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@@ -70,7 +70,19 @@ print(f"LanceDB table opened with {len(tbl)} image-text pairs")
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  ```
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  > **⚠️ HuggingFace Streaming Note**
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- > - Download the dataset locally (`huggingface-cli download lance-format/laion-1m --repo-type dataset --local-dir ./laion`) for heavy usage, then point Lance at `./laion` to use the IVF_PQ index.
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Inspecting Existing Indices
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  ```
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  > **⚠️ HuggingFace Streaming Note**
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+ >
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+ > **You may hit rate limits on HuggingFace's free tier.** For best performance and to avoid rate limits, pass a token for an account with a
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+ > Pro, Teams or Enterprise subscription (which come with much higher rate limits), or download the dataset locally:
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+ >
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+ > ```bash
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+ > # Download once
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+ > huggingface-cli download lance-format/laion-1m --repo-type dataset --local-dir ./laion`
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+ >
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+ > # Then load locally
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+ > ds = lance.dataset("./laion")
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+ > ```
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+ >
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+ > Streaming is recommended only for quick exploration and testing.
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  ### Inspecting Existing Indices
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