Docka

DocKA is an open-source **Domain Knowledge Acquisition & Retrieval Platform**. It transforms raw, heterogeneous documents — PDFs, Word files, HTML pages, plain text — into a **clean, searchable knowledge base**, using a modular pipeline that is: - **Domain-agnostic** — works on any corpus: technical docs, healthcare literature, legal texts - **Idempotent** — safe to re-run without creating duplicates - **Extensible** — designed to grow from keyword search to semantic search to RAG DocKA is not just a search engine. It is a **knowledge acquisition system** — the infrastructure that makes documents *useful*.

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