> For the complete documentation index, see [llms.txt](https://docs.fractalworks.io/joule/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.fractalworks.io/joule/product-updates/release-notes.md).

# Release Notes

***

<table data-card-size="large" data-view="cards" data-full-width="true"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><em>July, 2024 (v1.2.0)</em></td><td><mark style="color:orange;">Join real-time stream events for advance state based analytics and customer centric insights</mark></td><td></td><td><a href="/files/U5oobhlffXk7OBI5Wrkr">/files/U5oobhlffXk7OBI5Wrkr</a></td><td><a href="/pages/xSrUSwt58LKxRhPWtFTU">/pages/xSrUSwt58LKxRhPWtFTU</a></td></tr><tr><td><em>January, 2024 (v1.1.0)</em></td><td><mark style="color:orange;">Build streaming analytics pipelines powered by machine learning, metrics and reference data using live data</mark></td><td></td><td><a href="/files/SknTAGGyo6Dg09o6Lr09">/files/SknTAGGyo6Dg09o6Lr09</a></td><td><a href="/pages/VTnZsfkerBTSvceM0Q5C">/pages/VTnZsfkerBTSvceM0Q5C</a></td></tr><tr><td><em>May, 2023 (v1.0.4)</em></td><td><mark style="color:orange;">The focus of this release has been providing a solid foundation for streaming ML predictions.</mark></td><td></td><td><a href="/files/ME6gmUQH7aaRqYR9ZGvX">/files/ME6gmUQH7aaRqYR9ZGvX</a></td><td><a href="/pages/uZRWHiwRVKBX27SqxckU">/pages/uZRWHiwRVKBX27SqxckU</a></td></tr><tr><td><em>March, 2023 (v1.0.3)</em></td><td><mark style="color:orange;">Define in-memory SQL based metrics, execute scripts with multi language scripting support and much more</mark></td><td></td><td><a href="/files/Rr0jqE7cF4C9ulu2dC8P">/files/Rr0jqE7cF4C9ulu2dC8P</a></td><td><a href="/pages/kBbRMY9WvUdv4atv4Qee">/pages/kBbRMY9WvUdv4atv4Qee</a></td></tr></tbody></table>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.fractalworks.io/joule/product-updates/release-notes.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
