Package com.axelor.ai.knowledge

Class KnowledgeRetriever

java.lang.Object

com.axelor.ai.knowledge.KnowledgeRetriever

@Singleton
public class KnowledgeRetriever
extends Object

Queries the vector store at chat time to retrieve relevant chunks for an agent.

For each knowledge base linked to the agent (plus any global knowledge bases), this retriever embeds the user query, performs a filtered similarity search, and returns de-duplicated chunks with metadata.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final record	KnowledgeRetriever.RetrievedChunk	A retrieved text chunk with metadata.

Method Summary

Modifier and Type	Method	Description
List<KnowledgeRetriever.RetrievedChunk>	retrieve(AiAgent agent, String query, Access access)	Retrieve relevant chunks for an agent given a user query: from the knowledge bases the user may use, the chunks access may read.
List<KnowledgeRetriever.RetrievedChunk>	retrieveFromKnowledgeBase(AiKnowledgeBase kb, String query, Access access)	Retrieve relevant chunks from a single knowledge base, those access may read.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

retrieve

public List<KnowledgeRetriever.RetrievedChunk> retrieve(AiAgent agent,
 String query,
 Access access)

Retrieve relevant chunks for an agent given a user query: from the knowledge bases the user may use, the chunks access may read.

retrieveFromKnowledgeBase

public List<KnowledgeRetriever.RetrievedChunk> retrieveFromKnowledgeBase(AiKnowledgeBase kb,
 String query,
 Access access)

Retrieve relevant chunks from a single knowledge base, those access may read.