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@@ -2692,7 +2692,7 @@ embedding2 = model.encode(inputs2)
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  similarity = embedding1 @ embedding2.T
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  print(similarity)
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  ```
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- Inspired by [FlagEmbedding](https://github.com/FlagOpen/FlagEmbedding), we apply the instruction to encode short queries for retrieval tasks.
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  By using `encode_queries()`, you can use instruction to encode queries which is prefixed to each query.
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  The instruction to use for both v1 and v2 models is `"query: "`.
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  similarity = embedding1 @ embedding2.T
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  print(similarity)
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  ```
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+ We apply the instruction to encode short queries for retrieval tasks.
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  By using `encode_queries()`, you can use instruction to encode queries which is prefixed to each query.
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  The instruction to use for both v1 and v2 models is `"query: "`.
2698