> ## Documentation Index > Fetch the complete documentation index at: https://docs.reactor.inc/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > To build and serve your own model, start at /deploy/development/quickstart and /deploy/development/overview. Deploying is the default path: reactor init scaffolds a workspace, reactor auth login authenticates, and reactor model deploy registers the model, publishes the release with the weights/ folder, and activates it on Reactor's GPUs, in one command from that workspace. Docker must be running, because the publish step builds the image locally. Bump model.version in reactor.yaml before redeploying a change, because a release that already has an image is reactivated as it is. Deployment access is granted per account, so contact team@reactor.inc if a deploy is refused. Every key in reactor.yaml is documented at /deploy/platform/reactor-yaml. Model code imports reactor_runtime; Python client code imports reactor_sdk. The runtime overview explains the model interface. Running the model on your own machine with reactor run is optional and needs a GPU you attach with --gpus; /deploy/development/local-testing covers that loop and pairs a complete brightness model with a Python client test in a separate brightness-test workspace. > Reactor hosts multiple models, each with its own connect slug (modelName) and command/event schema. The video model catalog — slug, typed SDK package, and links to its schema — is at /model-api-reference/overview. Robotics policy documentation starts at /robotics/overview; The launch policies are Cosmos Nano DROID (/robotics/cosmos/nano-policy-droid/), DreamZero DROID (/robotics/dreamzero/droid/), and FLUX Action DROID (/robotics/flux-action/droid/), organized by model family and embodiment. Some models expose one slug per experience (e.g. HappyOyster); always take the slug from the model's own pages, never guess it. > Fastest path to a working app: `npx create-reactor-app my-app --model=` scaffolds a complete app with secure auth wired up. Typed TypeScript SDKs are published as @reactor-models/; Python uses the base reactor-sdk package. > Auth: exchange an API key (rk_...) for a JWT via POST https://api.reactor.inc/tokens from your server. Never put the API key in client-side code. > Append .md to any docs URL for clean Markdown. Search these docs via the MCP server at https://docs.reactor.inc/mcp. # Get session totals > Returns exact session counts and run time for one date window: a total, one entry per UTC day, and one entry per model. Use it for counts and charts. The access rule is the same as `GET /accounts/{account_id}/sessions`. A session counts on the UTC day it was created, including all of its run time. A closed session ran from `created_at` to `updated_at`; an open session runs until the time of the request. The window may be at most 366 days. A window holding more than 200,000 sessions returns `422`, and a read longer than 20 seconds returns `504`. Neither returns partial counts; use a narrower window. ## OpenAPI ````yaml /openapi.yaml get /accounts/{account_id}/sessions/stats openapi: 3.1.0 info: title: Reactor Platform API version: '1' description: > The Reactor Platform API mints session tokens, starts and operates sessions, negotiates media transport, and manages your account, models, and deployments. Every path is relative to `https://api.reactor.inc`. See the [Introduction](/platform-api/introduction) and [Authentication](/platform-api/authentication) pages for credentials, versioning, and errors. contact: name: Reactor support url: https://docs.reactor.inc/resources/support servers: - url: https://api.reactor.inc description: Production security: - apiKey: [] tags: - name: Status description: >- Public, unauthenticated endpoints for service health, pricing, and the values the API accepts. - name: Tokens description: > Exchange a long-lived API key for a short-lived, session-scoped token that a client can use to create and operate sessions without holding the key. - name: Users description: > Read your own user record, your account's roster, and account memberships, and manage member roles as an account admin. - name: API Keys description: >- Revoke API keys. Use the [Dashboard](https://reactor.inc/dashboard) to list or create keys. The CLI can also create a key with `reactor auth login`. - name: Sessions description: > Create, inspect, and end sessions. A session holds one running model for one client application; media and messages flow over a transport you attach to it afterwards. - name: Transport description: > Attach a client to a session. WebRTC signaling carries ICE servers, SDP, and ICE candidates; a LiveKit room connection lets the session join a room you host. - name: Files description: > Upload files a model reads, either for one running session or ahead of time for sessions you have not started yet. - name: Recordings description: > Fetch the recorded video of a session as an HLS playlist, during the session or after it ends. - name: Accounts description: > Read and manage the account your credential acts in: its name and slug, its credit balance, its effective quotas, and its accelerator capacity. - name: Invitations description: > Invite people to your account by email, and manage pending invitations. The recipient accepts from the emailed link while signed in to the dashboard. - name: Usage description: > List the sessions your account has run, filter them by status, date, model, or API key, and read exact session totals for a date window. - name: Models description: > Register, read, update, and delete the models your account serves, and list the models you can use. The `reactor model` CLI commands are built on these endpoints. - name: Releases description: > Register a model's versioned releases, push their container image, and deploy a release with a per-region instance plan. - name: Model Weights description: > Upload and inspect the weights bundle of a release: single-request uploads, multipart uploads for large files, and the server-side finalize that marks a bundle complete. - name: Model Schemas description: > Attach an OpenAPI schema to a release that describes the model's commands, messages, and tracks. Schemas of public models are readable without credentials. - name: Model Access description: | Share a private model with other accounts, one environment at a time. - name: Projects description: > A project is the deploy identity of a model you serve on Reactor. Each model is one project, with its own UUID. Creating a project also creates its `production` environment. - name: Environments description: > An environment is a named deploy target of a project, such as `production` or `staging`. Each write to an environment creates