Skip to main content

Documentation Index

Fetch the complete documentation index at: https://arize-ax.mintlify.dev/docs/llms.txt

Use this file to discover all available pages before exploring further.

Time Series Evals with OpenAI o1-preview

Prompt Caching Benchmarking

Multi-Agent Systems: Swarm

Instrumenting LLMs with OTel

Comparing Agent Frameworks

Testing Generation in RAG

​
Time Series Evals with OpenAI o1-preview

We benchmarked o1-preview on our hardest eval task - time series trend evaluations. This post compares that performance against GPT-4o-mini, Claude 3.5 sonnet, and GPT-4o.

o1-preview Time Series EvaluationsArize AI

​
Prompt Caching Benchmarking

We compare the performance and cost savings of prompt caching on Anthropic vs OpenAI.

How to Make Your AI App Feel Magical: Prompt CachingArize AI

​
Multi-Agent Systems: Swarm

We compare and contrast OpenAI’s experimental Swarm repo against other popular multi-agent frameworks: Autogen and CrewAI

Comparing OpenAI Swarm with other Multi Agent FrameworksArize AI

​
Instrumenting LLMs with OTel

Lessons learned from our journey to one million downloads of our OpenTelemetry wrapper, OpenInference.

Zero to a Million: Instrumenting LLMs with OTELArize AI

​
Comparing Agent Frameworks

We built the same agent in LangGraph, LlamaIndex Workflows, CrewAI, Autogen, and pure code. See how each framework compares.

Comparing Agent FrameworksArize AI

​
Testing Generation in RAG

Testing the generation stage of RAG across GPT-4 and Claude 2.1.

Evaluating the Generation Stage in RAGArize AI