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@ -10,7 +10,7 @@ |
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## Code Example |
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#### Create Milvus Collection |
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- **Create Milvus Collection** |
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Before running the pipeline, please create Milvus collection first. |
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@ -41,7 +41,7 @@ index_params = { |
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collection.create_index(field_name="embedding", index_params=index_params) |
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``` |
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#### Create image embedding pipeline and set the configuration |
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- **Create image embedding pipeline and set the configuration** |
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> More parameters refer to the Configuration. |
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@ -69,7 +69,7 @@ Then you can run `collection.num_entities` to check the number of the data in Mi |
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### **EnhancedQAInsertConfig** |
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#### Configuration for [Text Loader](https://towhee.io/towhee/text-loader) |
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***Configuration for [Text Loader](https://towhee.io/towhee/text-loader)*** |
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***chunk_size: int*** |
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The size of each chunk, defaults to 300. |
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@ -77,7 +77,7 @@ The size of each chunk, defaults to 300. |
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***source_type: str*** |
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The type of the soure, defaults to `'file'`, you can also set to `'url'` for you url of your documentation. |
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#### Configuration for Sentence Embedding |
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***Configuration for Sentence Embedding*** |
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***model: str*** |
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The model name in the sentence embedding pipeline, defaults to `'all-MiniLM-L6-v2'`. |
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@ -97,7 +97,7 @@ Whether to normalize the embedding vectors, defaults to `True`. |
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The number of devices, defaults to `-1`, which means using the CPU. |
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If the setting is not `-1`, the specified GPU device will be used. |
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#### Configuration for [Milvus](https://towhee.io/ann-insert/milvus-client) |
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***Configuration for [Milvus](https://towhee.io/ann-insert/milvus-client)*** |
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***host: str*** |
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Host of Milvus vector database, default is `'127.0.0.1'`. |
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