its next revision, and the newest revision is what the environment runs. Environment access grants let another account start sessions on one environment. - name: Revisions description: > A revision is an immutable, numbered snapshot of one environment: its model image, weights, resources, instances, and variables. An environment's revisions, newest first, are its change log. - name: Images description: > Model images are the container images pushed to your model's repository, named by digest. Experimental: this API can change without notice. - name: Weight Sets description: > A weight set is a version-2 weights bundle, named by its set digest. Push the files, then put the manifest. Available when weight sets are enabled for your account. Experimental: this API can change without notice. - name: Tags description: > A tag is a movable name on one model image or one weight set of a project. A release of the model is a read-only tag. Experimental: this API can change without notice. paths: /accounts/{account_id}/sessions/stats: get: tags: - Usage summary: Get session totals description: > Returns exact session counts and run time for one date window: a total, one entry per UTC day, and one entry per model. Use it for counts and charts. The access rule is the same as `GET /accounts/{account_id}/sessions`. A session counts on the UTC day it was created, including all of its run time. A closed session ran from `created_at` to `updated_at`; an open session runs until the time of the request. The window may be at most 366 days. A window holding more than 200,000 sessions returns `422`, and a read longer than 20 seconds returns `504`. Neither returns partial counts; use a narrower window. operationId: getAccountSessionStats parameters: - $ref: '#/components/parameters/AccountId' - name: after in: query required: true description: >- Inclusive lower bound on `created_at`, as a `YYYY-MM-DD` date read as midnight UTC. schema: type: string format: date example: '2026-10-01' - name: before in: query required: true description: >- Exclusive upper bound on `created_at`, as a `YYYY-MM-DD` date read as midnight UTC. At most 366 days after `after`. schema: type: string format: date example: '2026-11-01' - $ref: '#/components/parameters/AccountSessionModel' responses: '200': description: The session totals for the window. content: application/json: schema: $ref: '#/components/schemas/AccountSessionStats' example: total: 10432 by_day: - day: '2026-10-01' sessions: 312 seconds: 48120 - day: '2026-10-02' sessions: 0 seconds: 0 by_model: - model: reactor/helios sessions: 8001 seconds: 1200400 - model: your-org/your-model sessions: 2431 seconds: 301877 '400': description: > `invalid_request`: `account_id` is not a UUID, `after` or `before` is missing or not `YYYY-MM-DD`, `after` is not before `before`, or the window is longer than 366 days. content: application/json: schema: $ref: '#/components/schemas/Error' example: error: invalid_request message: 'invalid window: must be at most 366 days' '401': $ref: '#/components/responses/Unauthorized' '403': $ref: '#/components/responses/Forbidden' '422': description: >- `session_stats_too_large`: the window holds more than 200,000 sessions. Use a narrower window. content: application/json: schema: $ref: '#/components/schemas/Error' example: error: session_stats_too_large message: >- the window holds more than 200000 sessions; use a narrower window '503': $ref: '#/components/responses/ServiceUnavailable' '504': description: >- `session_stats_timeout`: the read took longer than 20 seconds. Use a narrower window. content: application/json: schema: $ref: '#/components/schemas/Error' example: error: session_stats_timeout message: >- the session stats took too long to compute; use a narrower window components: parameters: AccountId: name: account_id in: path required: true description: The account's ID. Use the `account_id` from `GET /me`. schema: type: string format: uuid AccountSessionModel: name: model in: query required: false description: >- Exact, case-sensitive match on the session's model name, for example `reactor/helios`. Surrounding spaces are trimmed; an empty value means no filter. schema: type: string example: reactor/helios schemas: AccountSessionStats: type: object required: - total - by_day - by_model properties: total: type: integer format: int64 description: Sessions created in the window, after the model filter. by_day: type: array description: >- One entry per UTC day in the window, oldest first, including days with no sessions. items: $ref: '#/components/schemas/AccountSessionDayStats' by_model: type: array description: >- One entry per model with sessions in the window, by `sessions` descending, then `model` ascending. items: $ref: '#/components/schemas/AccountSessionModelStats' Error: type: object required: - error properties: error: type: string description: >- A stable error code (for example `not_found`) on newer routes, or a sentence on older ones. When `message` is present, branch on `error`. message: type: string description: >- A human-readable explanation. Do not parse it; its wording may change. resource: type: string description: The type of the resource a `not_found` refers to. reason: type: string description: >- A more specific cause for `failed_precondition`, `aborted`, and some `invalid_request` errors. AccountSessionDayStats: type: object properties: day: type: string format: date description: The UTC day. sessions: type: integer format: int64 description: Sessions created that day. seconds: type: integer format: int64 description: Total run time of those sessions in whole seconds. AccountSessionModelStats: type: object properties: model: type: string description: The model's name, for example `reactor/helios`. sessions: type: integer format: int64 description: Sessions of this model in the window. seconds: type: integer format: int64 description: Total run time of those sessions in whole seconds. responses: Unauthorized: description: The credential is missing, invalid, or expired. content: application/json: schema: $ref: '#/components/schemas/Error' Forbidden: description: >- The credential is valid but may not perform this action, or the resource is outside the caller's permission boundary. A resource you cannot see returns `403` whether or not it exists. content: application/json: schema: $ref: '#/components/schemas/Error' ServiceUnavailable: description: A dependency is temporarily unavailable. Retry with backoff. content: application/json: schema: $ref: '#/components/schemas/Error' securitySchemes: apiKey: type: http scheme: bearer description: >- A Reactor API key (`rk_...`), sent as `Authorization: Bearer rk_...`. Keep it on a server. ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.