artificial_intelligence
Fireworks AI
Connect Fireworks AI to Elaichi and hand every teammate a governed MCP endpoint — 206 tools ready to call from Claude, Cursor, or any MCP client, clamped by roles, restrictions, and an audit log.
AI tools
Fireworks AI tools for your AI agents
206 tools are ready to mint as an MCP endpoint the moment you connect Fireworks AI — governed by the same roles, restrictions, and audit log as everything else in Elaichi.
list_all_fireworks_accounts
List Fireworks accounts ordered by name. Returns: name, displayName, createTime, accountType, email, state, status, suspendState, updateTime, notificationSettings, id, attributes. Supports an AIP-160 filter expression and a readMask to select returned fields.
get_single_fireworks_account_by_id
Get a single Fireworks account by id. Returns: name, email, state, status, id. Use readMask to select which fields are returned. Required: id.
fireworks_accounts_test_eval
Run a one-off test evaluation in Fireworks without creating an evaluation entry first. Returns the preview evaluation response including totalSamples and totalRuntimeMs summary statistics. Required: id, and a JSON request body defined by the upstream GatewayTestEvaluationBody schema.
create_a_fireworks_auth_refresh
Refresh a session JWT in Fireworks before expiry with a fresh TTL. Returns a refreshed session token response. Required: a JSON request body containing the existing session token to refresh.
fireworks_credit_codes_redeem
Redeem a credit code for a Fireworks account. Returns a confirmation response for the redemption. Consult the upstream Fireworks API reference for the request and response field contracts, as the field-level schema is not enumerated in the discovered source.
create_a_fireworks_validate_model_config
Validate a model configuration in Fireworks. Returns an empty object on success. The request body carries the model config to validate; consult the Fireworks API reference for the specific fields of the validateModelConfig request payload.
list_all_fireworks_account_account_usage_filter_options
List distinct usage filter options for a Fireworks account within a time range, covering serverless and dedicated deployment dimensions. Returns a filter_options map of dimension names to their distinct values. Required: account_id, startTime, endTime.
list_all_fireworks_account_audit_logs
List user audit logs for a Fireworks account. Returns: auditLogs (array of audit log records), nextPageToken. Required: account_id.
list_all_fireworks_account_batch_inference_jobs
List batch inference jobs for a Fireworks account. Returns a list of batch inference job objects, each including its name. Required: account_id. Supports AIP-160 filter grammar and custom ordering; defaults to ordering by created_time ascending.
create_a_fireworks_account_batch_inference_job
Create a batch inference job in a Fireworks account. Returns the created batch inference job object including its name. Required: account_id. Optionally supply batchInferenceJobId as a query parameter to set the job ID; otherwise one is generated.
delete_a_fireworks_account_batch_inference_job_by_id
Delete a batch inference job in Fireworks. Returns an empty object on success. Required: id, account_id.
get_single_fireworks_account_batch_inference_job_by_id
Get a single batch inference job in Fireworks by id. Returns the batch inference job object including its name. Required: account_id, id. Use readMask to select specific fields.
list_all_fireworks_billing_summaries
Get billing summary information for a Fireworks account over a given period. Returns the billing summary object with cost/usage fields aggregated daily for the requested range. Required: account_id, startTime, endTime. Note: only the date portion (YYYY-MM-DD) of each timestamp is used; endTime is exclusive (costs for the end date are not included).
list_all_fireworks_account_billing_usages
List billing usage for a Fireworks account aggregated into daily buckets. Returns usage items, each carrying a group map of dimension values and cost data for the requested window. Required: account_id, startTime, endTime. The time window cannot exceed 31 days.
fireworks_account_checkpoints_promote
Promote a checkpoint to a model in Fireworks. The trainer job ID in the request body resolves the GCS bucket. Returns a success response. Required: account_id, checkpoint_id, trainerJobId.
list_all_fireworks_account_clusters
List Fireworks clusters for an account. Returns each cluster's name, displayName, state, createTime, updateTime, eksCluster, fakeCluster, and status. Supports AIP-160 filter grammar and custom orderBy.
create_a_fireworks_account_cluster
Create a new cluster in a Fireworks account. Returns the created cluster object including its name, displayName, state, createTime, and updateTime. Required: account_id.
update_a_fireworks_account_cluster_by_id
Update a Fireworks cluster. Returns the updated cluster object including its name, displayName, state, createTime, and updateTime. Required: account_id, cluster_id. The cluster.name field must be populated with the updated resource's name.
delete_a_fireworks_account_cluster_by_id
Delete a Fireworks cluster by id. Returns an empty 204 response on success. Required: id (proxy cluster id).
get_single_fireworks_account_cluster_by_id
Get a single Fireworks cluster by id. Returns: name, displayName, createTime, eksCluster, fakeCluster, state, status, updateTime. Required: id.
fireworks_account_clusters_get_connection_info
Retrieve connection settings for a Fireworks cluster to be put in kubeconfig. Returns: endpoint, caData. Required: cluster_id.
list_all_fireworks_account_credit_redemptions
List credit redemptions for a Fireworks account. Returns a paginated collection of credit redemption records (shape is content-type-specific — consult the upstream docs for the per-record field breakdown). Required: account_id.
list_all_fireworks_account_datasets
List datasets in a Fireworks account, with optional filtering, ordering, and field masking. Returns: name, displayName, createTime, state, status, exampleCount, userUploaded, evaluationResult, transformed, splitted, evalProtocol, externalUrl, format, createdBy, updateTime, sourceJobName, estimatedTokenCount, averageTurnCount. Required: account_id. Max 200 per page (default 50).
