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AI Labs Utilize Gemini for Document Extraction, Uncover Undocumented Schema Behaviors

By PulseAugur Editorial · [2 sources] ·

Paxa Labs, an AI research lab based in Bangkok, is developing speech, translation, and document models. Separately, a team is utilizing Google's Gemini for a document extraction pipeline, attaching a native responseSchema rather than relying on prompt instructions. This approach has revealed undocumented behaviors and limitations within Gemini's schema enforcement, leading to the implementation of specific rules to ensure correct output, such as ordering required properties and carefully managing enum values. AI

IMPACT Highlights practical challenges in integrating LLMs with structured data output, suggesting a need for more robust schema handling and documentation.

RANK_REASON The cluster discusses the use of an AI model (Gemini) in a specific application (document extraction pipeline) and the practical challenges encountered, rather than a new model release or research breakthrough.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

AI Labs Utilize Gemini for Document Extraction, Uncover Undocumented Schema Behaviors

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4 / 100
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The cluster discusses the use of an AI model (Gemini) in a specific application (document extraction pipeline) and the practical challenges encountered, rather than a new model release or research …
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product, model release
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High
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COVERAGE [2]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Paxa Labs is an AI research lab in Bangkok. We build speech, translation, and document models for... # ai # tts # api # thai # software # coding # development #

    Paxa Labs is an AI research lab in Bangkok. We build speech, translation, and document models for... # ai # tts # api # thai # software # coding # development # engineering # inclusive # community Introducing Paxa Labs

    LINKS dev.to/…/introducing-paxa-labs-neo
  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    We run a document extraction pipeline on Gemini with a native responseSchema attached, not a "please reply with JSON" instruction in the prompt text. Over two m

    We run a document extraction pipeline on Gemini with a native responseSchema attached, not a "please reply with JSON" instruction in the prompt text. Over two months, three separate production problems traced back to behaviours of that schema that are not in Google's documentatio…

    LINKS dev.to/…/5-undocumented-rules-for-gemini-… json-schema.org/…/schema

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