Fireworks AI for AI agents

Agents read Fireworks AI at once. Changes and sends are held for a person's approval by default.

About Fireworks AI

Fireworks AI provides APIs for serverless model inference, fine-tuning, deployments, datasets, evaluations, and account management.

What an agent can do in Fireworks AI

Every Fireworks AI action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in Fireworks AI without asking first. 5 actions.

  • Get DeploymentReturn configuration and serving status for one Fireworks deployment without scaling or modifying it.
  • Get ModelReturn metadata and status for one model resource in a Fireworks account; this does not test whether the model can serve inference.
  • List AccountsReturn one page of Fireworks accounts accessible to the API key so an agent can obtain account IDs for model and deployment discovery.
  • List DeploymentsReturn one page of deployment resources in a Fireworks account for deployment ID discovery and serving-capacity and status inspection.
  • List ModelsReturn one page of model resources in a Fireworks account for model-ID discovery and status inspection; availability for inference is not guaranteed.

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 3 actions.

  • Create EmbeddingsCreate embedding vectors for one or more caller-provided inputs using a caller-supplied Fireworks embedding model.
  • Generate Model ResponseGenerate one non-streaming Responses API result, optionally continuing a stored response or using function, MCP, or SSE tools; storage is off by default.
  • Rerank DocumentsRank a provided document list by relevance to a query using an optional caller-supplied Fireworks reranker model.

Changes wait in Needs you

Changes and sends in Fireworks AI are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

Fireworks AI questions

Can an agent change data in Fireworks AI on its own?

Not by default. Changes and sends in Fireworks AI are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in Fireworks AI?

This connector lists 5 read actions. Reads run at once, without waiting for approval.

How does Fireworks AI connect?

It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

Bring Fireworks AI to your agents.