Examples

Example notebooks on how to use Arize.

You can find all of our tutorials in our git repo below.

tutorials/python/llm at main · Arize-ai/tutorialsGitHub

End to End Examples

Trace and evaluate an agent	Colab Link
Trace and evaluate a RAG app	Colab Link

LLM Tracing

Use our tracing integrations to automatically collect traces

LLM Models	Frameworks	Other
OpenAI	LlamaIndex	DSPY
Vertex AI (Gemini)	Langchain / LangGraph	Guardrails AI
AWS Bedrock	Haystack	Prompt Flow
Mistral AI	LiteLLM	Prompt Templates
	CrewAI	Function Calling
	Groq	Agents
	Autogen

Evaluations

Run code and LLM evaluations to measure performance

Running Evals with LlamaIndex	Colab Link
Running Evals with Langchain	Colab Link

Experiments

A/B test different iterations of your LLM application

Create a simple prompt change experiment	Colab Link

Guardrails

Ensure your production LLM applications output safe responses

Guardrail with RAG	Colab Link
Guardrails with Embeddings	Colab Link

ML & CV Cookbooks

For traditional machine learning and computer vision examples, click below.

• ML cookbooks

• CV cookbooks