# Cerebrium

> Cerebrium developer documentation for real-time and production AI workloads. Learn how to deploy low-latency inference APIs, voice agents, multi-region apps, serverless GPUs and CPUs, and workloads that need strong cold-start and scaling performance.

> ## Agent Instructions
> Cerebrium's documentation MCP server is available at https://cerebrium.ai/docs/mcp for searching and querying these docs directly. Install the Cerebrium agent skill with `npx skills add https://cerebrium.ai/docs`. Append .md to any docs page URL to fetch that page as plain Markdown. API keys and authentication tokens are created in the Cerebrium dashboard at https://dashboard.cerebrium.ai.

## Docs

- [Introduction to Cerebrium for real-time AI workloads](https://cerebrium-mintlify-de397217.mintlify.site/getting-started/introduction.md): Cerebrium is a serverless GPU platform for real-time and high-performance AI apps with low cold starts, burst scaling, and global low-latency inference.
- [Defining Container Images](https://cerebrium-mintlify-de397217.mintlify.site/container-images/defining-container-images.md): Define your Cerebrium container image in cerebrium.toml, from Python, pip, apt, and conda dependencies to custom Docker base images and build commands.
- [Custom Python Web Servers](https://cerebrium-mintlify-de397217.mintlify.site/container-images/custom-web-servers.md): Run FastAPI and other ASGI or WSGI Python web servers on Cerebrium with a custom runtime by setting the entrypoint, port, and health check endpoints.
- [Custom Dockerfiles](https://cerebrium-mintlify-de397217.mintlify.site/container-images/custom-dockerfiles.md): Deploy containerized apps on Cerebrium with your own Dockerfile, from Python FastAPI servers to compiled Rust binaries, using the custom runtime config.
- [Using Private Docker Registries](https://cerebrium-mintlify-de397217.mintlify.site/container-images/private-docker-registry.md): Authenticate with Docker Hub, AWS ECR, or other private registries and use private Docker images as base images for your Cerebrium app deployments.
- [Using GPUs](https://cerebrium-mintlify-de397217.mintlify.site/hardware/using-gpus.md): Choose from NVIDIA GPUs like H100, A100, and L40s on Cerebrium, set GPU type and count in cerebrium.toml, and check plan availability for each type.
- [Using CUDA](https://cerebrium-mintlify-de397217.mintlify.site/hardware/using-cuda.md): Enable CUDA on Cerebrium using GPU ready Python packages or NVIDIA base images, and choose runtime over devel images to keep cold starts fast.
- [CPU and Memory](https://cerebrium-mintlify-de397217.mintlify.site/hardware/cpu-and-memory.md): Set vCPU cores and memory for Cerebrium apps in cerebrium.toml, review resource limits per hardware type, and optimize usage based billing and OOM risk.
- [Faster Cold Start Performance](https://cerebrium-mintlify-de397217.mintlify.site/performance/faster-cold-starts.md): Diagnose and reduce cold start latency on Cerebrium by cutting queueing delay, speeding model weight loading, and keeping warm containers available.
- [Memory and GPU Checkpointing (Beta)](https://cerebrium-mintlify-de397217.mintlify.site/performance/checkpointing.md): Snapshot CPU and GPU memory to skip imports, model loading, and CUDA kernel compilation, drastically cutting Cerebrium container cold start times.
- [Autoscaling apps on Cerebrium](https://cerebrium-mintlify-de397217.mintlify.site/scaling/scaling-apps.md): Configure replicas, scaling metrics, load balancing, and compute tiers to scale Cerebrium apps for cost, latency, and availability.
- [Preemption and Graceful Termination](https://cerebrium-mintlify-de397217.mintlify.site/scaling/graceful-termination.md): Handle SIGTERM signals in custom runtimes on Cerebrium to finish in flight requests, avoid 502 errors, and shut down instances gracefully.
