Create Environment

- OK: Not an error; returned on success.

HTTP Mapping: 200 OK
 - CANCELLED: The operation was cancelled, typically by the caller.

HTTP Mapping: 499 Client Closed Request
 - UNKNOWN: Unknown error.  For example, this error may be returned when
a `Status` value received from another address space belongs to
an error space that is not known in this address space.  Also
errors raised by APIs that do not return enough error information
may be converted to this error.

HTTP Mapping: 500 Internal Server Error
 - INVALID_ARGUMENT: The client specified an invalid argument.  Note that this differs
from `FAILED_PRECONDITION`.  `INVALID_ARGUMENT` indicates arguments
that are problematic regardless of the state of the system
(e.g., a malformed file name).

HTTP Mapping: 400 Bad Request
 - DEADLINE_EXCEEDED: The deadline expired before the operation could complete. For operations
that change the state of the system, this error may be returned
even if the operation has completed successfully.  For example, a
successful response from a server could have been delayed long
enough for the deadline to expire.

HTTP Mapping: 504 Gateway Timeout
 - NOT_FOUND: Some requested entity (e.g., file or directory) was not found.

Note to server developers: if a request is denied for an entire class
of users, such as gradual feature rollout or undocumented allowlist,
`NOT_FOUND` may be used. If a request is denied for some users within
a class of users, such as user-based access control, `PERMISSION_DENIED`
must be used.

HTTP Mapping: 404 Not Found
 - ALREADY_EXISTS: The entity that a client attempted to create (e.g., file or directory)
already exists.

HTTP Mapping: 409 Conflict
 - PERMISSION_DENIED: The caller does not have permission to execute the specified
operation. `PERMISSION_DENIED` must not be used for rejections
caused by exhausting some resource (use `RESOURCE_EXHAUSTED`
instead for those errors). `PERMISSION_DENIED` must not be
used if the caller can not be identified (use `UNAUTHENTICATED`
instead for those errors). This error code does not imply the
request is valid or the requested entity exists or satisfies
other pre-conditions.

HTTP Mapping: 403 Forbidden
 - UNAUTHENTICATED: The request does not have valid authentication credentials for the
operation.

HTTP Mapping: 401 Unauthorized
 - RESOURCE_EXHAUSTED: Some resource has been exhausted, perhaps a per-user quota, or
perhaps the entire file system is out of space.

HTTP Mapping: 429 Too Many Requests
 - FAILED_PRECONDITION: The operation was rejected because the system is not in a state
required for the operation's execution.  For example, the directory
to be deleted is non-empty, an rmdir operation is applied to
a non-directory, etc.

Service implementors can use the following guidelines to decide
between `FAILED_PRECONDITION`, `ABORTED`, and `UNAVAILABLE`:
 (a) Use `UNAVAILABLE` if the client can retry just the failing call.
 (b) Use `ABORTED` if the client should retry at a higher level. For
     example, when a client-specified test-and-set fails, indicating the
     client should restart a read-modify-write sequence.
 (c) Use `FAILED_PRECONDITION` if the client should not retry until
     the system state has been explicitly fixed. For example, if an "rmdir"
     fails because the directory is non-empty, `FAILED_PRECONDITION`
     should be returned since the client should not retry unless
     the files are deleted from the directory.

HTTP Mapping: 400 Bad Request
 - ABORTED: The operation was aborted, typically due to a concurrency issue such as
a sequencer check failure or transaction abort.

See the guidelines above for deciding between `FAILED_PRECONDITION`,
`ABORTED`, and `UNAVAILABLE`.

HTTP Mapping: 409 Conflict
 - OUT_OF_RANGE: The operation was attempted past the valid range.  E.g., seeking or
reading past end-of-file.

Unlike `INVALID_ARGUMENT`, this error indicates a problem that may
be fixed if the system state changes. For example, a 32-bit file
system will generate `INVALID_ARGUMENT` if asked to read at an
offset that is not in the range [0,2^32-1], but it will generate
`OUT_OF_RANGE` if asked to read from an offset past the current
file size.

There is a fair bit of overlap between `FAILED_PRECONDITION` and
`OUT_OF_RANGE`.  We recommend using `OUT_OF_RANGE` (the more specific
error) when it applies so that callers who are iterating through
a space can easily look for an `OUT_OF_RANGE` error to detect when
they are done.

HTTP Mapping: 400 Bad Request
 - UNIMPLEMENTED: The operation is not implemented or is not supported/enabled in this
service.

HTTP Mapping: 501 Not Implemented
 - INTERNAL: Internal errors.  This means that some invariants expected by the
underlying system have been broken.  This error code is reserved
for serious errors.

HTTP Mapping: 500 Internal Server Error
 - UNAVAILABLE: The service is currently unavailable.  This is most likely a
transient condition, which can be corrected by retrying with
a backoff. Note that it is not always safe to retry
non-idempotent operations.

See the guidelines above for deciding between `FAILED_PRECONDITION`,
`ABORTED`, and `UNAVAILABLE`.

HTTP Mapping: 503 Service Unavailable
 - DATA_LOSS: Unrecoverable data loss or corruption.

HTTP Mapping: 500 Internal Server Error

Mimics [https://github.com/googleapis/googleapis/blob/master/google/rpc/code.proto]

Arbitrary, user-specified metadata.
Keys and values must adhere to Kubernetes constraints: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/#syntax-and-character-set
Additionally, the "fireworks.ai/" prefix is reserved.

The URI of the base container image used for this environment.

Information about the current environment connection.

The email address of the user who created this environment.

Human-readable display name of the environment. e.g. "My Environment"

The URI of the container image used for this environment. This is a
image is an immutable snapshot of the base_image_ref when the environment
was created.