create_a_fireworks_account_dataset
Create a new dataset in a Fireworks account. Returns the created dataset object including its name, displayName, createTime, externalUrl, format, createdBy, and updateTime. Required: account_id.
update_a_fireworks_account_dataset_by_id
Update a dataset's mutable properties in a Fireworks account. Returns the updated dataset object including its name, displayName, updateTime, externalUrl, format, createdBy, and sourceJobName. Required: account_id, id.
delete_a_fireworks_account_dataset_by_id
Delete a dataset from a Fireworks account. Returns an empty 204 response on success. Required: account_id, id.
get_single_fireworks_account_dataset_by_id
Get a Fireworks dataset by id. Returns the dataset object including name, displayName, createTime, updateTime, state, status, exampleCount, externalUrl, format, createdBy, estimatedTokenCount, and averageTurnCount. Required: id.
fireworks_account_datasets_get_download_endpoint
Get a signed download URL for a Fireworks dataset. Returns a url field pointing to the downloadable dataset archive. Required: dataset_id. Optional: download_lineage to download the entire lineage chain (filenames prefixed with dataset IDs).
fireworks_account_datasets_get_upload_endpoint
Get a signed upload URL for uploading files to a Fireworks dataset. Use the returned url to PUT the dataset file (for files larger than 150MB; smaller files can use the single-request upload endpoint). Returns a url field. Required: dataset_id.
fireworks_account_datasets_split_dataset
Split a Fireworks dataset into subsets (e.g. train/validation/test). Returns a dataset split result object. Required: account_id, dataset_id.
fireworks_account_datasets_validate_upload
Validate a Fireworks dataset upload. Returns an empty object on success. Required: account_id, dataset_id.
fireworks_account_datasets_upload
Upload a dataset file to a Fireworks dataset in a single multipart request. Handles files up to 150MB — for larger files use the Get Dataset Upload Endpoint to obtain a presigned URL. Returns a FileUploadResponse object with content-type-specific fields (the schema is referenced but not enumerated in the public docs). Required: account_id, dataset_id, file.
list_all_fireworks_account_deployed_models
List LoRA models deployed to a Fireworks account. Returns: name, displayName, description, createTime, model, deployment, state, serverless, status, public, updateTime. Supports filter (AIP-160 grammar), orderBy, and readMask.
create_a_fireworks_account_deployed_model
Load (deploy) a LoRA model to a Fireworks account. Returns the created deployed model including name, displayName, model, deployment, state, status, serverless, public, and default. Required: account_id. Optional query: replaceMergedAddon for hot reload deployments.
update_a_fireworks_account_deployed_model_by_id
Update a LoRA deployed model in a Fireworks account. Returns the updated deployed model including name, displayName, model, deployment, state, status, serverless, public, and default. Required: id. The request body's `name` must be populated with the updated resource's name.
delete_a_fireworks_account_deployed_model_by_id
Unload (delete) a LoRA deployed model from a Fireworks account. Returns an empty response on success. Required: id.
get_single_fireworks_account_deployed_model_by_id
Get a deployed LoRA model by id. Returns: name, displayName, description, createTime, model, deployment, state, serverless, status, public, updateTime. Required: account_id, id.
list_all_fireworks_account_deployment_shapes
List deployment shapes for a Fireworks account, optionally filtered by target model compatibility and ordered by create_time. Returns an array of deployment shape records including name, displayName, description, baseModel, acceleratorCount, acceleratorType, precision, createTime, and updateTime. Max 200 per page.
create_a_fireworks_account_deployment_shape
Create a deployment shape in a Fireworks account. Returns the created deployment shape including name, displayName, description, baseModel, acceleratorCount, acceleratorType, precision, createTime, and updateTime. Required: a JSON request body with the shape properties (e.g. baseModel).
update_a_fireworks_account_deployment_shape_by_id
Update a deployment shape in Fireworks. Returns the updated deployment shape including name, displayName, description, baseModel, acceleratorType, acceleratorCount, precision, and createTime. Required: id, baseModel.
delete_a_fireworks_account_deployment_shape_by_id
Delete a deployment shape in Fireworks by id. Returns an empty 204 response on success. Required: id, account_id.
get_single_fireworks_account_deployment_shape_by_id
Get a deployment shape in Fireworks by id. Returns the deployment shape object including its displayName, baseModel, acceleratorType, acceleratorCount, createTime, and updateTime. Required: account_id, id.
list_all_fireworks_versions
List deployment shape versions for a deployment shape in Fireworks. Returns: name, createTime, snapshot, validated, public, latestValidated. Required: account_id, deployment_shape_id.
get_single_fireworks_version_by_id
Get a single deployment shape version in Fireworks. Returns the version object with content-type-specific fields. Required: account_id, deployment_shape_id, id.
update_a_fireworks_version_by_id
Update a deployment shape version in Fireworks. Returns: name, createTime, snapshot, validated, public, latestValidated. Required: account_id, deployment_shape_id, id.
list_all_fireworks_account_deployments
List deployments in a Fireworks account. Returns: name, displayName, description, createTime, expireTime, purgeTime, deleteTime, state, status, annotations, minReplicaCount, maxReplicaCount, maxWithRevocableReplicaCount, desiredReplicaCount, replicaCount, autoscalingPolicy, baseModel, acceleratorCount, acceleratorType, precision, cluster, enableAddons, draftTokenCount, draftModel,…
create_a_fireworks_account_deployment
Create a deployment in a Fireworks account. Returns the created deployment object including name, baseModel, state, createTime, minReplicaCount, maxReplicaCount, status. Required: account_id.
update_a_fireworks_account_deployment_by_id
Update a Fireworks deployment. Returns the updated deployment object including name, baseModel, state, updateTime, minReplicaCount, maxReplicaCount, status, displayName, region. Required: account_id, id. Body must include baseModel.
