Fireworks 嵌入模型¶

本指南将向您展示如何通过 Fireworks 终端节点 使用 Fireworks 嵌入模型。

首先，安装 LlamaIndex 和 Fireworks 依赖项

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%pip install llama-index-embeddings-fireworks

%pip install llama-index-embeddings-fireworks

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!pip install llama-index

!pip install llama-index

我们可以在 Fireworks 上查询嵌入向量

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from llama_index.embeddings.fireworks import FireworksEmbedding

embed_model = FireworksEmbedding(api_key="YOUR API KEY", embed_batch_size=10)

from llama_index.embeddings.fireworks import FireworksEmbedding embed_model = FireworksEmbedding(api_key="YOUR API KEY", embed_batch_size=10)

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# Basic embedding example
embeddings = embed_model.get_text_embedding("How do I sail to the moon?")
print(len(embeddings), embeddings[:10])

# Basic embedding example embeddings = embed_model.get_text_embedding("How do I sail to the moon?") print(len(embeddings), embeddings[:10])

768 [-0.67973792552948, 1.5226128101348877, -3.9547336101531982, 0.3112764358520508, -0.19723102450370789, 1.8839401006698608, -1.1595842838287354, -0.20612922310829163, 0.16740809381008148, -0.9071207046508789]