# Scicloj AI Meetup 5 # Agentic-Driven Data-science # Reliable Extraction of Structured Data from LLM Responses
**URL:** https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311
**Category:** Meetups and Events
**Tags:** llm, data-science, ai
**Created:** [April 6, 2025, 7:06am UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311 "2025-04-06T07:06:12Z")
**Posts on this page:** 6
**Page:** 1
### Author:  [@daslu](https://clojureverse.org/u/daslu)
#### Post date: [April 6, 2025, 7:06am UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/1 "2025-04-06T07:06:12Z")
π **EDIT: RESCHEDULED β HERE IS THE NEW LINK:** [https://v2.clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/](https://v2.clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/) π
This will be the fifth meeting of the new [scicloj-ai-meetups](https://scicloj.github.io/docs/community/groups/ai-meetups/) group co-organized by @stoica94 and @daslu.
## Agenda
1. @pragyansden - _ **Reliable Extraction of Structured Data from LLM Responses** _
JSON formatting in LLM APIs increases response time and prevents streaming.
Iβll demonstrate how Instaparse helped us extract structured data elements from LLM responses as they arrive. It enabled us to stream UI operations that empowers agentic workflow for our No-Code platform.
We will walk through some practical techniques to parse streaming LLM outputs efficiently while maintaining structured data integrity.
(See also Pragyanβs recent blog post, [Taming LLM Responses with Instaparse](https://bytes.vadelabs.com/taming-llm-responses-with-instaparse/).)
2. @siavash_mohammady - _ **Agentic-Driven Data-science** _
Data-science tasks like data preparation takes time, In this lecture we are reviewing how could we increase productivity of Clojure data-scientist through using of LLM Agent.
3. Discussion
## Joining π
- Please mark your participation using the **`Your rsvp`** button at the top of this page (requires Clojureverse login).
- Please join the [Clojurians Zulip chat](https://scicloj.github.io/docs/community/chat/) beforehand.
- You can also use the **`Add to Calendar`** button to add the event to your calendar.
## Chat
We will use the [#scicloj-ai-meetups](https://clojurians.zulipchat.com/#narrow/channel/481583-scicloj-ai-meetups) channel of the [Clojurians Zulip Chat](https://scicloj.github.io/docs/community/chat/) (requires login). Please join the Zulip chat before attending our meetings.
## Length
The official session will run for 90 minutes.
Informal discussions may continue afterwards for those interested.
## Platform
- Video meeting: [Launch Meeting - Zoom](https://bit.ly/data-recur-zoom)
- Text chat: We will use the `#ai-meetups` Zulip stream (requires Zulip login)
## Recording
Parts of the meeting will be recorded and may be shared publicly.
Some parts will remain unrecorded.
* * *
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### Author:  [@daslu](https://clojureverse.org/u/daslu)
#### Post date: [April 18, 2025, 10:28pm UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/2 "2025-04-18T22:28:08Z")
@mooreisenough @tugh @HawkOfMay @Dirk_Roeckmann
Thanks for joining this meeting.
We decided to slightly change this event: it will begin one hour earlier and will be 2 hours long.
I will create a new Clojureverse post for that β please consider this post cancelled. π
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### Author:  [@daslu](https://clojureverse.org/u/daslu)
#### Post date: [April 18, 2025, 10:29pm UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/3 "2025-04-18T22:29:57Z")
---
### Author:  [@daslu](https://clojureverse.org/u/daslu)
#### Post date: [April 18, 2025, 10:30pm UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/4 "2025-04-18T22:30:10Z")
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### Author:  [@daslu](https://clojureverse.org/u/daslu)
#### Post date: [April 18, 2025, 11:08pm UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/5 "2025-04-18T23:08:58Z")
Re-announced: [https://v2.clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/](https://v2.clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/)
---
### Author:  [@system](https://clojureverse.org/u/system)
#### Post date: [October 18, 2025, 11:09am UTC](https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-driven-data-science-reliable-extraction-of-structured-data-from-llm-responses/11311/6 "2025-10-18T11:09:13Z")
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