- [Batching and Concurrency](https://cerebrium-mintlify-de397217.mintlify.site/scaling/batching-concurrency.md): Tune replica_concurrency and use framework native or custom batching with vLLM or LitServe to boost GPU throughput and cut costs on Cerebrium.
- [CI/CD Pipelines](https://cerebrium-mintlify-de397217.mintlify.site/deployments/ci-cd.md): Set up a CI/CD pipeline with GitHub Actions and Cerebrium service account keys to automatically deploy your app when a branch is pushed or merged.
- [Gradual Roll-out](https://cerebrium-mintlify-de397217.mintlify.site/deployments/gradual-roll-out.md): Use roll_out_duration_seconds in cerebrium.toml to gradually shift traffic between revisions after a deploy and minimize disruption in production.
- [Multi-Region Deployment](https://cerebrium-mintlify-de397217.mintlify.site/deployments/multi-region-deployment.md): Run a Cerebrium app globally across multiple regions for more GPU capacity and lower latency, or pin it to one region for data residency needs.
- [REST API](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/inference-api.md): Call your Cerebrium apps over the REST API with POST requests and JWT authentication, and understand response formats and HTTP status codes.
- [Streaming Endpoints](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/streaming.md): Stream live model output from a Cerebrium endpoint over server-sent events by yielding results from a Python generator or iterator function.
- [WebSocket Endpoints](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/websockets.md): Create real-time bidirectional WebSocket endpoints on Cerebrium using a custom runtime with FastAPI and connect clients over secure wss URLs.
- [Webhook Forwarding](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/webhook.md): Forward function responses to an external webhook with a query parameter, including automatic retries and HMAC signature verification on delivery.
- [Async requests](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/async.md): Run Cerebrium functions asynchronously with the async query parameter, get a run_id back instantly, and forward results via a webhook endpoint.
- [OpenAI-Compatible Endpoints](https://cerebrium-mintlify-de397217.mintlify.site/endpoints/openai-compatible-endpoints.md): Build an OpenAI compatible chat completions endpoint on Cerebrium and stream responses to the OpenAI Python client using your JWT as the API key.
- [Custom Domains](https://cerebrium-mintlify-de397217.mintlify.site/networking/custom-domains.md): Serve Cerebrium apps from your own domain with CNAME setup, DNS validation, automatic SSL certificates, and fixes for common DNS provider issues.
- [Inter-cluster routing](https://cerebrium-mintlify-de397217.mintlify.site/networking/inter-cluster-routing.md): Use inter-cluster routing to connect Cerebrium apps privately within a region for sub-millisecond latency without traversing the public internet.
- [Managing Files](https://cerebrium-mintlify-de397217.mintlify.site/storage/managing-files.md): Manage files on Cerebrium persistent storage with CLI upload, download, and list commands, plus global volumes and resizing options up to 1TB.
- [Partner Services on Cerebrium with Deepgram and Rime](https://cerebrium-mintlify-de397217.mintlify.site/partner-services/index.md): Learn how Cerebrium partner services like Deepgram and Rime offer quick deployment, independent scaling, and lower latency for AI workloads.
- [Self-hosted Deepgram speech-to-text on Cerebrium](https://cerebrium-mintlify-de397217.mintlify.site/partner-services/deepgram.md): Run self hosted Deepgram speech to text on Cerebrium with model file uploads, engine and api TOML setup, GPU scaling, and low latency voice agents.
- [Rime](https://cerebrium-mintlify-de397217.mintlify.site/partner-services/rime.md): Deploy Rime text to speech on Cerebrium with a simple TOML runtime config, HTTP and WebSocket endpoints, and scaling tuned for low latency TTS.
- [Exporting Metrics to Monitoring Platforms](https://cerebrium-mintlify-de397217.mintlify.site/integrations/metrics-export.md): Export your application metrics to any OTLP-compatible observability platform including Grafana Cloud, Datadog, Prometheus, New Relic, and more
- [Security & Data Privacy](https://cerebrium-mintlify-de397217.mintlify.site/security.md): Cerebrium's security practices, data privacy commitments, and support for SOC 2, HIPAA, GDPR (DPA), and ISO compliance requirements.
