Project · Document AI

ReInvent Docs

Document intelligence infrastructure for searchable knowledge workflows.

Problem

Teams have useful knowledge trapped in PDFs, docs, manuals, policies, and internal notes.

Solution

ReInvent Docs provides open-source document intelligence patterns for ingestion, chunking, retrieval, grounded Q&A, evaluation, and deployment.

Pipeline

Ingestion

Connectors for PDFs, manuals, policies, and internal notes.

Chunking

Semantic + structural chunking with metadata propagation.

Retrieval

Hybrid vector + keyword retrieval with reranking.

Grounded Q&A

Citations, source previews, and answer attribution.

Evaluation

Golden-set eval for retrieval recall and answer quality.

Deployment

Self-hostable services with Docker and cloud guides.

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