Endpoints · 01

Trigger a webhook.

Send a JSON event scoped to an agent. Conversational agents receive it as a new message; workflow agents start a new run.

POST /api/agents/webhook/{agent_id}

Request

Path parameters

Name	Type	Description
`agent_id`	`string`	The agent that should receive the event. Copy it from the agent detail page in Studio.

Headers

Header	Required	Description
`Authorization`	Yes	`Bearer ak_<your-access-key>`
`Content-Type`	Yes	`application/json` for ordinary JSON triggers

Body

Any JSON body up to 1 MiB. Your agent interprets the body according to its configuration in Studio. The response shape depends on the agent type — shown below as request / response pairs.

If you need to send files larger than the inline JSON cap, upload them first via the upload endpoint and reference the returned fi_* id from your JSON body.

Conversational agent

The body lands as a new message in the agent's activity feed. The response returns the agent's reply inline, plus identifiers you can use to retrieve the full message record from Session management.

Request bodyJSON

{
  "message": "Order #4421 placed for Acme Corp",
  "metadata": {
    "source": "shopify-orders-create",
    "order_id": "4421"
  }
}

Response 200JSON

{
  "success": true,
  "session_id": "sess_01JV...",
  "message_id": "msg_01JV...",
  "agent_id": "agt_01HAKZ...",
  "organization_id": "org_01GZ...",
  "project_id": "proj_01HB...",
  "response": "Order received — I'll start processing right away.",
  "files": [],
  "token_usage": {
    "prompt_tokens": 412,
    "completion_tokens": 18,
    "total_tokens": 430
  },
  "processing_time": 1.24,
  "timestamp": "2026-05-27T08:14:22.381Z"
}

Field	Description
`session_id`	Identifies the conversation session. Stable across messages in the same thread.
`message_id`	Unique ID for this agent message. Use it to fetch the full record from Session management.
`agent_id`	The agent that processed the request.
`organization_id`	The org the agent belongs to.
`project_id`	The project the agent belongs to.
`response`	The agent's reply text.
`files`	Files the agent generated during this turn (currently PDFs from the `pdf_generator` tool). Always an array — empty when the agent didn't produce a file. See Generated files.
`token_usage`	Prompt, completion, and total token counts for this message.
`processing_time`	Wall-clock seconds from request receipt to response.

Generated files

When the agent runs a tool that produces a file (today, only the pdf_generator tool configured in Studio), the rendered file is uploaded to Firebase Storage and surfaced under files. Each entry is independently fetchable — the download token is baked into the URL, so no auth header is required.

Response 200 with a generated PDFJSON

{
  "success": true,
  "session_id": "sess_01JV...",
  "message_id": "msg_01JV...",
  "agent_id": "agt_01HAKZ...",
  "organization_id": "org_01GZ...",
  "project_id": "proj_01HB...",
  "response": "Here's your receipt — let me know if anything looks off.",
  "files": [
    {
      "file_url": "https://firebasestorage.googleapis.com/v0/b/.../o/agents%2Fagt_01HAKZ...%2Fgenerated_pdfs%2Fpdfgen-xyz.pdf?alt=media&token=...",
      "filename": "Order_Receipt.pdf",
      "size_bytes": 18342,
      "kind": "generated_pdf"
    }
  ],
  "token_usage": { "prompt_tokens": 612, "completion_tokens": 84, "total_tokens": 696 },
  "processing_time": 2.61,
  "timestamp": "2026-05-27T08:14:24.902Z"
}

Per-entry field	Description
`file_url`	Direct, tokenised Firebase Storage URL. Fetch with a plain GET — no auth.
`filename`	Slugified filename derived from the tool's `title` argument.
`size_bytes`	Size of the generated file in bytes.
`kind`	Source of the file. Currently always `"generated_pdf"`; new kinds may appear as more file-producing tools land.

Workflow agent

A new workflow run is queued. Poll Run management with the returned run_id to track progress and retrieve outputs.

Request bodyJSON

{
  "inputs": {
    "customer_email": "buyer@example.com",
    "amount_inr": 1499,
    "attachments": ["fi_a1b2c3d4e5f6..."]
  }
}

Response 202JSON

{
  "run_id": "run_01HZQ7K9...",
  "status": "queued"
}

Agent type is transparent

You don't specify the agent type in your request — it's configured in Studio. Changing the type later does not break existing webhook URLs.

Errors

Errors specific to this endpoint:

Status	When
401	Missing or malformed Bearer; key not found, revoked, or expired.
404	Agent doesn't exist, or belongs to a different org than the key.
413	Body exceeded the 1 MiB limit.
502	Upstream failure. Retry with backoff.

For the full list, see Errors.

Retries & idempotency

Retry on 502, 503, and 504 with exponential backoff — start at 1 s, cap at 60 s, give up after roughly 10 minutes. Do not retry on 4xx.

If a retry could produce a duplicate side effect, include an Idempotency-Key field inside your JSON body. Your agent or workflow can dedupe against it.