LlamaIndex Embeddings Integration: Baseten
This integration allows you to use Baseten's hosted models with LlamaIndex.
Installation
Install the required packages:
pip install llama-index-embeddings-baseten
pip install llama-index
Baseten embeddings are offered through dedicated deployments. You need to deploy your preferred embeddings model in your Baseten dashboard and provide the 8 character model id like abcd1234.
Usage
from llama_index.embeddings.baseten import BasetenEmbedding
# Using dedicated endpoint
# You can find the model_id by in the Baseten dashboard here: https://app.baseten.co/overview
embed_model = BasetenEmbedding(
model_id="MODEL_ID",
api_key="YOUR_API_KEY",
)
# Single embedding
embedding = embed_model.get_text_embedding("Hello, world!")
# Batch embeddings
embeddings = embed_model.get_text_embedding_batch(
["Hello, world!", "Goodbye, world!"]
)
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