02.16.2024
New Releases, Enhancements, + Changes
What's New
LLM Tracing in Arize
LLM Tracing is now available to all users in the Arize platform! With LLM traces and spans, you can glean visibility into the discrete executions of your LLM-based applications. Instrument LLM tracing as part of a retrieval augmented generation (RAG) or agentic (e.g. LangChain or LlamaIndex) system to improve your able to detect issues and troubleshoot them in an intuitive UI. Learn more →
Enhancements
Model Dashboards Tab Revamp
The model overview dashboards tab has gotten a new look! You can now find all supported templates for any model type in the new "Dashboard Templates" tab. Improvements include:
search by dashboard name in the "All Dashboards" view
easily find the default dashboard template for each model type
new detailed descriptions for each template
Python SDK v7.10.0
LLM spans support to Python SDK batch ingestion
Multi-class models support now includes batch ingestion via Pandas
Support for greater schema size by sending as metadata
Increased prediction ID limit to 512
Learn about Python SDK fixes and improvements here.
The latest ebooks, self-guided course modules, and technical posts on topics like LLM evaluation and beyond:
RAG LLM: a roadmap to getting started
RAG Time: evaluate RAG with LLM evals and benchmarking
LLM Evaluations: everything you need to know
Interview: enterprise data strategy with Samsung Research America's Prashanth Rajendran
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