> ## Documentation Index
> Fetch the complete documentation index at: https://arize-ax.mintlify.site/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# September 2024

> New Releases, Enhancements, + Changes

## What's New

September 19, 2024

#### AI Search V2

We're excited to announce the release of AI Search V2, packed with new features and improvements designed to enhance the user experience. Here's what's new:

1. **Column Search** (Improved) The original AI search skill now offers refined semantic search capabilities within a single column based on user criteria. Try it out: *"Find me confused inputs"*

2. **Table Search** (New) Our newest skill allows users to search across multiple or all columns within a table, making it easier to catch patterns and outliers. Try it out: *"Find inputs that reference pricing that are hallucinated"*

3. **Text to Filter** (New) This skill generates precise query filters based on natural language commands. Simply use "filter by" to trigger it and narrow down data based on your needs. Try it out: *"Filter by input contains SDK"*

4. **LLM Analysis Lite** (New) This lightweight analysis skill helps users find patterns in their data and provides filter suggestions to improve their search results. Try it out: *"What are the top 5 types of questions asked?"*

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#### Documentation Questions in Copilot

Copilot can now answer questions about the Arize product!

Try it out: *"How do I send in traces?"*

*Note: Arize has partnered with [Run LLM](https://runllm.com/) to provide support via Copilot. Users must first authorize the use of Run LLM. Only the user's question is sent to Run LLM, no other data will be included.*

#### Annotations

September 5, 2024

Annotations are custom labels that can be added to traces. Use annotations to: manually label data, categorize spans or traces, curate a dataset for experimentation, log human feedback. Learn more [here](/docs/ax/evaluate/human-review). *Reach out to your account rep to get access.*

## Enhancements

September 19, 2024

#### Experiments Overview Visualization

[Try out experiments here!](/docs/ax/develop/datasets-and-experiments) There's a new way to visualize experiment results on the Experiments Overview page. Users can now see up to the 10 most recent experiments and select which evaluations they'd like to visualize.

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#### Data API

Users can now query for drift over time using GraphQL. [Learn more →](/docs/ax/graphql-reference/apis/metrics-api#drift-over-time)

#### Admin API

Users can now query for organization users, update space membership or delete a user from a space. [Learn more →](/docs/ax/graphql-reference/apis/admin-api#query-for-users-in-an-organization)

#### Models API Update

September 5, 2024

Users can now query Model Versions and set the model baseline using GraphQL. [Learn more →](/docs/ax/graphql-reference/apis/models-api)

#### Metrics API Update

Users can now query for average metrics or metrics over time directly from the model node. [Learn more →](/docs/ax/graphql-reference/apis/metrics-api)

### 📚 New Content

✏️ [Tracing a Groq Application](https://arize.com/blog/tracing-groq/)

🤖 [Composable Interventions for Language Models](https://arize.com/blog/composable-interventions-for-language-models/)

🧠 [Creating and Validating Synthetic Datasets for LLM Evaluation & Experimentation](https://arize.com/blog/creating-and-validating-synthetic-datasets-for-llm-evaluation-experimentation/)

🤖 Intro to [Agent Architectures](https://arize.com/blog-course/llm-agent-how-to-set-up/agent-architecture/)

🖼️ [Evaluating an Image Classifier](https://arize.com/blog/evaluate-image-classifier/)

💂 [Advanced Guardrails](https://arize.com/blog-course/advanced-guardrails-for-llm-applications/)

🛠️ Survey: [The State of AI Engineering](https://arize.com/blog/state-of-ai-engineering-survey/)

✏️ [LLM Tracing Primer](https://arize.com/blog-course/llm-tracing-from-automatically-collecting-traces-to-troubleshooting-your-llm-app/)

🛍️ [Bazaarvoice](https://arize.com/blog/how-bazaarvoice-navigated-the-challenges-of-deploying-an-llm-app/): Navigating the Challenges of Deploying an LLM App

👨‍💼 Report: [The Rise of Gen AI in SEC Filings](https://arize.com/resource/rise-of-gen-ai-in-sec-filings/)