MixedbreadAIEmbeddings
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:81
使用 mixedbread ai API 生成嵌入向量的类。
该类利用模型“mixedbread-ai/mxbai-embed-large-v1”为文本文档生成嵌入向量。这些嵌入向量可用于多种自然语言处理任务，例如相似性比较、聚类分析，或作为机器学习模型的特征。
const mxbai = new MixedbreadAIEmbeddings(\{ apiKey: 'your-api-key' \});const texts = ["Baking bread is fun", "I love baking"];const result = await mxbai.getTextEmbeddings(texts);console.log(result);const mxbai = new MixedbreadAIEmbeddings(\{ apiKey: 'your-api-key', model: 'mixedbread-ai/mxbai-embed-large-v1', encodingFormat: MixedbreadAI.EncodingFormat.Binary, dimensions: 512, normalized: true,\});const query = "Represent this sentence for searching relevant passages: Is baking bread fun?";const result = await mxbai.getTextEmbedding(query);console.log(result);BaseEmbedding
MixedbreadAIEmbeddings<
Options>(nodes,options?):Promise
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:81
使用 mixedbread ai API 生成嵌入向量的类。
该类利用模型“mixedbread-ai/mxbai-embed-large-v1”为文本文档生成嵌入向量。这些嵌入向量可用于各种自然语言处理任务，例如相似性比较、聚类分析，或作为机器学习模型中的特征。
Options extends Record<string, unknown>
BaseNode<Metadata>[]
Options
Promise
const mxbai = new MixedbreadAIEmbeddings(\{ apiKey: 'your-api-key' \});const texts = ["Baking bread is fun", "I love baking"];const result = await mxbai.getTextEmbeddings(texts);console.log(result);const mxbai = new MixedbreadAIEmbeddings(\{ apiKey: 'your-api-key', model: 'mixedbread-ai/mxbai-embed-large-v1', encodingFormat: MixedbreadAI.EncodingFormat.Binary, dimensions: 512, normalized: true,\});const query = "Represent this sentence for searching relevant passages: Is baking bread fun?";const result = await mxbai.getTextEmbedding(query);console.log(result);new MixedbreadAIEmbeddings(
params?):MixedbreadAIEmbeddings
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:92
MixedbreadAIEmbeddings 的构造函数。
Partial<MixedbreadAIEmbeddingsParams>
一个可选对象，包含用于配置实例的属性。
MixedbreadAIEmbeddings
如果未提供API密钥或在环境变量中未找到。
如果批次大小超过256。
BaseEmbedding.constructor
requestParams
Section titled “requestParams”请求参数:
EmbeddingsRequestWithoutInput
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:82
requestOptions
Section titled “requestOptions”请求选项:
RequestOptions
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:83
getTextEmbedding()
Section titled “getTextEmbedding()”getTextEmbedding(
text):Promise<number[]>
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:150
为单个文本生成嵌入向量。
string
要生成嵌入的字符串。
Promise<number[]>
一个 Promise，其解析结果为表示嵌入向量的数字数组。
const query = "Represent this sentence for searching relevant passages: Is baking bread fun?";const result = await mxbai.getTextEmbedding(text);console.log(result);BaseEmbedding.getTextEmbedding
getTextEmbeddings()
Section titled “getTextEmbeddings()”getTextEmbeddings(
texts):Promise<number[][]>
定义于：.build/typescript/packages/providers/mixedbread/src/MixedbreadAIEmbeddings.ts:164
为文本数组生成嵌入向量。
string[]
用于生成嵌入的字符串数组。
Promise<number[][]>
一个解析为嵌入向量数组的 Promise 对象。
const texts = ["Baking bread is fun", "I love baking"];const result = await mxbai.getTextEmbeddings(texts);console.log(result);BaseEmbedding.getTextEmbeddings