vectordb

README

semantic-search-go

Text similarity search for Go

2x faster than sentence-transformers on 500×10000

Installation

go get github.com/acheong08/vectordb

Example usage

Semantic search

Client

Documentation

Index

• func SemanticSearch(query []string, corpus []string, results int, sorted bool) ([][]typings.SearchResult, error)
• type Client
  • func NewClient(filePath string) (*Client, error)
  • func (c *Client) Add(text string) error
  • func (c *Client) Query(queries []string, topK int, sorted bool) ([][]typings.SearchResult, error)
  • func (c *Client) RemoveByIndex(i int) error
  • func (c *Client) RemoveByText(text string) error
  • func (c *Client) Save() error

Functions

func SemanticSearch

func SemanticSearch(query []string, corpus []string, results int, sorted bool) ([][]typings.SearchResult, error)

Types

type Client

type Client struct {
	DB *database.Database
}

func NewClient

func NewClient(filePath string) (*Client, error)

func (*Client) Add

func (c *Client) Add(text string) error

func (*Client) Query

func (c *Client) Query(queries []string, topK int, sorted bool) ([][]typings.SearchResult, error)

func (*Client) RemoveByIndex

func (c *Client) RemoveByIndex(i int) error

func (*Client) RemoveByText

func (c *Client) RemoveByText(text string) error

func (*Client) Save

func (c *Client) Save() error