[KongchangAI]
Unverified50% confidenceSolutionExact time

Practical recommendations call for a layered, decoupled architecture: the access layer uses MCP or a lightweight API gateway to unify authentication and rate limiting, the normalization layer completes schema alignment before entering the agent context, the cache layer sets TTLs by data change frequency, and the orchestration layer uses LangGraph to route to real-time queries or retrieval pipelines based on query type.

1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen

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Stable URI
https://kongchang.com/claim/1071317
API
curl https://kongchang.com/api/v1/knowledge/claims/1071317
MCP
get_claim(id=1071317)