Vector Store

A vector store supports retrieval-augmented generation. Similarity is not truth. Retrieved passages still need citation and checking.

Inputs

• query embedding
• filters
• k

Outputs

• passages
• scores
• source ids

Typical failures

• wrong neighborhood
• missing documents
• embedding drift

Glossary concepts

• RAG
• Embeddings
• Retrieval

Agents that use this tool