delete_a_fireworks_account_deployment_by_id
Delete a Fireworks deployment by id. Supports hard deletion and ignoring in-use checks via query flags. Required: id. Returns an empty 204 response on success.
get_single_fireworks_account_deployment_by_id
Get a single Fireworks deployment by id. Returns the deployment object including its id and attributes (deployment-specific fields defined upstream in the gatewayDeployment schema). Required: account_id, id.
fireworks_account_deployments_get_metrics
Get metrics for a Fireworks deployment (deprecated). Returns a metrics response object including its id and attributes (metrics-specific fields defined upstream in the gatewayGetDeploymentMetricsResponse schema, controlled by readMask). Required: account_id, deployment_id.
fireworks_account_deployments_scale
Scale a Fireworks deployment to a specific number of replicas or to zero. Returns an empty response on success. Required: account_id, deployment_id.
fireworks_account_deployments_undelete
Undelete a previously deleted Fireworks deployment, restoring it to an active state. Returns the restored deployment object including its name, displayName, baseModel, state, status, minReplicaCount, maxReplicaCount, and placement. Required: account_id, deployment_id.
list_all_fireworks_deployment_ledgers
Get the ledger for a Fireworks deployment (used for hot-load operations). Returns: ledger. Required: account_id, deployment_id.
fireworks_deployment_ledgers_bulk_delete
Reset the ledger for hot load on a Fireworks deployment. Returns an empty object on success. Required: account_id, deployment_id.
list_all_fireworks_deployment_shards
List deployment shards for a Fireworks deployment. Returns: next_page_token, shards (array of shard records including create_time and additional fields selectable via readMask). Required: account_id, deployment_id.
list_all_fireworks_deployment_termination_messages
Get the termination message for a Fireworks deployment. Returns a response whose field-level shape is defined by the upstream gatewayGetTerminationMessageResponse schema and is not enumerated in the crawled Fireworks API reference; consult the upstream docs for the property breakdown. Required: account_id, deployment_id.
list_all_fireworks_account_developer_passes
List developer passes for a Fireworks account. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Supports filter (e.g. "state=ACTIVE") and orderBy expressions.
create_a_fireworks_account_developer_pass
Create a developer pass for a Fireworks account. Returns: name, state.
update_a_fireworks_account_developer_pass_by_id
Update a developer pass. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Required: id.
get_single_fireworks_account_developer_pass_by_id
Get a single developer pass by id. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Required: id.
list_all_fireworks_account_dpo_jobs
List DPO jobs for a Fireworks account. Returns an array of DPO job objects including name, dpoJobId, and content-type-specific attributes. Supports AIP-160 filter syntax, custom ordering, and read masks. Required: account_id.
create_a_fireworks_account_dpo_job
Create a new DPO job under a Fireworks account. Returns the created DPO job object including name, dpoJobId, and content-type-specific attributes. Optional dpoJobId query parameter assigns a specific ID; otherwise one is generated. Required: account_id.
delete_a_fireworks_account_dpo_job_by_id
Delete a DPO job in Fireworks. Returns an empty JSON object on success. Required: account_id, id.
get_single_fireworks_account_dpo_job_by_id
Get a DPO job by id in a Fireworks account. Returns the DPO job object including its id and content-type-specific attributes defined by the upstream gatewayDpoJob schema. Required: account_id, id.
fireworks_account_dpo_jobs_cancel
Cancel a Fireworks DPO job. Returns an empty object on success. Required: dpo_job_id.
fireworks_account_dpo_jobs_get_metrics_file_endpoint
Get the metrics file endpoint for a Fireworks DPO job. Returns an empty object on success. Required: dpo_job_id.
fireworks_account_dpo_jobs_resume
Resume a paused DPO (Direct Preference Optimization) job in Fireworks. Returns the DPO job object including its resource name, dataset, state, and training configuration. Required: account_id, dpo_job_id.
list_all_fireworks_account_evaluation_jobs
List evaluation jobs for a Fireworks account. Returns a paginated collection of evaluation job objects, each exposing content-type-specific fields (consult the upstream API reference for the full field-level breakdown). Required: account_id.
create_a_fireworks_account_evaluation_job
Create a new evaluation job in Fireworks. Returns the created evaluation job object with content-type-specific fields (consult the upstream API reference for the full field-level breakdown). Required: account_id.
delete_a_fireworks_account_evaluation_job_by_id
Delete an evaluation job in Fireworks. Required: account_id, id. Returns an empty 200 response on success.
get_single_fireworks_account_evaluation_job_by_id
Get a Fireworks evaluation job by id. Returns the evaluation job object including its name, state, evaluator, inputDataset, outputDataset, createTime, and updateTime. Required: id.
fireworks_account_evaluation_jobs_get_execution_log_endpoint
Get the execution log stream endpoint and tracing IDs for a Fireworks evaluation job. Returns a response object with its id and additional fields (log stream URL, tracing identifiers) defined in the upstream Fireworks schema. Required: evaluation_job_id.
list_all_fireworks_account_evaluations
List evaluations for a Fireworks account. Returns evaluation objects with id and evaluation-specific fields. Supports server-side filtering, ordering, and a readMask to select returned fields. Required: account_id.
create_a_fireworks_account_evaluation
Create an evaluation in a Fireworks account. Returns the created evaluation object including its id and evaluation-specific fields. Required: account_id.
delete_a_fireworks_account_evaluation_by_id
Delete an evaluation in Fireworks AI. Returns an empty response on success. Required: account_id, id.
