + OpenAI RAG Application</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/llama_index_tracing_tutorial.ipynb">LlamaIndex + OpenAI RAG Application</a></td><td></td><td><a href=".gitbook/assets/llm2.avif">llm2.avif</a></td></tr><tr><td><strong>Tracing with Sessions</strong></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/openai_sessions_tutorial.ipynb">OpenAI (Python)</a></td><td><a href="https://github.com/Arize-ai/phoenix/blob/main/js/examples/notebooks/tracing_openai_sessions_tutorial.ipynb">OpenAI (JS/TS)</a></td><td><a href="https://colab.research.google.com/github/Arize-ai/phoenix/blob/main/tutorials/tracing/project_sessions_llama_index_query_engine.ipynb">LlamaIndex</a></td><td></td><td></td><td></td><td></td><td><a href=".gitbook/assets/llm3.avif">llm3.avif</a></td></tr></tbody></table>