- [Using Secrets](https://cerebrium-mintlify-de397217.mintlify.site/other-topics/using-secrets.md): Store API keys and credentials as encrypted secrets in Cerebrium, expose them as environment variables, and manage them at project or app level.
- [Request and Response Logging](https://cerebrium-mintlify-de397217.mintlify.site/other-topics/request-response-logging.md): Disable request and response logging in the Cortex runtime using secrets to protect sensitive data or reduce overhead in Cerebrium apps.
- [Calculating compute cost](https://cerebrium-mintlify-de397217.mintlify.site/calculating-cost.md): Understand how Cerebrium bills GPU, CPU, and memory per second, what counts toward build and runtime charges, and estimate monthly deployment costs.
- [Featured Examples](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/featured.md): Browse featured Cerebrium examples and tutorials covering LLM endpoints, voice agents, image generation, integrations and other AI applications.
- [Serving GPT-OSS with vLLM](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/gpt-oss.md): Serve OpenAI GPT-OSS open weight models with vLLM on Cerebrium, covering MoE architecture, MXFP4 quantization and H100 GPU deployment setup.
- [OpenAI compatible vLLM endpoint](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/openai-compatible-endpoint-vllm.md): Deploy an OpenAI compatible endpoint for open source LLMs like Llama 3.1 using vLLM on Cerebrium serverless GPUs with streaming responses
- [Deploy a Vision Language Model with SGLang](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/deploy-a-vision-language-model-with-sglang.md): Deploy a vision language model with SGLang on Cerebrium and build an ad analysis system that scores advertisements across multiple criteria.
- [Deploy Triton Inference server and TensorRT-LLM](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/deploy-an-llm-with-tensorrtllm-tritonserver.md): Serve Llama 3.2 with NVIDIA Triton Inference Server and TensorRT-LLM on Cerebrium for up to 15x higher throughput and much lower inference latency.
- [Transcribe 1 hour podcast](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/transcribe-whisper.md): Transcribe hour long podcasts and audio files with Distil Whisper on Cerebrium using base64 uploads or file URLs and webhooks for long jobs
- [Twilio Voice Agent with PipeCat](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/twilio-voice-agent.md): Connect a real time AI voice agent to phone calls using Twilio, PipeCat and FastAPI WebSockets on Cerebrium for support bots and receptionists
- [Real-time Voice Agent](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/realtime-voice-agents.md): Build a low latency voice AI agent with PipeCat, Deepgram and a self hosted vLLM Llama endpoint on Cerebrium that responds in about 500ms
- [Outbound Agent with LiveKit](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/livekit-outbound-agent.md): Build an outbound AI voice agent with LiveKit and Twilio SIP trunking on Cerebrium that makes calls and warm transfers callers to human agents
- [ComfyUI Application at Scale](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/comfyUI.md): Turn ComfyUI stable diffusion workflows into autoscaling API endpoints on Cerebrium, from exporting the workflow JSON to serving generated images.
- [Generate Images using SDXL](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/sdxl.md): Deploy the Stability AI SDXL refiner model on Cerebrium serverless GPUs to generate high quality images from prompts with a Diffusers pipeline
- [Deploy a High Throughput Server for Embeddings and Reranking](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/high-throughput-embeddings.md): Serve text embeddings, reranking, CLIP and ColPali models through a high throughput REST API on Cerebrium using the open source Infinity framework.
- [Hyperparameter Sweep training Llama 3.2 with WandB](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/wandb-sweep.md): Fine tune Llama 3.2 with Weights and Biases hyperparameter sweeps, running training experiments in parallel across Cerebrium serverless GPUs
- [Gradio Chat Interface](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/asgi-gradio-interface.md): Deploy a Gradio chat UI for a Llama LLM on Cerebrium with FastAPI and a custom ASGI runtime, running the frontend on CPU while the model scales on GPU.
