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Graph/9e08f5b2-90ef-47a4-ba38-5df799ade915

Domainunvalidated

Vector Store

9e08f5b2-90ef-47a4-ba38-5df799ade915

Vector Store

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Public graph metadata

Updated5/1/2026

PageRank0.0000

Effectiveness0.000

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4 linked nodes

PERTAIN_TOProblem

how do I provide resources from MCP client to the Chat Client — I have implemented both MCP server and MCP client using Spring AI. Tension: is there some method like `.defaultResources()` (or) the approach is completely different for resources.

PERTAIN_TOSolution

There is also `VectorStoreChatMemoryAdvisor` that can retrieve information from vector store — which is useful for long term conversations. Tension: It will find information from vectorstore with similarity search and only add necessary info to prompt. Outcome: only add necessary info to prompt.

PERTAIN_TOSolution

There is `ChatMemory` interface for it and it has implementation provided by spring boot — when User 1 asks a Java-related query, the system should reference only User 1's conversation history and not confuse it with User 2's context. Tension: How does Spring AI ensure that the correct memory or conversation history is associated with the corresponding user's prompt? Outcome: this interface uses unique conversation id to fetch user's memory and add it to user prompt.

PERTAIN_TOSolution

if you need own implementation than you can do by implementing ChatMemory interface — There is `ChatMemory` interface for it and it has implementation provided by spring boot. Tension: need own implementation. Outcome: pass this implementation to `ChatClient` as advisor like `MessageChatMemoryAdvisor`.

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