[KongchangAI]
Unverified50% confidenceSolutionExact time

Tagging each retrieved block with a short source ID (such as [S3fa21c]), requiring the Agent to cite with [ID], and mapping back to URLs after generation reduced format-error answers from about 50 per round to about 5 on the self-hosted mirror, raised the SDK Agent's CSR by 0.10 to 0.13, and eliminated the gap with single-pass RAG.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027

Sources

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Stable URI
https://kongchang.com/claim/1051799
API
curl https://kongchang.com/api/v1/knowledge/claims/1051799
MCP
get_claim(id=1051799)