- [Build a LangChain agent with LangSmith monitoring](https://cerebrium-mintlify-de397217.mintlify.site/v4/examples/langchain-langsmith.md): Build an executive assistant agent with LangChain tool calling, monitor it in LangSmith and deploy it on Cerebrium to manage Cal.com bookings.
- [Migrating from Replicate](https://cerebrium-mintlify-de397217.mintlify.site/migrations/replicate.md): Migrate workloads from Replicate to Cerebrium in under 5 minutes using SDXL-Lightning-4step as a worked example for faster, cheaper inference.
- [Migrating from Hugging Face](https://cerebrium-mintlify-de397217.mintlify.site/migrations/hugging-face.md): Migrate from Hugging Face inference endpoints to Cerebrium with a step-by-step guide deploying a Llama 3.1 8B model on serverless GPUs.
- [Migrating from Mystic](https://cerebrium-mintlify-de397217.mintlify.site/migrations/mystic.md): Migrate your apps from Mystic to Cerebrium with this step by step guide covering config conversion, code changes, deployment, and inference.
- [TOML Reference](https://cerebrium-mintlify-de397217.mintlify.site/toml-reference/toml-reference.md): Reference for every cerebrium.toml parameter covering deployment, hardware, scaling, dependencies, and custom runtime settings on Cerebrium.
- [Health Check](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/health-check.md): Check if the build service is operational.
- [List Builds](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/list-builds.md): Retrieve a list of builds for a specific app.
- [Get Build](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/get-build.md): Retrieve details for a specific build.
- [Cancel Build](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/cancel-build.md): Cancel an ongoing build for an app.
- [Download Build](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/download-build.md): Download the build ZIP file for a specific build.
- [List Image Files](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/list-image-files.md): Browse files inside a built container image at a specified path.
- [List Build Logs](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/list-build-logs.md): Retrieve logs for a specific build of an app.
- [Rebuild](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/rebuild.md): Trigger a new build using the same source as an existing build.
- [Get Build Zip Contents](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/get-build-zip-contents.md): List the files contained in a build's uploaded ZIP archive.
- [Create Base Image Hash](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/builds/create-base-image-hash.md): Generate a SHA256 hash from dependency lists to determine if a base image rebuild is needed.
- [List Projects](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/list-projects.md): Retrieve a list of projects.
- [Create Project](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/create-project.md): Create a new project.
- [Get Project](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/get-project.md): Retrieve details of a specific project by its ID.
- [Delete Project](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/delete-project.md): Remove a specific project.
- [Modify Project](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/modify-project.md): Update the configuration or metadata of a specific project.
- [Get Project Cost](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/projects/get-project-cost.md): Retrieve current billing period cost breakdown for a project.
- [List API Keys](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/api-keys/list-api-keys.md): List all API keys for a project.
- [Create API Key](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/api-keys/create-api-key.md): Create a new API key for a project.
- [Delete API Key](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/api-keys/delete-api-key.md): Delete an API key and permanently deny its token. Inference requests using the key start failing within a few seconds. This cannot be undone: the key is not recoverable and the token stays denied. The caller must be an owner on the project. Service account keys are rejected here — delete the service…
- [List Apps](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/list-apps.md): Retrieve a list of apps for a specific project.
- [Create App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/create-app.md): Create a new app for a specific project using manual upload.
- [Create GitHub App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/create-github-app.md): Create a new app linked to a GitHub repository for automatic deployments.
- [Get App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-app.md): Retrieve details for a specific app in a project.
- [Delete App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/delete-app.md): Remove a specific app from a project.
- [Modify App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/modify-app.md): Update the configuration or metadata of a specific app.
- [Get Active Revision](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-active-revision.md): Retrieve the active revision for a specific app.
- [Get App Cost](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-app-cost.md): Retrieve cost breakdown for a specific app.
