Integration

Gpt Trainer
automation.

13 automated actions available through Cerebral OS. Connect Gpt Trainer to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

13 actions · comms · governed execution

Execution trace
live
13
actions
100%
governed
<200ms
latency
13
Automated actions
6
Read operations
7
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Gpt Trainer.

Every action below is available as a verb in Cerebral OS — callable from a Cerebral, a Map, or the Runtime API. All executions are governed, audited, and dry-run safe.

Chat With Bot
gpt_trainer:chat_with_bot
Send a message to a trained chatbot and get a response.
Write Medium risk
Create Chatbot
gpt_trainer:create_chatbot
Create a new chatbot with specified configuration.
Write Medium risk
Create Document
gpt_trainer:create_document
Add a new training document to a chatbot from text content or URL.
Write Medium risk
Delete Chatbot
gpt_trainer:delete_chatbot
Permanently delete a chatbot and all its training data. THIS CANNOT BE UNDONE.
Write High risk
Delete Document
gpt_trainer:delete_document
Permanently delete a training document. THIS CANNOT BE UNDONE.
Write High risk
Get Chatbot
gpt_trainer:get_chatbot
Fetch a single chatbot by ID with configuration and training status.
Read Low risk
Get Conversation
gpt_trainer:get_conversation
Fetch a single conversation with its message history.
Read Low risk
Get Document
gpt_trainer:get_document
Fetch a single training document by ID with content and processing status.
Read Low risk
List Chatbots
gpt_trainer:list_chatbots
List all chatbots with optional filtering and pagination.
Read Low risk
List Conversations
gpt_trainer:list_conversations
List conversations with optional filtering and pagination.
Read Low risk
List Documents
gpt_trainer:list_documents
List training documents with optional filtering and pagination.
Read Low risk
Train Chatbot
gpt_trainer:train_chatbot
Start training a chatbot on its uploaded documents.
Write Medium risk
Update Chatbot
gpt_trainer:update_chatbot
Update an existing chatbot's configuration and settings.
Write Medium risk
How it works

Every Gpt Trainer action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Gpt Trainer — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Gpt Trainer action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Gpt Trainer action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Gpt Trainer integration

13 actions.
Governed by default.

Connect Gpt Trainer to any workflow in minutes. Dry-run every action before it touches production. Full audit trail on everything.

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