Fireworks AI

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

9 actions Integration catalog

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01 · WHAT THE AGENT CAN DO

Actions

Every capability is a discrete, logged action the agent calls by name — scoped to what you authorize and recorded in the run trace.

Create Chat CompletionFIREWORKS_AI_CREATE_CHAT_COMPLETION

Generate one non-streaming OpenAI-compatible chat completion from role-based messages using a caller-supplied Fireworks model or deployment ID.

Create EmbeddingsFIREWORKS_AI_CREATE_EMBEDDINGS

Create embedding vectors for one or more caller-provided inputs using a caller-supplied Fireworks embedding model.

Generate Model ResponseFIREWORKS_AI_GENERATE_MODEL_RESPONSE

Generate one non-streaming Responses API result, optionally continuing a stored response or using function, MCP, or SSE tools; storage is off by default.

Get DeploymentFIREWORKS_AI_GET_DEPLOYMENT

Return configuration and serving status for one Fireworks deployment without scaling or modifying it.

Get ModelFIREWORKS_AI_GET_MODEL

Return metadata and status for one model resource in a Fireworks account; this does not test whether the model can serve inference.

List AccountsFIREWORKS_AI_LIST_ACCOUNTS

Return one page of Fireworks accounts accessible to the API key so an agent can obtain account IDs for model and deployment discovery.

List DeploymentsFIREWORKS_AI_LIST_DEPLOYMENTS

Return one page of deployment resources in a Fireworks account for deployment ID discovery and serving-capacity and status inspection.

List ModelsFIREWORKS_AI_LIST_MODELS

Return one page of model resources in a Fireworks account for model-ID discovery and status inspection; availability for inference is not guaranteed.

Rerank DocumentsFIREWORKS_AI_RERANK_DOCUMENTS

Rank a provided document list by relevance to a query using an optional caller-supplied Fireworks reranker model.

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