Streaming gate
Citations stream with tokens
Pills appear as soon as a claim resolves to a passage — tap any time, even mid-stream.
Citation-first chat — streaming
Chat your sources,
stream verified answers
Ask anything — replies stream token by token, each claim carries a [n] pill you can open to read the exact passage. Never fabricated.
S
Why did efficiency drop in batch 7?
Batch 7’s 4.2% drop came from thermal cycling during lamination plus 71% humidity soak.
Streaming citationsHybrid RRF · 8 chunksSource-filtered
Answers that stream, still cited
Tokens arrive live, but the citation gate stays enforced. No passage, no token.
Context
Source-filtered
Chat scoped to selected notebooks — only your chosen sources are searched.
Speed
Instant retrieval
Vector + trigram fused via RRF — 8 best chunks in milliseconds.
Stay grounded
Auto-titled & shareable
Conversations auto-title from content, share with expiry — citations travel with the link.
02 — telemetry
Chat that tells you everything
Grounded chat streamingVector search - 6 chunksReciprocal rank fusionAnswer grounded in 3 sourcesTrigram retrieval - 4 chunksCitation [2] opened and verifiedCitation gate passedSource filter appliedConversation auto-titledGrounded chat streamingVector search - 6 chunksReciprocal rank fusionAnswer grounded in 3 sourcesTrigram retrieval - 4 chunksCitation [2] opened and verifiedCitation gate passedSource filter appliedConversation auto-titled
Answer cited [1] - source openedSummary generated with citationsHybrid search: 8 chunks retrievedPPTX deck exportedRefused - no sources uploadedMind map generatedCSV table exportedCitation [7] opened and verifiedNotebook shared with expiryAnswer cited [1] - source openedSummary generated with citationsHybrid search: 8 chunks retrievedPPTX deck exportedRefused - no sources uploadedMind map generatedCSV table exportedCitation [7] opened and verifiedNotebook shared with expiry
Source indexed: thesis.pdfPDF processed - 12 chunksDOCX uploaded - 24 chunksSearch store tied to your accountAudio narration readySession persisted - still signed inRe-upload deduplicatedChunk overlap applied (200 chars)Admin alert: high spendSource indexed: thesis.pdfPDF processed - 12 chunksDOCX uploaded - 24 chunksSearch store tied to your accountAudio narration readySession persisted - still signed inRe-upload deduplicatedChunk overlap applied (200 chars)Admin alert: high spend
“Streaming or not — the answer always shows its source, so you chat without guessing.”
MythrixGrounded Chat
Chat your sources.
Stream the proof.
Upload once — chat forever, always cited.