Inspect Model Inputs
Read BigML model [model ID]. Summarize the returned field definitions and identify the inputs needed for my prediction data.
bigml
BigML AI Employee
Leina connects to BigML to help you run supplied data through an existing prediction model. Ask in your team chat. Leina does the work and brings back the result.
Connect BigML, choose what to share, and hand off your first task.
Leina + BigML Example Result
You
Use our BigML renewal model [model ID] for two accounts. Set months_active to 18 and weekly_sessions to 12 for Cedar; use 3 and 1 for Brook. Compare their predicted outcomes when processing finishes.
Leina
Both predictions have finished. The model returned “renew” for Cedar and “not renew” for Brook.
BigML · Completed predictions
Two account renewal predictions
Results from the selected renewal model.
- Cedar
- Predicted outcome: renew. Input: 18 months active, 12 weekly sessions.
- Brook
- Predicted outcome: not renew. Input: 3 months active, 1 weekly session.
What Is a BigML AI Agent?
AI submits your field values to a selected BigML model, checks the prediction’s processing status, and explains the returned output once it finishes.
You specify the source and the destination. Leina uses the content available to your connection and returns the result for you to review.
BigML
BigML is a machine learning platform for building models and using them to make predictions from structured data.
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Provide model-ready data
Supply the model ID and input values using its field names or identifiers.
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Wait for prediction results
AI creates the predictions and retrieves their outputs after processing completes.
What to Ask Leina to Do with BigML
Copy a prompt, add your details, and send it to Leina in your connected team chat.
Request and Retrieve a Prediction
For BigML model [model ID], create a prediction using input data [JSON object matching model fields]. Retrieve it by the returned prediction ID until its status is complete or an error is reported, then summarize the returned prediction.
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Your next BigML task can start with a message.
Connect. Ask. Get the Result.
Tell Leina what you need in your team chat. Include the source, destination, and expected result.
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Connect Your Account
Connect the tools involved and give Leina access to the content it needs.
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Try a Task
Share the source material, say where the result belongs, and describe what you need.
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Check the Result
Review the result and any changes in the connected app.
Put Leina to Work in BigML
Hand off these everyday tasks to your AI employee.
List Models
List existing BigML supervised models with credential-safe pagination metadata and compact status details.
Get Model
Retrieve compact BigML model metadata and field definitions needed to construct prediction input.
Create Prediction
Submit a JSON prediction against an existing BigML model and return the prediction resource for polling.
Get Prediction
Retrieve the current status and result of one BigML prediction resource for async polling.
List Predictions
List stored BigML prediction resources with normalized status and credential-safe pagination metadata.
Delete Prediction
Permanently delete one stored BigML prediction resource.
More Tools for Your AI Employee
Connect the Apps your work depends on, and give Leina the context to carry the task forward.
Keep the Conversation Moving. Let Leina Pick Up the Work.
Hand off a task while your team is discussing it. Leina uses your connected tools and brings the result back to the conversation.
See How Leina Works in SlackLeinaExample Result Both predictions have finished. The model returned “renew” for Cedar and “not renew” for Brook.
Two account renewal predictions
BigML + Leina: Your Questions, Answered
How do I choose prediction fields?
Inspect the existing model first. Supply a JSON object using its field identifiers or supported field names and values appropriate to those fields.
Why does a new prediction show a processing state?
Creation returns a prediction resource with status information. Read that resource again to retrieve its result after processing completes.
Can I train a new model here?
These operations use existing models and manage predictions. Model training is not included in this connection.
Make Leina Your BigML AI Employee
Start with one task you already need to do. Tell Leina what a finished result should look like.
Connect BigML, choose what to share, and hand off your first task.