Rika
Paste a meeting link, or connect a calendar, and Rika joins Zoom, Google Meet, or Microsoft Teams via Recall.ai. She records audio and video, captures speaker-attributed transcripts, and turns every meeting into a searchable, queryable knowledge base.
After the call, a webhook-driven pipeline chunks the transcript by speaker turn, generates embeddings, and powers a RAG chat with citations, plus live in-call Q&A through @Rika mentions in the meeting chat. When the bot leaves, meeting intelligence (summary, action items, timestamped highlights) generates automatically.
Joins any call
Zoom, Google Meet, and Microsoft Teams via Recall.ai. Paste a link for an instant bot, or auto-record from connected Google/Outlook calendars.
Live in-call answers
Participants message @Rika in the meeting chat and get answers grounded in the transcript while the meeting is still happening.
Cited RAG chat
Category-scoped retrieval with query classification that skips unnecessary lookups. Responses stream with inline citations through the Vercel AI SDK.
Meeting intelligence
Summaries, action items, and timestamped highlights generate automatically when the call ends. Regenerable on demand.
Multi-tenant by design
Clerk authentication, resource-level ownership checks on every route, and Upstash rate limiting keep it safe for multiple users.
Exports
Download any transcript as TXT, SRT, or a formatted PDF from the meeting workspace.
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A Recall.ai bot joins the meeting and streams lifecycle events to a webhook endpoint
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On completion, the transcript is chunked by speaker turn for attribution
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768-dimensional Gemini embeddings are generated per chunk
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Vectors are upserted into Qdrant; metadata persists to Neon Postgres via Drizzle, failure-safe and reprocessable
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At query time: classify intent → retrieve → stream a cited answer