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get training data

Query use case​

For this inference system provide me a list of all training data sets.

Schemas used​

Pseudo code​

FUNCTION data_in_inferencing_system(Data_VC_IDs, Inferencing_System_VC_ID)

    // Step 1: Retrieve configuration VC from the inferencing AI system
    SET Config_VC_ID = get configuration VC of Inferencing_System_VC_ID
                       where system type is "Inferencing"

    // Step 2: Retrieve the weights VC from the trained system configs
    SET Weights_VC_ID = get weights VC linked to Config_VC_ID

    // Step 3: Verify the type of the VC is "Weights"
    IF get type of Weights_VC_ID IS NOT "Weights" THEN
        RETURN empty list

    // Step 4: Retrieve data verification credentials from the weights VC
    SET Data_VC_IDs = data_in_weight(Weights_VC_ID)

    RETURN Data_VC_IDs

END FUNCTION

Explanation​

  1. Retrieve Configuration VC from Inferencing System:

    • The function starts by accessing the inferencing AI system’s structure using its verification credential (Inferencing_System_VC_ID).
    • It extracts the associated configuration VC (Config_VC_ID), confirming that the AI system is of type "Inferencing".

  2. Get Weights VC from Training Configuration:

    • It then fetches the trained system configuration tied to the configuration VC.
    • From that, it retrieves the VC for the weights component (Weights_VC_ID).

  3. Validate VC Type:

    • The function checks that the retrieved weights VC is explicitly marked as type "Weights" to ensure correct linkage.

  4. Retrieve Underlying Data VCs:

    • Finally, it delegates to data_in_weight/2 to obtain all the dataset verification credentials (Data_VC_IDs) that were used to produce those weights.

Query​

  • db:data_in_inferencing_system(DataVcIds, AiSystemId) link to query
  • link to simulator

Notes​