docimprint

Ground research citations with Merkle proofs

Research paper citation grounding?

Literature agents cite chunk_id; readers verify proofs against merkle_root without re-fetching papers.

The problem

RAG citations point to chunks with no integrity guarantee.

How DocImprint solves it

Build Collections corpus of verified papers; ask with /collections/{id}/ask.

Why verification matters here

Differentiator
Paragraph-level Merkle proofs (~320 bytes for 1k chunks)
Cross-document Q&A with per-source citations
Reproducible capture timestamps in manifest

FAQ

Open access PDFs only?

Any URL or upload the API can fetch.

Related workflows: Contract clause verification for AI agents · Deposition transcript evidence bundles · SEC filing extraction with cryptographic proof

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