fireworks_account_evaluations_validate_assertions
Validate evaluation assertions in Fireworks. Returns a validation response object whose fields are defined by the upstream GatewayValidateAssertionsResponse schema. Required: a JSON request body conforming to the GatewayValidateAssertionsBody schema.
get_single_fireworks_account_evaluation_by_id
Get a single evaluation by id in Fireworks. Returns the evaluation object whose fields are defined by the upstream gatewayEvaluation schema. Required: id. Optional: readMask to select specific fields (defaults to all fields when empty or "*").
fireworks_account_evaluations_preview
Preview an evaluation with sample data in Fireworks. Returns a preview response object whose fields are defined by the upstream gatewayPreviewEvaluationResponse schema. Required: evaluation_id, a JSON request body conforming to the GatewayPreviewEvaluationBody schema.
list_all_fireworks_account_evaluators
List evaluators for a Fireworks account with pagination support. Returns a collection of evaluator objects including their name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, and defaultDataset. Required: account_id.
create_a_fireworks_account_evaluator
Create a new evaluator in a Fireworks account. Deprecated — use CreateEvaluatorV2 instead. Returns the created evaluator object including name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, and defaultDataset. Required: account_id and a JSON body describing the evaluator.
update_a_fireworks_account_evaluator_by_id
Update evaluator metadata (displayName, description, defaultDataset) in Fireworks. Changing requirements or entryPoint triggers a rebuild; to upload new source code, set prepareCodeUpload: true. Returns the updated evaluator object including name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, defaultDataset. Required: account_id,…
delete_a_fireworks_account_evaluator_by_id
Delete an evaluator and its associated versions and build artifacts from a Fireworks account. Returns an empty 204 response on success. Required: account_id, id.
fireworks_account_evaluators_preview_evaluator
Preview an evaluator configuration before creation. Returns a preview result. Required: account_id.
get_single_fireworks_account_evaluator_by_id
Get a Fireworks evaluator by id. Returns the evaluator object including its displayName, description, state (BUILDING / ACTIVE / BUILD_FAILED), status, requirements, entryPoint, criteria, commitHash, source, defaultDataset, createTime, createdBy, and updateTime. Use this to poll build progress after creation. Required: id.
fireworks_account_evaluators_get_build_log_endpoint
Get a signed URL to download a Fireworks evaluator's build logs. Useful for debugging the BUILD_FAILED state. Returns the response containing the signed URL. Required: evaluator_id.
fireworks_account_evaluators_get_source_code_signed_url
Get a signed URL to download a Fireworks evaluator's source code archive. Useful for debugging or reviewing the uploaded code. Returns filenameToSignedUrls mapping each source file to its signed download URL. Required: evaluator_id.
fireworks_account_evaluators_get_upload_endpoint
Get signed URLs for uploading a Fireworks evaluator's source code (step 3 of the Create Evaluator workflow). After receiving the signed URL, PUT the .tar.gz archive with Content-Type: application/octet-stream. Returns filenameToSignedUrls mapping each source file to its signed upload URL. Required: evaluator_id, filenameToSize.
fireworks_account_evaluators_validate_upload
Trigger server-side validation of an uploaded evaluator source archive (step 5 of the Create Evaluator workflow). The server extracts and processes the archive, then builds the evaluator environment; poll Get Evaluator to monitor progress. Returns an empty object on success. Required: evaluator_id.
list_all_fireworks_evaluator_versions
List evaluator revisions (versions) for a Fireworks evaluator, ordered reverse-chronologically by default per AIP-162. Returns: id, attributes. Required: account_id, evaluator_id.
delete_a_fireworks_evaluator_version_by_id
Delete an evaluator revision in Fireworks. If the supplied name is an alias rather than a concrete revision, the alias is deleted instead (per AIP-162). Returns an empty 204 response on success. Required: id, evaluator_id.
get_single_fireworks_evaluator_version_by_id
Get a Fireworks evaluator version (revision) by account id. Returns the evaluator version object including its id and version-specific attributes. Required: account_id, evaluator_id, id.
fireworks_evaluator_versions_rollback
Rollback a Fireworks evaluator to a specific revision. Returns the updated evaluator version object including its id and version-specific attributes. Required: account_id, evaluator_id, version_id.
fireworks_evaluator_versions_alias
Assign or update a user-specified alias that points at a specific evaluator revision in Fireworks. Returns: name, snapshot. Required: account_id, evaluator_id, version_id.
create_a_fireworks_account_evaluators_v_2
Create a custom evaluator for scoring model outputs in Fireworks. Evaluators use the Eval Protocol to define test cases, run model inference, and score responses for evaluation jobs and Reinforcement Fine-Tuning. Returns the created evaluator object with schema-specific fields. Required: account_id.
list_all_fireworks_account_generic_deployment_types
List the generic deployment types under a Fireworks account. Returns items including createTime, updateTime, and imageTag (the helm chart image tag). Required: account_id. Max 200 per page; default order is by create_time.
create_a_fireworks_account_generic_deployment_type
Create a generic deployment type in Fireworks. Returns the created generic deployment type version object including id, name, createTime, updateTime, and imageTag. Required: account_id, genericDeploymentTypeId.
update_a_fireworks_account_generic_deployment_type_by_id
Update a generic deployment type in Fireworks. Returns the updated version including id, name, createTime, updateTime, and imageTag. Required: account_id, id.
delete_a_fireworks_account_generic_deployment_type_by_id
Delete a generic deployment type in Fireworks. Returns an empty object on success. Required: account_id, id.
get_single_fireworks_account_generic_deployment_type_by_id
List all versions of a generic deployment type in a Fireworks account. Returns a paginated list of generic deployment type versions including createTime, updateTime, and imageTag. Required: id (the generic deployment type id).
