Self-hosted AI powered knowledge base for SMBs: WikiJS + Qdrant Vector search, Chrome extension queries, single Ansible deploy. Unlimited users, no subs - reduce SaaS costs, own your data.
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Updated
May 11, 2026 - Python
Self-hosted AI powered knowledge base for SMBs: WikiJS + Qdrant Vector search, Chrome extension queries, single Ansible deploy. Unlimited users, no subs - reduce SaaS costs, own your data.
Operational Knowledge Repository -- versioned, provenance-tracked canonical knowledge with hybrid retrieval (BM25 + vector + RRF + rerank), grounded RAG with citations, knowledge graph, multi-turn conversations, async ingest, PII guardrail and a billing + corpus snapshot. Part of Firefly OperationOS.
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