The MongoDBVectorSearchTool
performs vector search on MongoDB Atlas with optional indexing helpers.
MongoDBVectorSearchTool
connection_string
(str, required)database_name
(str, required)collection_name
(str, required)vector_index_name
(str, default vector_index
)text_key
(str, default text
)embedding_key
(str, default embedding
)dimensions
(int, default 1536
)query
(str, required): Natural language query to embed and search.create_vector_search_index(...)
to provision an Atlas Vector Search index with the correct dimensions and similarity.
vector_index_name
.dimensions
.