Feat/gemini editing feedback - #37
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- Replace OpenAI/Big Pickle client with google-genai SDK calling gemini-2.5-flash - Add google-genai to requirements.txt - Create backend/.env.example with GEMINI_API_KEY entry - Rename _get_opencode_api_key -> _get_gemini_api_key, read GEMINI_API_KEY - Keep same system prompt, metrics structure, fallback, and rate limiting
One-off script that processes media_analysis rows where visual_embedding IS NULL but frame_sample_paths IS NOT NULL. Dry-run by default; pass --apply to execute.
…edia analysis, enrich recommendations with profile pics and flash cards
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