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VectifyAI / OpenKB

OpenKB: Open LLM Knowledge Base

Why this job: says: knowledge base; topics: rag, knowledge-base

OpenKB Architecture: from raw documents (markitdown / PageIndex) through LLM wiki compilation to the wiki/ foundation, powering query/chat, the Skill Factory, and future generators

What it does

  • Broad format support. PDF, Word, Markdown, PowerPoint, HTML, Excel, CSV, text, URLs, and more.
  • Scales to long documents. Long and complex documents are handled via PageIndex tree indexing, enabling accurate, vectorless, context-aware retrieval.
  • Native multi-modality. Retrieves and understands figures, tables, and images, not just text.
  • Compiled wiki. The LLM compiles your documents into summaries, concept pages, entity pages, and cross-links, all kept in sync.
  • Query & chat. One-off questions or multi-turn conversations over your wiki, with persisted sessions to resume.

Get started

pip install openkb
Maintenance
Active
Last commit 3 months ago
Stars
4,860
+17 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.4.5
Released 3 months ago
Built with
Python
74% of the code

Is it looked after?

Contributors
0
Last 90 days
Issues
43% closed
50 still open
Pull requests
101 merged
40 waiting
Releases
14
14 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 74%
  • TypeScript 23%
  • HTML 2%
  • JavaScript <1%

Topics

  • agents
  • ai
  • knowledge-base
  • llm
  • rag
  • retrieval

Project record

  • JobRAG and search
  • StatusListed
  • Commits175
  • Forks504
  • Watching13
  • Stars in 28 days+87
  • CreatedApr 4, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

Type to search.

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