Knowledge Vault — RAG for Agents
Upload documents, organize bases, semantic search with fail-closed embeddings, and ground agents with citations. Pro plan required.
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Knowledge Vault is FuseIQ's document intelligence layer. Agents in Chat Hub and Swarm can retrieve snippets from your uploaded content instead of hallucinating answers.
Embeddings (fail-closed)
Semantic search needs a real 1536-d OpenAI-compatible embedding provider: workspace OpenAI, OpenRouter, or Azure OpenAI BYOK, platform keys, or a custom EMBEDDING_* endpoint. FuseIQ never returns silent fake/pseudo-vectors — if embeddings are unavailable you get a clear notice and keyword search still works.
What You Can Upload
- PDFs, text files, and URLs (product docs, policies, playbooks)
- Organize into Knowledge Bases per team or project
- Semantic search ranks results by meaning, not just keywords
Setup Steps
Plan Access
Knowledge Vault requires Pro or higher. Referral pro_trial users get full Pro limits including vault access for the trial month. If locked, check Billing for an active plan or claim the Discord community perk.