list_all_fireworks_account_generic_deployments
List all generic deployments under a Fireworks account. Returns: name, releaseValues, placement, createTime, updateTime, genericDeploymentType, state. Supports AIP-160 filter grammar, custom orderBy, and readMask field selection. Required: account_id.
create_a_fireworks_account_generic_deployment
Create a generic deployment in a Fireworks account. Returns the created deployment including genericDeploymentType, releaseValues, placement, createTime, updateTime, and state. Required: account_id, plus body fields releaseValues, placement, genericDeploymentType. Optional query: genericDeploymentId (random ID generated if omitted), validateOnly (preview without creating).
update_a_fireworks_account_generic_deployment_by_id
Update a generic deployment in a Fireworks account. Returns the updated deployment including genericDeploymentType, releaseValues, placement, state, createTime, updateTime. Required: account_id, id, plus body fields releaseValues, placement, genericDeploymentType.
delete_a_fireworks_account_generic_deployment_by_id
Delete a generic deployment from a Fireworks account. Required: id (proxy record id). Optional query: hard (perform hard deletion), ignoreChecks (force deletion of a deployment currently in use).
get_single_fireworks_account_generic_deployment_by_id
Get a generic deployment in Fireworks by id. Returns: name, releaseValues, placement, createTime, updateTime, genericDeploymentType, state. Required: id.
list_all_fireworks_account_identity_providers
List identity providers configured for a Fireworks account. Returns: name, displayName, createTime, updateTime, samlConfig, oidcConfig, tenantDomains, state, status, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso. Supports optional filter, orderBy, and readMask query parameters. Required: account_id.
create_a_fireworks_account_identity_provider
Create a new identity provider for a Fireworks account. Returns the created identity provider including displayName, tenantDomains, samlConfig, oidcConfig, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso, createTime, and updateTime. Required: account_id.
update_a_fireworks_account_identity_provider_by_id
Update an existing identity provider for a Fireworks account. Returns the updated identity provider including displayName, tenantDomains, samlConfig, oidcConfig, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso, createTime, and updateTime. Required: id.
delete_a_fireworks_account_identity_provider_by_id
Delete an identity provider from a Fireworks account. Returns an empty 204 response on success. Required: id.
get_single_fireworks_account_identity_provider_by_id
Get a single identity provider for a Fireworks account by id. Returns the identity provider object including its display_name, tenant_domains, saml_config, oidc_config, state, status, domain_url, issuer_url, client_id, enable_jit_user_provisioning, jit_default_role, enforce_sso, enable_idp_initiated_sso, create_time, and update_time. Required: account_id, id.
list_all_fireworks_account_models
List models in a Fireworks account. Returns an array of model objects including name, displayName, state, kind, createTime, and updateTime. Required: account_id. Max 200 per page (default 50).
create_a_fireworks_account_model
Create a new model in a Fireworks account. Returns the created model object including name, displayName, state, kind, and createTime. Required: account_id and a JSON body describing the model (model_id, displayName, kind, and source details such as huggingFaceUrl or githubUrl).
update_a_fireworks_account_model_by_id
Update an existing model in a Fireworks account. Returns the updated model object including name, displayName, state, kind, and updateTime. Required: id (the model resource name, e.g. accounts/{account_id}/models/{model_id}).
delete_a_fireworks_account_model_by_id
Delete a model in a Fireworks account by id. Returns an empty 200 response on success (no body content). Required: id (the model resource name, e.g. accounts/{account_id}/models/{model_id}).
get_single_fireworks_account_model_by_id
Get a Fireworks model by id. Returns the full model object including displayName, description, state, kind, createTime, updateTime, contextLength, public, supportsImageInput, supportsTools, and other model metadata. Required: id.
fireworks_account_models_get_download_endpoint
Get signed download URLs for a Fireworks model's files. Returns an object containing filenameToSignedUrls mapping file names to their signed download URLs. Required: model_id.
fireworks_account_models_get_upload_endpoint
Get signed upload URLs for a Fireworks model's files. Returns an object containing filenameToSignedUrls and filenameToUnsignedUris mappings for uploading model files. Required: model_id.
fireworks_account_models_import
Transfer a model from S3 to GCP storage in Fireworks. Returns a long-running operation object for tracking the async transfer (operation fields are not enumerated in the source). Required: account_id, model_id.
fireworks_account_models_prepare
Prepare a Fireworks model for different precisions. Returns an empty 200 response on success. Required: model_id.
fireworks_account_models_validate_upload
Validate a model upload in Fireworks. Returns the validation result object. Required: account_id, model_id.
create_a_fireworks_model_version
Create a model version under a Fireworks account and model. Returns the created model version object. Required: account_id, model_id.
fireworks_model_versions_count
Get the number of model versions for a Fireworks model. Returns a count response object. Required: account_id, model_id.
fireworks_model_versions_deploy
Deploy a specific model version in Fireworks. Returns a long-running operation object. Required: account_id, model_id, version_id.
list_all_fireworks_account_policy_settings
Get the singleton PolicySettings for a Fireworks account. Returns the policy settings object including its name. Required: account_id.
fireworks_account_policy_settings_bulk_update
Update the per-account PolicySettings singleton in Fireworks. Returns the updated policy settings object including its name, rules, and updateTime. Required: account_id.
list_all_fireworks_account_pricing_plans
List pricing plans for a Fireworks account. Returns: name, billingType, tokenConfig, acceleratorHourConfig, startTime, endTime, createTime, updateTime, state, id, attributes. Supports filtering (e.g. state=READY) and ordering (e.g. create_time desc).
get_single_fireworks_account_pricing_plan_by_id
Get a single Fireworks pricing plan by id. Returns: name, billingType, tokenConfig, acceleratorHourConfig, startTime, endTime, createTime, updateTime, state, id, attributes. Required: id.
