add openai embedding function to nodejs client (#107)

- openai is an optional dependency for lancedb
- added an example to show how to use it
This commit is contained in:
gsilvestrin
2023-06-01 10:25:00 -07:00
committed by GitHub
parent 99cbda8b07
commit 3e14b357e7
12 changed files with 683 additions and 38 deletions

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// Copyright 2023 Lance Developers.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
/**
* An embedding function that automatically creates vector representation for a given column.
*/
export interface EmbeddingFunction<T> {
/**
* The name of the column that will be used as input for the Embedding Function.
*/
sourceColumn: string
/**
* Creates a vector representation for the given values.
*/
embed: (data: T[]) => Promise<number[][]>
}