ProjectTech4DevAI / ProjectTech4DevAI/kaapi-backend

Assessment Pipeline: Add audio/video support

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Seit 04.9.2026.

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Beschreibung

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

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