list_all_fireworks_account_quotas
List all quotas for a Fireworks account. Returns: quotas.
update_a_fireworks_account_quota_by_id
Update a quota. Returns: name, value, maxValue, usage, updateTime. Required: id.
get_single_fireworks_account_quota_by_id
Get a single quota by id. Returns: name, value, maxValue, usage, updateTime. Required: id.
list_all_fireworks_account_reinforcement_fine_tuning_jobs
List reinforcement fine-tuning jobs for a Fireworks account. Returns: name, displayName, createTime, completedTime, dataset, evaluationDataset, evalAutoCarveout, state, status, createdBy, trainingConfig, evaluator, wandbConfig, awsS3Config, azureBlobStorageConfig, outputStats, jobProgress, inferenceParameters, chunkSize, outputMetrics, maxInferenceReplicaCount, nodeCount, lossConfig,…
create_a_fireworks_account_reinforcement_fine_tuning_job
Create a reinforcement fine-tuning job in Fireworks. Returns the created job including displayName, state, status, dataset, evaluator, createTime, and createdBy. Required in body: dataset, evaluator. Optional query: reinforcementFineTuningJobId to supply a custom job UUID (otherwise a random UUID is generated).
update_a_fireworks_account_reinforcement_fine_tuning_job_by_id
Update a reinforcement fine-tuning job in Fireworks. Returns the updated job including displayName, state, status, dataset, evaluator, createTime, and trainingConfig. Required: id (proxy record id), dataset, evaluator.
delete_a_fireworks_account_reinforcement_fine_tuning_job_by_id
Delete a reinforcement fine-tuning job in Fireworks. Returns an empty 204 response on success. Required: id (proxy record id).
get_single_fireworks_account_reinforcement_fine_tuning_job_by_id
Get a reinforcement fine-tuning job by id in Fireworks. Returns the job object including name, displayName, createTime, dataset, state, status, evaluator, and purpose. Required: account_id, id.
fireworks_account_reinforcement_fine_tuning_jobs_cancel
Cancel a reinforcement fine-tuning job in Fireworks. Returns an empty object on success. Required: reinforcement_fine_tuning_job_id.
fireworks_account_reinforcement_fine_tuning_jobs_debug
Debug a reinforcement fine-tuning job in Fireworks. Returns a debug response object. Required: reinforcement_fine_tuning_job_id.
account_reinforcement_fine_tuning_jobs_get_metrics_file_endpoint
Get the metrics file endpoint for a reinforcement fine-tuning job in Fireworks. Returns a metrics file response object. Required: reinforcement_fine_tuning_job_id.
fireworks_account_reinforcement_fine_tuning_jobs_resume
Resume a reinforcement fine-tuning job in Fireworks. Returns the resumed job object including state, status, dataset, evaluator, trainingConfig, and jobProgress. Required: reinforcement_fine_tuning_job_id.
list_all_fireworks_account_rlor_trainer_jobs
List reinforcement fine-tuning (RLOR trainer) steps for a Fireworks account. Returns a paginated collection of RLOR trainer job objects (each exposing at least a name identifier; remaining fields are content-type-specific). Required: account_id. Max 200 per page (default 50).
create_a_fireworks_account_rlor_trainer_job
Create a reinforcement fine-tuning (RLOR trainer) step in a Fireworks account. Returns the created RLOR trainer job object including its name and content-type-specific attributes (training config, datasets, loss config, progress, etc.). Required: account_id. Optional query parameters: rlorTrainerJobId (a random UUID is generated if omitted), trainingShape (validated training-shape selector for…
delete_a_fireworks_account_rlor_trainer_job_by_id
Delete a reinforcement fine-tuning (RLOR trainer) job. Returns an empty 204 response on success. Required: account_id, rlor_trainer_job_id.
get_single_fireworks_account_rlor_trainer_job_by_id
Get a Reinforcement Fine-tuning Step (RLOR Trainer Job) by id in Fireworks. Returns the RLOR trainer job object including its name, displayName, state, dataset, and training configuration. Required: id.
fireworks_account_rlor_trainer_jobs_cancel
Cancel an RLOR trainer job in Fireworks. Returns an empty object on success. Required: account_id, rlor_trainer_job_id.
fireworks_account_rlor_trainer_jobs_execute_train_step
Execute one training step for a keep-alive Reinforcement Fine-tuning (RLOR) job in Fireworks. Returns an empty object on success. Required: account_id, rlor_trainer_job_id.
fireworks_account_rlor_trainer_jobs_resume
Resume a paused reinforcement fine-tuning step (RLOR trainer job) in Fireworks. Returns the resumed rlor trainer job object including its id, name, and content-type-specific attributes. Required: rlor_trainer_job_id.
list_all_fireworks_checkpoints
List checkpoints for an RLOR Trainer Job in Fireworks. Returns an array of checkpoint objects, each containing an id and content-type-specific attributes. Required: account_id, rlor_trainer_job_id. Max 200 per page.
list_all_fireworks_public_logs
Get a signed URL for the public trainer logs of an RLOR Trainer Job in Fireworks. Returns: url. Required: account_id, rlor_trainer_job_id.
list_all_fireworks_account_routers
List routers for a Fireworks account. Returns: name, displayName, createTime, createdBy, state, status, deployments, model, weightedRandom, evenLoad, aliases, autoGenerated, public. Supports AIP-160 filter syntax, custom ordering, and field read masks.
create_a_fireworks_account_router
Create a router for a Fireworks account. Returns the created router including name, displayName, state, status, deployments, model, and public. Optional: routerId to specify the router's id.
