Connect BigML to Your AI Agent

Select a model and provide matching input fields to request a prediction and review its status.

6 tools API key

Try a BigML Task

Copy a prompt into your agent with the oo Skill installed. Add your page links and source notes before running it.

oo Skill BigML

Inspect Model Inputs

Read model metadata and field definitions before choosing inputs.

/oo BigML: Read BigML model [model ID]. Summarize the returned field definitions and identify the inputs needed for my prediction data.

Request and Retrieve a Prediction

Submit supplied data to an existing model and inspect the completed result.

/oo BigML: 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.

Start Working with BigML

  1. Install OOMOL

    Set up oo CLI and the oo Skill in your agent.

    Install OOMOL →
  2. Connect BigML

    Connect a BigML API key and username.

    Connect BigML →
  3. Give Your Agent a Task

    Use /oo with the pages to read, the changes to make, and where to save the result.

    Connection Guide →

Choose Your Agent

  • Access to the existing model you want to use.
  • Prediction input must match the model’s fields. A created prediction may still be processing; retrieve it again to check completion.

BigML Tools

This connection reads existing BigML models and creates, retrieves, lists, or deletes predictions. Predictions run on the selected BigML model.

Model Inspection

List accessible models and inspect field metadata.

Prediction Requests and Results

Create predictions from supplied data and read their processing state and outputs.

6 tools

List Models

List existing BigML supervised models with credential-safe pagination metadata and compact status details.

bigml.list_models

Get Model

Retrieve compact BigML model metadata and field definitions needed to construct prediction input.

bigml.get_model

Create Prediction

Submit a JSON prediction against an existing BigML model and return the prediction resource for polling.

bigml.create_prediction

Get Prediction

Retrieve the current status and result of one BigML prediction resource for async polling.

bigml.get_prediction

List Predictions

List stored BigML prediction resources with normalized status and credential-safe pagination metadata.

bigml.list_predictions

Delete Prediction

Permanently delete one stored BigML prediction resource.

bigml.delete_prediction

Frequently Asked Questions

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.

Connect BigML

About BigML ↗