Examples
Example notebooks on how to use Arize.
End to End Examples
Trace and evaluate an agent | |
Trace and evaluate a RAG app |
Trace your LLM application
Use our tracing integrations to automatically collect traces
| LLM Models | Frameworks | Other |
|---|---|---|
Add manual instrumentation to your LLM app
Add your own metadata to your traces in Arize
LlamaIndex Tracing | |
Langchain Tracing | |
Trace prompt templates | |
Trace function calls | |
Trace an agent |
Evalutions
Run code and LLM evaluations to measure performance
Running Evals with LlamaIndex | |
Running Evals with Langchain |
Experiments
A/B test different iterations of your LLM application
Create a simple experiment to generate a haiku | |
Create an advanced experiment to generate product ideas |
Other
Guardrail with RAG | |
Guardrails with Embeddings | |
Prompt Template Iteration | |
Search and Retrieval with Llamaindex | |
Text Summarization |
ML & CV Cookbooks
For traditional machine learning and computer vision examples, click below.
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