update_a_fireworks_account_router_by_id
Update a router's properties. Returns the updated router including name, displayName, state, status, deployments, model, and public. Required: id, account_id.
delete_a_fireworks_account_router_by_id
Delete a router by id. Returns an empty object on success. Required: id.
get_single_fireworks_account_router_by_id
Get a Fireworks router by id within an account. Returns the router object including its name, displayName, state, status, deployments, model, aliases, autoGenerated, public, createTime, and createdBy. Required: id. Use readMask to restrict the fields returned; if empty or "*", all fields are returned.
list_all_fireworks_account_secrets
List all secrets for a Fireworks account. Returns: name, keyName, value. The secret value is not included in responses for security reasons. Required: account_id.
create_a_fireworks_account_secret
Create a new secret for a Fireworks account. Returns: name, keyName, value. The secret value is accepted on input but never returned in responses for security reasons. Required: account_id, keyName.
update_a_fireworks_account_secret_by_id
Update an existing secret for a Fireworks account. Returns: name, keyName, value, key_name. The secret value is accepted on input but never returned in responses for security reasons. Required: id, keyName.
delete_a_fireworks_account_secret_by_id
Delete a secret from a Fireworks account. Returns an empty 204 response on success. Required: id.
get_single_fireworks_account_secret_by_id
Get a secret from a Fireworks account by id. Returns: name, keyName, value. The secret value is not returned for security reasons. Required: account_id, id.
list_all_fireworks_account_serverless_rate_limits
List effective global rate limits for shared serverless pool deployments (fireworks-owned) as a time series. Returns rate limit time-series data (response shape not documented in source). Required: account_id.
list_all_fireworks_account_serverless_token_usages
List serverless pool token throughput (tokens per minute) by time bucket and base model for a Fireworks account, from production usage metrics. Returns: peakTokensPerMinuteByBaseModel and averageTokensPerMinuteByBaseModel time-series sections. Required: account_id. At least one of includePeakTokensPerMinuteByBaseModel or includeAverageTokensPerMinuteByBaseModel must be true.
list_all_fireworks_account_supervised_fine_tuning_jobs
List supervised fine-tuning jobs in a Fireworks account. Returns a collection of job objects including their name and id, with additional content-type-specific fields. Required: account_id.
create_a_fireworks_account_supervised_fine_tuning_job
Create a supervised fine-tuning job in Fireworks. Returns the created job object including its name and id, with additional content-type-specific fields. Required: account_id.
delete_a_fireworks_account_supervised_fine_tuning_job_by_id
Delete a supervised fine-tuning job by id. Returns an empty 204 response on success. Required: id.
fireworks_account_supervised_fine_tuning_jobs_estimate_cost
Estimate the cost of a supervised fine-tuning job in Fireworks using the dataset, base model, and number of epochs. Returns an estimate response object. Required: account_id.
get_single_fireworks_account_supervised_fine_tuning_job_by_id
Get a supervised fine-tuning job by id in Fireworks. Returns the job object including its dataset, baseModel, epochs, displayName, state, status, and training configuration. Required: account_id, id.
fireworks_account_supervised_fine_tuning_jobs_cancel
Cancel a running supervised fine-tuning job in Fireworks. Returns an empty response on success. Required: account_id, supervised_fine_tuning_job_id.
fireworks_account_supervised_fine_tuning_jobs_resume
Resume a paused supervised fine-tuning job in Fireworks. Returns the updated job object including its dataset, baseModel, epochs, displayName, state, and status. Required: account_id, supervised_fine_tuning_job_id.
list_all_fireworks_account_trails
List trails for a Fireworks account, ordered by create_time descending by default. Returns: name, displayName, createTime, updateTime, description, createdBy, langfuseConfig, defaultModel, providerKey. Required: account_id.
create_a_fireworks_account_trail
Create a new trail in a Fireworks account. Returns the created trail object including name, displayName, description, createTime, createdBy, defaultModel, and providerKey. Required: account_id.
update_a_fireworks_account_trail_by_id
Update an existing trail in a Fireworks account. Returns the updated trail object including name, displayName, description, updateTime, defaultModel, and providerKey. Required: id, account_id.
delete_a_fireworks_account_trail_by_id
Delete a trail from a Fireworks account. Returns an empty 204 response on success. Required: id, account_id.
get_single_fireworks_account_trail_by_id
Get a single Fireworks trail by id. Returns the trail object including its displayName, description, createTime, updateTime, createdBy, defaultModel, langfuseConfig, and providerKey. Required: id. Optional: readMask to restrict returned fields.
fireworks_account_trails_get_metrics
Get trace counts and token-usage metrics for a Fireworks trail from the tracing service. Returns a gatewayTrailMetrics object with content-type-specific metric fields. Required: trail_id.
list_all_fireworks_account_training_session_jobs
List training session jobs for a Fireworks account. Returns an array of training session job records, each containing its name and content-type-specific attributes. Required: account_id.
create_a_fireworks_account_training_session_job
Create a training session job that binds a Fireworks account to a shared trainer. Returns the created job including its name and content-type-specific attributes. Required: account_id.
delete_a_fireworks_account_training_session_job_by_id
Delete a training session job and cascade-clean its child sessions and routes. Returns an empty 204 response on success. Required: account_id, id.
get_single_fireworks_account_training_session_job_by_id
Get a single training session job by id. Returns: name, displayName, createTime, updateTime, state, status, createdBy, baseModel. Required: account_id, id.
list_all_fireworks_training_sessions
List training sessions under a training session job in Fireworks. Returns a paginated collection of training session objects, each with id and upstream-defined attributes. Required: training_session_job_id.
