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Result Structure

Each search result in Artemis Search contains the following key components:

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tag
string

The content associated with the matching embedding from your dataset.

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proba
float

The probability (between 0 and 1) that the result matches your search query.

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Understanding Probability Scores

The proba value indicates how likely it is that the result matches your search criteria:

High Probability (> 0.8)

Strong match to your search query. These results are highly relevant.

Medium Probability (0.5 - 0.8)

Moderate match. May be relevant but requires closer examination.

Low Probability (< 0.5)

Weak match. Less likely to be relevant to your search query.

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Analyzing Search Results

1

Review Top Results

Start by examining the results with the highest probability scores. These are most likely to be relevant to your search query.

2

Consider Context

Remember that Artemis Search understands context. A result might not contain exact keywords but could still be highly relevant due to semantic understanding.

3

Examine Tags

The tag field contains the actual content associated with the result. Analyze this to understand why it was returned for your query.

4

Adjust Parameters

If you’re not getting the expected results, consider adjusting your search parameters such as the probability threshold or synthetic dataset size.

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Example Interpretation

{
  "results": [
    {
      "tag": "HealthTech Inc: A leading provider of HIPAA-compliant healthcare software solutions.",
      "proba": 0.95
    },
    {
      "tag": "SecureData Systems: Offers data protection services for various industries.",
      "proba": 0.72
    },
    {
      "tag": "MediCare Innovations: Developing new medical devices for hospitals.",
      "proba": 0.45
    }
  ]
}

In this example:

  1. “HealthTech Inc” is highly relevant (0.95 probability) and explicitly mentions HIPAA compliance.
  2. “SecureData Systems” is moderately relevant (0.72 probability). While not specifically mentioning HIPAA, it’s in a related field.
  3. “MediCare Innovations” has a lower relevance (0.45 probability). It’s in the medical field but doesn’t indicate HIPAA compliance.

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Next Steps