- [Get an app's request and cost breakdown over time](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-an-apps-request-and-cost-breakdown-over-time.md): How much traffic an app served and what it cost to run, over a chosen period. Requests are counted per time bucket and split by response status (2xx/4xx/5xx, normal and error WebSocket closes, and anything else); cost is split across GPU, CPU and memory. Every bucket in the period is returned, zero-…
- [Get App Logs](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-app-logs.md): Retrieve logs for a specific app.
- [Get App Resource Metrics](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/get-app-resource-metrics.md): Retrieve CPU, memory, and GPU utilization metrics for an app over a time period.
- [Create Run App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/apps/create-run-app.md): Create an app if it does not already exist, used by the CLI before running code.
- [List Recent Containers](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/list-recent-containers.md): Retrieve a list of recent containers for a specific app.
- [Get Container](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/get-container.md): Retrieve details for a specific container.
- [Stop Container](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/stop-container.md): Stop a specific container.
- [List Active Containers](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/list-active-containers.md): Retrieve all active containers, including those in terminating state.
- [List Container Resource Usage](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/list-container-resource-usage.md): Retrieve current CPU and memory usage per container with totals.
- [Search Containers](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/search-containers.md): Search containers by ID or status with pagination.
- [List Container Readiness](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/list-container-readiness.md): Retrieve the ready/not-ready status of each container.
- [Get Container Events](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/get-container-events.md): Retrieve lifecycle events for a container such as eviction, OOM, and spot interruption.
- [Get Queue Depth](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/containers/get-queue-depth.md): Get real-time queue depth counts (proxyQueued, containerQueued, processing) for an app
- [Get Response Time Metrics](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/metrics/get-response-time-metrics.md): Retrieve end-to-end response time percentiles for an app.
- [Get Execution Time Metrics](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/metrics/get-execution-time-metrics.md): Retrieve run execution time percentiles for an app.
- [Get Startup Time Metrics](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/metrics/get-startup-time-metrics.md): Retrieve cold start and container startup time metrics for an app.
- [List Runs](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/runs/list-runs.md): Retrieve a list of runs for a specific app.
- [Get Runs Chart Data](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/runs/get-runs-chart-data.md): Retrieve aggregated run data optimized for charting over long time ranges.
- [Count Queued Runs](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/runs/count-queued-runs.md): Retrieve the number of queued runs for a specific app.
- [Get Run](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/runs/get-run.md): Retrieve details for a specific run of an app.
- [Cancel Run](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/runs/cancel-run.md): Cancel an ongoing run for an app.
- [List App Secrets](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/secrets/list-app-secrets.md): Retrieve a list of secrets for a specific app.
- [Update App Secrets](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/secrets/update-app-secrets.md): Modify secrets for a specific app. The request body is a JSON object mapping secret names to string values.
- [List Secrets](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/secrets/list-secrets.md): Retrieve a list of secrets for a specific project.
- [Update Secrets](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/secrets/update-secrets.md): Modify secrets for a specific project. The request body is a JSON object mapping secret names to string values.
- [Apply Coupon](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/billing/apply-coupon.md): Apply a promotional coupon code to the project's billing account.
- [Get Billing Graph](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/billing/get-billing-graph.md): Retrieve daily billing cost data per app as time series for charting.
- [List Custom Domains](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/list-custom-domains.md): Retrieve a list of custom domains for a specific project.
- [Create Custom Domain](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/create-custom-domain.md): Create a new custom domain for a project with DNS validation records.
- [Get Custom Domain](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/get-custom-domain.md): Retrieve details for a specific custom domain.
- [Delete Custom Domain](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/delete-custom-domain.md): Remove a custom domain from a project. Domain must be unassigned from all apps first.
- [Assign Domain to App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/assign-domain-to-app.md): Assign a validated custom domain to a specific app.
- [Unassign Domain from App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/unassign-domain-from-app.md): Remove the assignment between a domain and an app.
- [Validate Custom Domain](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/custom-domains/validate-custom-domain.md): Manually trigger DNS validation for a custom domain. Useful for retrying failed validations after DNS configuration changes.
