Welcome to our regular update on new releases, enhancements, and changes.
What’s New
Auto Instrumentation
Automatically collect traces from an expanded set of frameworks and libraries.
Examples
If helpful or illustrative, example notebooks are available from OpenInference on everything from RAG pipelines to building fallbacks with conditional routing with Haystack, Groq, and other libraries.
How To Instrument Your LLM Application
Want to learn more about instrumentation? This new new tutorial covers key frameworks for instrumenting an LLM application — including OpenTelemetry (Otel) and OpenInference — and the tradeoffs between automatic and manual instrumentation. It also shows three ways to set up manual instrumentation: using decorators, the `with` clause, and starting spans directly.
📚 New Content
Recapping the latest video tutorials, paper readings, ebooks, self-guided learning modules, and technical posts:
Prompt Playground- Online LLM Evaluations
- LLM Token Counter
LLM Guardrails: How To Protect Your LLM Application, Including from Itself
Text To SQL: Evaluating SQL Gen with LLM as a Judge
How To Build an Agent: Lessons Learned with Arize Copilot
Get In Touch
Questions? Feel free to join the Arize community.