create_a_fireworks_training_session
Create a training session under a training session job in Fireworks. Returns the created training session object including its id and upstream-defined attributes. Required: account_id, training_session_job_id.
get_single_fireworks_training_session_by_id
Get a training session by id in Fireworks. Returns the training session object including its id and upstream-defined attributes. Required: id, account_id, training_session_job_id.
fireworks_training_sessions_load_state
Load or switch the LoRA adapter state for a training session in Fireworks. Returns the updated training session object including its id and upstream-defined attributes. Required: training_session_job_id, training_session_id.
list_all_fireworks_account_training_shapes
List training shapes for a Fireworks account. Returns: name, displayName, description, createTime, updateTime, baseModel, deploymentShapeVersion, trainerImageTag, trainerMode, nodeCount, trainerShardingScheme, modelType, parameterCount, acceleratorType, acceleratorCount, baseModelWeightPrecision, maxSupportedContextLength. Supports AIP-160 filtering and custom ordering via filter and orderBy.
create_a_fireworks_account_training_shape
Create a training shape in a Fireworks account. Returns the created training shape including displayName, baseModel, trainerImageTag, createTime, updateTime, and acceleratorType. Optional trainingShapeId query param assigns a custom ID (AIP-122 segment format, must start with a letter); otherwise a random ID is generated.
update_a_fireworks_account_training_shape_by_id
Update a training shape in Fireworks. Returns the updated training shape including name, displayName, description, createTime, updateTime, baseModel, deploymentShapeVersion, trainerImageTag, trainerMode, nodeCount, trainerShardingScheme, modelType, parameterCount, acceleratorType, acceleratorCount, baseModelWeightPrecision, maxSupportedContextLength. Required: id, baseModel, trainerImageTag.
delete_a_fireworks_account_training_shape_by_id
Delete a training shape by id. Returns an empty 204 response on success. Required: id.
get_single_fireworks_account_training_shape_by_id
Get a Fireworks training shape by id. Returns the training shape object including name, displayName, baseModel, trainerImageTag, acceleratorType, nodeCount, createTime, and updateTime. Required: id.
list_all_fireworks_account_users
List users in a Fireworks account. Returns: name, displayName, serviceAccount, createTime, role, email, state, status, updateTime, permissionPreset. Supports AIP-160 filter grammar and custom ordering. Required: account_id.
create_a_fireworks_account_user
Create a new user in a Fireworks account. Returns the created user object including name, displayName, email, role, state, status, createTime, updateTime, serviceAccount, and permissionPreset. Required: account_id.
update_a_fireworks_account_user_by_id
Update an existing user in a Fireworks account. Returns the updated user object including name, displayName, email, role, state, status, createTime, updateTime, serviceAccount, and permissionPreset. Required: id, account_id, and role in the request body.
get_single_fireworks_account_user_by_id
Get a Fireworks account user by id. Returns the user object including name, email, role, displayName, createTime, updateTime, state, status, serviceAccount, and permissionPreset. Required: id.
fireworks_account_users_get_api_key
Get an API key for a Fireworks account user. Returns the API key object including its name. Required: user_id.
list_all_fireworks_user_api_keys
List API keys for a user in a Fireworks account. Returns: keyId, displayName, key, createTime, secure, email, prefix, expireTime, annotations, lastUsed. Required: account_id, user_id.
create_a_fireworks_user_api_key
Create a new API key for a specific user in a Fireworks account. Returns the created API key object. Required: account_id, user_id.
delete_a_fireworks_user_api_key_by_id
Delete an API key for a user in Fireworks. Returns an empty 204 response on success. Required: account_id, user_id.
list_all_fireworks_responses
List all model responses for the authenticated Fireworks account. Returns response objects, each including its id. Max 100 per page.
create_a_fireworks_response
Create a model response in Fireworks, optionally interacting with custom tools via the Model Context Protocol (MCP). Supports conversational continuation via previous_response_id and streaming. Returns the response object including its id.
delete_a_fireworks_response_by_id
Delete a Fireworks model response by id. The response data is removed immediately and permanently; conversations referencing it can no longer access it. Returns a DeleteResponse confirmation object. Required: id.
get_single_fireworks_response_by_id
List all model responses for the authenticated Fireworks account. Returns a ResponseList envelope containing the paginated results. Max 100 per page.
create_a_fireworks_completion
Create a text completion in Fireworks for the provided prompt and parameters. Returns: id, object, created, model, choices, usage, perf_metrics, attributes. Required: prompt.
create_a_fireworks_chat_completion
Create a chat completion in Fireworks by sending a structured conversation prompt. Returns a chat completion response object following the OpenAI Chat Completions API specification; consult the upstream Fireworks documentation for the complete request and response field structures.
create_a_fireworks_message
Send input messages with text and/or image content to an Anthropic-compatible endpoint in Fireworks, generating the next message in a single-turn or stateless multi-turn conversation. Returns a Message object following the Anthropic Messages API format.
get_single_fireworks_generic_deployment_type_version_by_id
Get a generic deployment type version in Fireworks. Returns: name, createTime, snapshot, updateTime, imageTag. Required: generic_deployment_type_id, id.
delete_a_fireworks_generic_deployment_type_version_by_id
Delete a generic deployment type version in Fireworks. Returns an empty 204 response on success. Required: generic_deployment_type_id, id.
list_all_fireworks_training_shape_versions
List training shape versions for a Fireworks training shape, ordered by create_time by default. Returns: createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id.
get_single_fireworks_training_shape_version_by_id
Get a single training shape version by account id. Returns: name, createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id, id.
update_a_fireworks_training_shape_version_by_id
Update mutable fields of a training shape version (validated, public). Returns: name, createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id, id.
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