- [List Invoices](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/list-invoices.md): Retrieve billing invoices for a project.
- [List Payment Methods](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/list-payment-methods.md): Retrieve saved payment methods for a project.
- [Remove Payment Method](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/remove-payment-method.md): Delete a saved payment method from a project.
- [Get Payment URL](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/get-payment-url.md): Generate a Stripe checkout URL for adding a payment method.
- [Get Subscription](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/get-subscription.md): Retrieve the current subscription plan and status for a project.
- [Change Plan](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/subscriptions/change-plan.md): Upgrade or downgrade the subscription plan for a project.
- [List Service Accounts](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/service-accounts/list-service-accounts.md): List all service accounts for a project.
- [Create Service Account](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/service-accounts/create-service-account.md): Create a new service account for a project.
- [Delete Service Account](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/service-accounts/delete-service-account.md): Delete a service account.
- [Update Service Account](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/service-accounts/update-service-account.md): Update service account grants.
- [List Service Account Keys](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/service-accounts/list-service-account-keys.md): List all tokens for a service account.
- [List Users](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/users/list-users.md): Retrieve all users with access to a project.
- [Invite User](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/users/invite-user.md): Invite a user to join a project.
- [Remove User](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/users/remove-user.md): Remove a user from a project.
- [List Volumes](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/volumes/list-volumes.md): Retrieve a list of volumes for a specific project.
- [Get Volume Alerts](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/volumes/get-volume-alerts.md): Retrieve the storage alert thresholds configured for the project.
- [Update Volume Alerts](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/volumes/update-volume-alerts.md): Replace the storage alert thresholds for the project. The project owner is emailed when a volume's used space crosses a configured threshold.
- [Resize Volume](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/volumes/resize-volume.md): Modify the size of a specific volume.
- [Complete File Upload](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/files/complete-file-upload.md): Finalize the file upload process to a specific volume. Intended for internal use - rather use the `cerebrium cp` command.
- [Initialize File Upload](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/files/initialize-file-upload.md): Begin the file upload process to a specific volume. Intended for internal use - rather use the `cerebrium cp` command.
- [Download File](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/files/download-file.md): Download a file from a specific volume.
- [List Files](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/files/list-files.md): Retrieve a list of files in a specified volume. Intended for internal use - rather use the `cerebrium ls` command.
- [Delete File](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/files/delete-file.md): Remove a file from a specific volume. Intended for internal use - rather use the `cerebrium rm` command.
- [Run App](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/cerebrium-run/run-app.md): Execute code on a deployed app.
- [List Integrations](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/list-integrations.md): List all integrations for a project.
- [Remove GitHub Integration](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/remove-github-integration.md): Remove the GitHub integration from a project.
- [Get GitHub Install URL](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/get-github-install-url.md): Generate a GitHub App installation URL for a project.
- [List GitHub Repos](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/list-github-repos.md): List accessible GitHub repositories for the project's GitHub integration.
- [Get Repo Metadata](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/get-repo-metadata.md): Retrieve metadata for a GitHub repository.
- [List GitHub Branches](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/list-github-branches.md): List branches for a GitHub repository.
- [Get TOML Config](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/get-toml-config.md): Parse and retrieve the cerebrium.toml configuration from a GitHub repository.
- [Get Repo File Tree](https://cerebrium-mintlify-de397217.mintlify.site/api-reference/integrations/get-repo-file-tree.md): Retrieve the file tree for a GitHub repository.

## OpenAPI Specs

- [openapi_spec](https://s3.eu-west-1.amazonaws.com/www.cerebrium.ai/openapi_spec.json)

## Optional

- [Dashboard](https://dashboard.cerebrium.ai/login)
- [Blog](https://cerebrium.ai/blog)
- [Community](https://discord.gg/ATj6USmeE2)
- [Status](https://status.cerebrium.ai)
- [Pricing](https://www.cerebrium.ai/pricing)