specs/media_explainer/spec.md

Feature Spec: Local Media Explainer

Goal

To extract highly detailed context, summaries, and structural walkthroughs from uploaded images, videos, and audio memos using offline LLMs.

Requirements

1. Vision Integration: Call local moondream/llava vision APIs when images are uploaded.
2. Audio Processing: Call local SLM llama3.2:1b on audio text transcripts to formulate contextual summaries.
3. Structured Storage: Save outputs in raw text structures in SQLite and render them directly to the user's interface.