Bigml

45 tools available

BigML is a comprehensive machine learning platform that simplifies the creation and deployment of predictive models through an intuitive web interface and a REST API.

artificial intelligence ai models

Connect Bigml Visit Bigml ↗

Connect Bigml to Definable to route to the best model per task, mix providers in one workflow, fall back on rate-limits. Personas call Bigml's 45 tools directly from chat or scheduled flows. Add it to your persona's available models and route requests to it where it fits best.

Common workflows with Bigml

Multi-provider routing

Persona decides which model fits
Calls this provider when its strengths apply
Falls back to alternatives on rate-limits

Specialised pipeline

Use this provider for one stage
Pipe to a different model for the next
Combine outputs in the response

Bigml actions 45

Every Bigml action below is a callable tool any Definable persona can invoke.

Create External Connector

Tool to create a new external connector for data sources. Use after configuring external databases or search indices.

Create Project

Tool to create a new project. Use when you need to group related BigML resources into a project.

Delete Project

Tool to delete an existing project. Use when you need to permanently remove a project resource after confirming it is not in use by other resources.

Get Configuration

Retrieves complete details of a BigML configuration by its ID to get stored parameters. Configuration resources in BigML store parameters that can be reused across different resources. Use this action to inspect stored configuration parameters, verify configuration settings, check processing status, or retrieve metadata after creating a configuration.

Get External Connector

Retrieves complete details of a BigML external connector by its ID. External connectors enable BigML to import data from external databases (PostgreSQL, MySQL, SQL Server) or search engines (Elasticsearch). Use this action to inspect connection parameters, verify connector configuration, check processing status, or retrieve metadata after creating an external connector.

Get Project

Tool to retrieve details of a project by ID. Use when you need to inspect project metadata before analysis.

Get Source

Retrieves complete details of a BigML source by its ID. Use this to get information about the raw data and its parsing configuration.

List Anomaly Detectors

Tool to list anomaly detector resources in your account. Use when you need to browse or paginate existing anomaly detectors with support for filtering, ordering, and pagination.

List Anomaly Scores

Tool to list anomaly score resources. Use when you need to browse or paginate existing anomaly scores for the authenticated user.

List Associations

Tool to list association resources. Use when you need to browse or paginate existing associations for the authenticated user.

List Association Sets

Tool to list association set resources in your account. Use when you need to browse or paginate existing association sets with support for filtering, ordering, and pagination.

List Batch Anomaly Scores

Tool to list batch anomaly score resources. Use when you need to browse or paginate existing batch anomaly scores for the authenticated user.

List Batch Centroids

Tool to list all batch centroid resources in your account with support for filtering, ordering, and pagination. Use when you need to browse or retrieve existing batch centroids for the authenticated user.

List Batch Predictions

Tool to list batch prediction resources. Use when you need to browse or paginate existing batch predictions for the authenticated user.

List Batch Projections

Tool to list batch projection resources with support for filtering, ordering, and pagination. Use when you need to browse or retrieve batch projections for the authenticated account.

List Batch Topic Distributions

Tool to list batch topic distribution resources. Use when you need to browse or paginate existing batch topic distributions for the authenticated user.

List Centroids

Tool to list centroid resources. Use when you need to browse or paginate existing centroids for the authenticated user.

List Clusters

Tool to list cluster resources with support for filtering, ordering, and pagination. Use when you need to browse or paginate existing clusters for the authenticated user.

List Composites

Tool to list composite source resources. Use when you need to browse or paginate existing composites for the authenticated user.

List Configurations

Tool to list all configuration resources in your account. Use when you need to browse or paginate existing configurations with support for filtering, ordering, and pagination.

List Correlations

Tool to list correlation resources. Use when you need to browse or paginate existing correlations for the authenticated user.

List Datasets

Tool to list dataset resources. Use when you need to browse or paginate existing datasets for the authenticated user.

List Deepnets

Tool to list deep neural network resources. Use when you need to browse or paginate existing deepnets for the authenticated user.

