llama-index embeddings Cloudflare Workers AI integration
Project description
LlamaIndex Embeddings Integration: Cloudflare Workers AI
Cloudflare Workers AI provides text embedding service for Cloudflare users. You can find a full list of available models from its document https://developers.cloudflare.com/workers-ai/models/#text-embeddings
To learn more about Cloudflare Workers AI in general, visit https://developers.cloudflare.com/workers-ai/
Example
pip install llama-index-embeddings-cloudflare-workersai
from llama_index.embeddings.cloudflare_workersai import CloudflareEmbedding
my_account_id = "example_account_id"
my_api_token = "example_token"
my_embed = CloudflareEmbedding(
account_id=my_account_id,
auth_token=my_api_token,
model="@cf/baai/bge-base-en-v1.5",
)
embeddings = my_embed.get_text_embedding("Why sky is blue")
embeddings_batch = my_embed.get_text_embedding_batch(
["Why sky is blue", "Why roses are red"]
)
For more detailed example of installation and usage, please refer to the Jupyter Notebook example.
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