created image search demo #1373
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[APPROVALNOTIFIER] This PR is NOT APPROVED This pull-request has been approved by: reina-w The full list of commands accepted by this bot can be found here.
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Welcome @reina-w! It looks like this is your first PR to milvus-io/bootcamp 🎉 |
| logger = logging.getLogger(__name__) | ||
| logger.info("Logging is configured and working.") | ||
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| root = "./train" |
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remove this line as unused root
| enable_dynamic_field=True, | ||
| metric_type="COSINE", | ||
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| insert_embeddings(client) |
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db_exists_check should not include the step of inserting embeddings.
| extractor = load_model("resnet34") | ||
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| def insert_embeddings(client): |
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move this function to insert.py & import milvus utils in insert.py.
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insert.py should include steps of preparing data, generating & inserting embeddings.
| - Search for similar images using Milvus for efficient similarity search. | ||
| - Display search results along with similarity scores. | ||
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| ## Demo Structure |
| ``` | ||
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| ### Dataset Preparation | ||
| We need to load the dataset and unextract it for further processing. |
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Add a short introduction for the example data & its link. btw, typo: "unextract"
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