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AI Runtime & Agent Substrate

knowledge-rag

Retrieval-augmented generation pipeline — chunk, embed, store, retrieve, rerank — pluggable per vector store.

packages/ai/knowledge-rag · Source ↗ · Docs ↗

Retrieval pipeline
  1. Embed queryvector · dim 1536
    12ms
  2. Search corpus5 / 12,401 chunks
    84ms
  3. Re-ranktop 3 surfaced
    22ms
Retrieved chunks3 of 5

To rotate keys, generate a new key, deploy, then revoke the previous secret.

docs/security/api-keys.md142 tokens
Relevance
x
94%

Programmatic rotation can be scheduled via the /v1/keys/rotate endpoint.

docs/api/keys-endpoint.md96 tokens
Relevance
x
88%

Audit logs capture every key create/revoke event for SOC 2 compliance.

docs/security/audit-log.md128 tokens
Relevance
x
71%

12,401 chunks · 1,536-dim local embeddings · 118ms end-to-end