codebolt.vector

Vector database operations for adding, querying, and retrieving vectors.

Available Tools

• add_item - Add an item to the vector database
• query - Query the vector database
• get_vector - Retrieve a vector by item

Tool Parameters

add_item

Adds an item to the vector database. The item will be converted to a vector representation for similarity search.

Parameter	Type	Required	Description
item	string	Yes	The text content or data to add to the vector database

query

Queries the vector database to find items similar to the provided query.

Parameter	Type	Required	Description
query	string	Yes	The search query text to find similar items
topK	number	No	Maximum number of similar results to return (default: 1)

get_vector

Retrieves a vector representation for a specific item from the database.

Parameter	Type	Required	Description
item	string	Yes	The identifier or key of the item to retrieve the vector for

Sample Usage

// Add an item to the vector database
const addResult = await codebolt.tools.executeTool(
  "codebolt.vector",
  "add_item",
  { item: "This is a test document for vector database" }
);

// Query the vector database
const queryResult = await codebolt.tools.executeTool(
  "codebolt.vector",
  "query",
  { query: "test document vector", topK: 1 }
);

// Retrieve a vector by item
const getVectorResult = await codebolt.tools.executeTool(
  "codebolt.vector",
  "get_vector",
  { item: "test-vector-001" }
);

info

This functionality provides vector database operations through the MCP interface.