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@@ -108,9 +108,9 @@ qdrant_client.upsert(
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```
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## Aleph Alpha
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Aleph Alpha is a multimodal embeddings' provider. Their API allows creating the embeddings for text and images, both in the same
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latent space. They maintain an [official Python client](https://github.com/Aleph-Alpha/aleph-alpha-client) that might be installed
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with pip:
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Aleph Alpha is a multimodal and multilingual embeddings' provider. Their API allows creating the embeddings for text and images, both
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in the same latent space. They maintain an [official Python client](https://github.com/Aleph-Alpha/aleph-alpha-client) that might be
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installed with pip:
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```bash
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pip install aleph-alpha-client
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@@ -137,7 +137,7 @@ model = "luminous-base"
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qdrant_client = qdrant_client.QdrantClient()
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async with AsyncClient(token=aa_token) as client:
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prompt = ImagePrompt.from_file("./path/to/the/image.jpg")
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prompt = Prompt.from_text(prompt)
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prompt = Prompt.from_image(prompt)
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query_params = {
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"prompt": prompt,
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