AI Reports

Generate AI-powered model reports and explanations.

All methods are accessed via client.gpt.

generate_report()

POST/v1/models/report/generate

Generate a GPT-powered report for a model.

Parameters

model_idstrRequired

ID of the model

version_idstrRequired

ID of the model version

target_descriptionstrdefault: 'text'

Description of the target variable

project_objectivestrdefault: 'text'

Objective of the project/model

max_featuresintdefault: 15

Maximum number of features to include in report

temperaturefloatdefault: 0.7

GPT temperature parameter (0-2, higher = more creative)

Returns

GPTReportResponse — Generated report with insights

Example

1result = client.gpt.generate_report(

2 model_id="model_abc123",

3 version_id="version_xyz789",

4 target_description="Customer churn",

5 project_objective="Predict which customers will churn",

6 max_features=15,

7 temperature=0.7

8)

---

explain_model()

POST/v1/models/explain

Get a natural language explanation of the model.

Parameters

model_idstrRequired

ID of the model

version_idstrRequired

ID of the model version

languagestrdefault: 'en'

Language for the explanation (e.g., "en", "es", "fr")

detail_levelstrdefault: 'medium'

Level of detail ("low", "medium", "high")

Returns

ModelExplanationResponse — Natural language explanation of the model

Example

1result = client.gpt.explain_model(

2 model_id="model_abc123",

3 version_id="version_xyz789",

4 language="en",

5 detail_level="medium"

6)

---

generate_documentation()

Generate comprehensive documentation for a model.

Parameters

model_idstrRequired

ID of the model

version_idstrRequired

ID of the model version

include_technicalbooldefault: True

Include technical details

include_businessbooldefault: True

Include business context

formatstrdefault: 'markdown'

Output format ("markdown", "html", "pdf")

Returns

str — Generated documentation

Example

1result = client.gpt.generate_documentation(

2 model_id="model_abc123",

3 version_id="version_xyz789",

4 include_technical=True,

5 include_business=True,

6 format="markdown"

7)

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