ProjectTech4DevAI / ProjectTech4DevAI/kaapi-backend
Assessment Pipeline: Add audio/video support
Open
@vprashrex is already working on this.
Since Sep 4, 2026.
- Dominant language
- Python
- Stars
- 18
- Forks
- 10
- Avg merge
- 2d 20h
- Merged PRs (30d)
- 14
Description
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
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.