Back to portfolio

AI & automation

MVP / demoDemo available

KnowBase

A searchable knowledge base with document chat and references to the information sources.

PostgreSQLpgvectorEmbeddingsRAGSSE
Try demo

Documented work

  • PDF, TXT, Markdown and DOCX ingestion, content preparation and embeddings for semantic retrieval.
  • PostgreSQL and pgvector storage, organization-level separation and SSE response streaming.
  • Dashboard, chat, documents, sources, history and preview interface, with citations to retrieved material.

Names and versions: KnowBase AI

FUNCTIONAL BROWSER DEMO

Try it, change the inputs and inspect the result.

This demo uses local text search, without an LLM or embeddings. It demonstrates retrieval and references.

Demo using sample data. Changes belong to this session; results can be exported.