Scicloj AI Meetup 5 # Agentic-Driven Data-science # Reliable Extraction of Structured Data from LLM Responses

Community Center Meetups and Events
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:star2: EDIT: RESCHEDULED – HERE IS THE NEW LINK: https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/ :star2:

This will be the fifth meeting of the new scicloj-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.
    I’ll 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 Pragyan’s recent blog post, 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 :point_left:

  • Please mark your participation using the Your rsvp button at the top of this page (requires Clojureverse login).
  • Please join the Clojurians Zulip 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 channel of the Clojurians Zulip 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
  • 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.

an LLM pretending to find Clojure joyful
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@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 – please consider this post cancelled. :pray:

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Re-announced: https://clojureverse.org/t/scicloj-ai-meetup-5-agentic-data-science-structured-data-from-llms-mcp-sdk/