Phase 2: Replace NotebookLM with Gemini Deep Research API#630
Merged
codercatdev merged 10 commits intomainfrom Mar 5, 2026
Merged
Phase 2: Replace NotebookLM with Gemini Deep Research API#630codercatdev merged 10 commits intomainfrom
codercatdev merged 10 commits intomainfrom
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Moves hardcoded INFOGRAPHIC_INSTRUCTIONS to contentConfig.infographicInstructions array field. Alex can now add/remove/reorder prompts in Sanity Studio.
- Replace @google/generative-ai with @google/genai (new SDK with Interactions API support)\n- Lazy-init GoogleGenAI client in lib/gemini.ts\n- Migrate gemini-intent.ts and gemini-outreach.ts to new SDK\n- Add pipelineConfig fields: enableDeepResearch, deepResearchAgent, deepResearchPromptTemplate, infographicModel\n- Add matching TypeScript types to PipelineConfig interface\n\nUnblocks Sprint 2: Gemini Deep Research client + infographic generation service.
New Gemini Deep Research client using @google/genai Interactions API.\n\nExports: submitResearch, pollResearch, parseResearchReport, conductGeminiResearch.\nAll models/prompts from Sanity config. Two-phase parsing (Gemini Flash + regex fallback).\nBackward-compatible ResearchPayload output.
New infographic generation service using Imagen 4 Fast via @google/genai SDK.\n\nExports: generateInfographic, generateInfographicBatch, generateInfographicsForTopic, buildInfographicPrompt.\nModel + instructions from Sanity config. Deterministic seeds for brand consistency.\nPer-item fault isolation. ~$0.10 per topic (5 images).
Rewrite check-research cron route to use Gemini Deep Research + Imagen 4 Fast.\n\n- Replace NotebookLM polling with pollResearch() from gemini-research.ts\n- Replace NotebookLM infographic generation with generateInfographicsForTopic() from gemini-infographics.ts\n- Infographics now generated synchronously (no more async polling step)\n- enableDeepResearch toggle: skip to enriching when disabled\n- Legacy migration handler for docs stuck in infographics_generating\n- Backward compat: GROQ query matches both researchInteractionId and researchNotebookId\n- buildResearchPayload detects full ResearchPayload shape and passes through directly\n- Net -125 lines
Replace NotebookLM with Gemini Deep Research in ingest cron route.\n\n- Replace NotebookLM imports/calls with submitResearch() from gemini-research.ts\n- Gate behind enableDeepResearch config (was enableNotebookLmResearch)\n- Store researchInteractionId on automatedVideo doc\n- Add researchInteractionId field to automatedVideo Sanity schema\n- Keep old researchNotebookId/researchTaskId fields for backward compat\n- Fire-and-forget pattern preserved (submit, don't poll)
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Deployment failed with the following error: Learn More: https://vercel.com/alex-pattersons-projects?upgradeToPro=build-rate-limit |
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Phase 2: Replace NotebookLM with Gemini Deep Research API
All 6 tasks complete. Full pipeline swap from NotebookLM to Gemini.
What shipped:
@google/generative-ai→@google/genai+ Deep Research config fieldslib/services/gemini-research.ts— Interactions API client (submit/poll/parse)lib/services/gemini-infographics.ts— Imagen 4 Fast infographic generationcheck-research/route.ts— Gemini polling + inline infographic generationingest/route.ts—submitResearch()replaces NotebookLM notebook creationPipeline flow:
submitResearch()→ storesresearchInteractionId→ status:researchingpollResearch()→parseResearchReport()→ status:research_completegenerateInfographicsForTopic()→ Sanity asset upload → status:enrichingscript_readyBuild verification:
tsc --noEmit— zero errorsnext build --webpack— compiled successfully (76s)PRIVATE_ALGOLIA_ADMIN_API_KEY(same on main, works on Vercel)Backward compatibility:
researchInteractionId(new) andresearchNotebookId(legacy)enableDeepResearchtoggle — when disabled, researching docs skip to enrichinginfographics_generatingdocs auto-advance to enriching