The resource name of the environment. e.g. accounts/my-account/clusters/my-cluster/environments/my-env

Whether the environment is shared with all users in the account.
This allows all users to connect, disconnect, update, delete, clone, and
create batch jobs using the environment.

The URI of the latest container image snapshot for this environment.

The current error status of the environment.

Next ID: 14

The resource id of the node pool the environment is connected to.

For GPU node pools: one GPU per rank w/ host packing,
for CPU node pools: one host per rank.
If not specified, the default is 1.

The ARN of the AWS IAM role that the connection should assume.
If not specified, the connection will fall back to the node
pool's node_role.

If true, the node's local storage will be mounted on /tmp. This flag has
no effect if the node does not have local storage.

Current for the last zone that this environment is connected to. We
want to warn the users about cross zone migration latency when they are
connecting to node pool in a different zone as their persistent volume.

Next ID: 8

- CREATING: The environment is being created.
 - DISCONNECTED: The environment is not connected.
 - CONNECTING: The environment is being connected to a node.
 - CONNECTED: The environment is connected to a node.
 - DISCONNECTING: The environment is being disconnected from a node.
 - RECONNECTING: The environment is reconnecting with new connection parameters.
 - DELETING: The environment is being deleted.

A developer-facing error message in English.

Mimics [https://github.com/googleapis/googleapis/blob/master/google/rpc/status.proto]

BearerAuth

Fireworks AI Docs

Start building with open source AI models

Introduction

Fireworks AI Developer Platform

Get started in minutes with an OpenAI-compatible endpoint

Quickstart

A list of recommended open models for common use cases

Recommended Open Models

Hitchhikers guide to open models

This document outlines basic Fireworks AI concepts.

Concepts

Querying text models

Querying vision-language models

Using function-calling

Using JSON mode

Using grammar mode

Use Predicted Outputs to boost output generation speeds for editing / rewriting use cases

Using Predicted Outputs

Fine-tuning models

Using Document Inlining

Querying embedding models

On-demand deployments

Uploading a custom model

A guide for downloading base models, merging them with LoRA adapters, and deploying the result using Fireworks.

Merging LoRA adapters with base models

Deploying models

Quantization

Fireworks runs a global fleet of hardware on which you can deploy your models.

Regions

Reserved capacity

Direct routing enables enterprise users reduce latency to their deployments.

Direct routing

Rate limits, spend limits and quotas for serverless inference and on-demand deployments

Rate limits, spend limits and quotas

Prompt caching

This page lists common error codes encountered during inference requests using the Fireworks API, their meanings, and potential resolutions.

Inference errors

Data privacy & security

Add and delete additional users in your Fireworks account

Managing users

Set up custom Single Sign-On (SSO) authentication for Fireworks AI

Custom SSO

Creates a model response for the given chat conversation.

Create Chat Completion

Creates a completion for the provided prompt and parameters.

Create Completion

Create embeddings

Generate an image

Streaming Transcription

Transcribe audio

Translate audio

Get Account

List Deployments

Get Deployment

Create Deployment

Update Deployment

Delete Deployment

Undelete Deployment

List Models

Get Model

Create Model

Update Model

Get Model Upload Endpoint

Get Model Download Endpoint

Validate Model Upload

Delete Model

List LoRAs

Get LoRA

Load LoRA

Update LoRA

Unload LoRA

List Supervised Fine-tuning Jobs

Get Supervised Fine-tuning Job

Create Supervised Fine-tuning Job

Delete Supervised Fine-tuning Job

List Datasets

Get Dataset

Create Dataset

Provides a streamlined way to upload a dataset file in a single API request. This path can handle file sizes up to 150Mb. For larger file sizes use [Get Dataset Upload Endpoint](get-dataset-upload-endpoint).


Upload Dataset Files

Get Dataset Upload Endpoint

Validate Dataset Upload

Update Dataset

Delete Dataset

List Users

Get User

Create User

Update User

List API Keys

Create API Key

Delete API Key

List Batch Jobs

Get Batch Job

Create Batch Job

Update Batch Job

Cancels an existing batch job if it is queued, pending, or running.

Cancel Batch Job

Get Batch Job Logs

Delete Batch Job

Batch Delete Batch Jobs

List Clusters

Get Cluster

Create Cluster

Update Cluster

Delete Cluster

Retrieve connection settings for the cluster to be put in kubeconfig

Get Cluster Connection Info

List Environments

Get Environment

Update Environment

Connects the environment to a node pool.
Returns an error if there is an existing pending connection.

Connect Environment

Disconnects the environment from the node pool. Returns an error
if the environment is not connected to a node pool.

Disconnect Environment

Delete Environment

Batch Delete Environments

List Node Pools

Get Node Pool

Create Node Pool

Update Node Pool

Get Node Pool Stats

Delete Node Pool

Batch Delete Node Pools

List Node Pool Bindings

Create Node Pool Binding

Delete Node Pool Binding

List Snapshots

Get Snapshot

Create Snapshot

Delete Snapshot

List Aws Iam Role Bindings

Create Aws Iam Role Binding

Delete Aws Iam Role Binding

Start here

Step-by-step guides for hands-on exploration, ideal for interactive learning of AI techniques.

Build with Fireworks

Creative user-contributed projects that showcase innovative applications of Fireworks in diverse contexts.

Community showcase

Learn about the Fireworks Developer Partners Program, including goals, application process, and benefits for tools and platforms in the LLMOps/Gen-Ops ecosystem.

About Fireworks developer partners

Access information, blog posts, FAQs, and detailed documentation for DeepSeek v3 and R1.

Batch Jobs

Clusters

Environments

Node Pools

Node Pool Bindings

Snapshots

AWS IAM Role Bindings

Create Environment

Authorizations

Path Parameters

Body

Response