List Ensembles

Tool to list ensemble resources with filtering, ordering, and pagination support. Use when you need to browse or paginate existing ensembles for the authenticated user.

List Evaluations

Tool to list evaluation resources. Use when you need to browse or paginate existing evaluations for the authenticated user.

List Executions

Tool to list execution resources. Use when you need to browse or paginate existing executions for the authenticated user.

List Forecasts

Tool to list forecast resources. Use when you need to browse or paginate existing forecasts for the authenticated user.

List Fusions

Tool to list fusion resources. Use when you need to browse or paginate existing fusions for the authenticated user.

List Libraries

Tool to list WhizzML library resources. Use when you need to browse or paginate existing libraries for the authenticated user.

List Linear Regressions

Tool to list linear regression resources. Use when you need to browse or paginate existing linear regressions for the authenticated user.

List Logistic Regressions

Tool to list logistic regression resources. Use when you need to browse or paginate existing logistic regressions for the authenticated user.

List Models

Tool to list model resources. Use when you need to browse or paginate existing models for the authenticated user.

List OptiMLs

Tool to list OptiML resources in your account. Use when you need to browse or paginate existing OptiML models with support for filtering, ordering, and pagination.

List PCAs

Tool to list PCA resources. Use when you need to browse or paginate existing PCAs for the authenticated user.

List Predictions

Tool to list prediction resources. Use when you need to browse or paginate existing predictions for the authenticated user.

List Projections

Tool to list projection resources with support for filtering, ordering, and pagination. Use when you need to browse or retrieve projections for the authenticated account.

List Projects

Tool to list all project resources in your account with support for filtering, ordering, and pagination. Use when you need to browse or paginate existing projects.

List Samples

Tool to list sample resources. Use when you need to browse or paginate existing samples for the authenticated user.

List Scripts

Tool to list WhizzML script resources. Use when you need to browse or paginate existing scripts for the authenticated user.

List Sources

Tool to list source resources in your account. Use when you need to browse or paginate existing data sources with support for filtering, ordering, and pagination.

List Statistical Tests

Tool to list statistical test resources. Use when you need to browse or paginate existing statistical tests for the authenticated user.

List Time Series

Tool to list time series resources. Use when you need to browse or paginate existing time series for the authenticated user.

List Topic Distributions

Tool to list topic distribution resources. Use when you need to browse or paginate existing topic distributions for the authenticated user.

List Topic Models

Tool to list topic model resources. Use when you need to browse or paginate existing topic models for the authenticated user.

Update Source

Tool to update a source's name, description, tags, or parsing configuration. Use when you need to modify source metadata or field properties.

Frequently asked questions

What can I automate with Bigml on Definable?

Anything Bigml exposes through its API. Common artificial intelligence workflows on Definable include route to the best model per task, mix providers in one workflow, fall back on rate-limits. Personas can call any of the 45 Bigml tools directly, then chain the result into another integration without you writing code.

How does Bigml authentication work?

Bigml uses API_KEY on Definable. You connect once from the integrations page, scoped to the permissions you choose, and from then on any persona that has the integration enabled can act on your behalf. Tokens are encrypted at rest and rotated automatically.

Is the Bigml integration included in my Definable plan?

Yes — every Definable plan, including Starter, includes access to all 45 Bigml tools. You only need a separate Bigml subscription if Bigml itself charges per seat or per API call.

Is using Bigml through Definable secure?

Every call from a persona to Bigml is logged with the user, persona, prompt, and response. Tokens never leave Definable's secrets vault, scopes are configurable per persona, and you can revoke access at any time from the integration page.

How do I get started with Bigml on Definable?

Sign up for Definable, open the integrations page, find Bigml, and connect via OAuth or API key. You can immediately attach Bigml to any persona and start running workflows. The free Starter plan includes 5,000 credits/month.

What Bigml actions does Definable expose?

Definable exposes all 45 Bigml actions as callable tools — including `Create External Connector`, `Create Project`, `Delete Project`, plus 42 more. Each tool gets a typed parameter schema so personas know exactly how to call it.

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