llama-index embeddings google genai integration
Project description
Google GenAI Embeddings
This package provides a wrapper around the Google GenAI API, allowing you to use Gemini and Vertex AI embeddings in your projects.
Installation
pip install llama-index-embeddings-google-genai
Usage
from llama_index.embeddings.google_genai import GoogleGenAIEmbedding
embed_model = GoogleGenAIEmbedding(model_name="gemini-embedding-2-preview")
embeddings = embed_model.get_text_embedding("Hello, world!")
print(embeddings)
Vertex AI
embed_model = GoogleGenAIEmbedding(
model_name="gemini-embedding-2-preview",
vertexai_config={
"project": "your-project-id",
"location": "your-location",
},
)
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