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Assessment Pipeline: Add audio/video support #1184

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Description

@kartpop

Is your feature request related to a problem?
The AI Assessments pipeline currently lacks support for audio and video modalities. This limits the assessment's effectiveness and prevents a comprehensive analysis of inputs.

Describe the solution you'd like

  • Extend multimodal support to include audio/video in AI Assessments.
  • Experiment with Gemini for video handling and explore methods with OpenAI/Anthropic.
  • Sample an audio/video dataset from partners, run the pipeline, conduct human evaluations, and iterate.
  • Support a language mix of ~50–60% English, ~10–15% Tamil, and a strong presence of South Indian languages like Telugu.
Original issue

Context

Extend multimodal support to include audio/video in AI Assessments.

Investigation

  • Video: Gemini does appear to support video directly. Experiments to be done to figure out reasonable way of handling video in Open AI / Anthropic (sampling frames + full audio transcript ?)

Approach / acceptance criteria

  • Sample audio/video dataset from partners, run pipeline, run human evals, iterate. Building the tech is easy; evaluation is the bottleneck.
  • Language mix to support: ~50–60%+ English, Tamil ~10–15%, strong South Indian language presence, Telugu

Activity

  1. changed the title [-]Add audio/video multimodal support to the AI Assessments pipeline[/-] [+]Assessment Pipeline: Add audio/video support[/+] on Sep 4, 2026
  2. vprashrex commented on Oct 24, 2026

    @vprashrex
    Collaborator

    Audio support can be done when there is an actual requirement, but as of now video integration is successfully done and deployed both in production and staging

  3. moved this from To Do to Closed in Kaapi-devon Oct 24, 2026
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