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API referenceCreate agent
  • Introduction
  • Authentication
    • GETVerify API key
  • Agents
    • POSTCreate agent
    • GETList agents
    • GETGet agent
    • PUTUpdate agent
    • DELDelete agent
    • POSTLink analysis groups to an agent
    • GETList analysis groups for an agent
  • Tools
    • POSTCreate tool
    • GETList tools
    • GETGet tool
    • PUTUpdate tool
    • DELDelete tool
    • POSTLink a tool to an agent
    • DELUnlink a tool from an agent
    • GETList tools for an agent
    • GETList agents for a tool
  • Analysis groups
    • POSTCreate analysis group
    • GETList analysis groups
    • GETGet analysis group
    • PUTUpdate analysis group
    • DELDelete analysis group
    • POSTLink an agent to an analysis group
    • POSTLink agents to an analysis group
    • GETList agents for an analysis group
    • DELUnlink an analysis group from an agent
  • Knowledge bases
    • POSTCreate knowledge base
    • GETList knowledge bases
    • GETGet knowledge base
    • PATCHUpdate knowledge base
    • DELDelete knowledge base
  • Documents
    • POSTAdd PDF document
    • POSTAdd text document
    • POSTAdd URL document
    • GETList documents
    • GETGet document
    • DELDelete document
  • Calls
    • POSTCreate outbound call
    • GETGet call
    • POSTSearch calls
    • POSTGet call analytics
    • POSTExport calls
    • GETGet recording download URL
    • POSTCreate outbound call (legacy path)
  • Web calls
    • POSTCreate web call
    • POSTCreate web call (legacy path)
  • SIP inbound
    • POSTCreate SIP inbound trunk
    • GETList SIP inbound trunks
    • GETGet SIP inbound trunk
    • DELDelete SIP inbound trunk
  • SIP outbound
    • POSTCreate SIP outbound trunk
    • GETList SIP outbound trunks
    • GETGet SIP outbound trunk
    • DELDelete SIP outbound trunk
  • Agent inbound links
    • POSTLink an agent to an inbound trunk
    • GETList agent inbound links
    • DELDelete agent inbound link
  • Text to speech
    • POSTGenerate speech
    • GETList voices
    • GETGet voice
    • POSTClone a voice
    • DELDelete cloned voice
  • Speech to text
    • POSTTranscribe an audio file
    • GETGet transcription job
    • GETList transcription jobs
    • WSStream speech to text
  • Contacts
    • POSTCreate contact
    • GETList contacts
    • GETSearch contacts
    • GETGet contact
    • PATCHUpdate contact
    • GETList conversations for a contact
  • Conversations
    • GETList conversations
    • POSTFilter conversations
    • POSTList conversations by contact
    • GETGet conversation
    • GETList conversation messages
    • POSTSend a message
    • POSTSend a message with an attachment
    • GETList conversation attachments
    • POSTAssign conversation
    • POSTChange conversation status
    • POSTChange conversation priority
    • POSTMark conversation as seen
  • Tickets
    • POSTCreate ticket
    • GETList tickets
    • POSTFilter tickets
    • POSTList tickets by contact
    • GETGet ticket
    • GETList ticket messages
    • POSTAdd a ticket message
    • POSTAdd a ticket message with attachments
    • POSTAssign ticket
    • POSTChange ticket status
    • POSTChange ticket priority
    • POSTChange ticket type
    • POSTCreate ticket inbox
    • GETList ticket inboxes
    • PATCHUpdate ticket inbox
    • DELDelete ticket inbox
  • WhatsApp
    • POSTConnect a WhatsApp number
    • GETList WhatsApp inboxes
    • GETGet WhatsApp inbox
    • PATCHUpdate WhatsApp inbox
    • DELDelete WhatsApp inbox
    • POSTCreate WhatsApp conversation
    • GETList WhatsApp conversations
    • POSTFilter WhatsApp conversations
    • POSTList WhatsApp conversations by contact
    • POSTAssign an agent to a WhatsApp number
    • GETGet the agent on a WhatsApp number
    • DELRemove the agent from a WhatsApp number
    • POSTGet WhatsApp analytics
  • Instagram
    • GETList Instagram accounts
    • GETGet Instagram account
    • DELDelete Instagram account
    • GETList Instagram conversations
    • POSTFilter Instagram conversations
    • POSTList Instagram conversations by contact
    • POSTAssign an agent to an Instagram account
    • GETGet the agent on an Instagram account
    • DELRemove the agent from an Instagram account
  • TikTok
    • GETList TikTok accounts
    • GETGet TikTok account
    • DELDelete TikTok account
    • GETList TikTok conversations
    • POSTFilter TikTok conversations
    • POSTList TikTok conversations by contact
    • POSTAssign an agent to a TikTok account
    • GETGet the agent on a TikTok account
    • DELRemove the agent from a TikTok account

Agents

Create agent

Creates a new agent in the project tied to your API key and returns the full agent configuration, including the generated agent_id. An agent bundles the conversational persona (who_are_you, goal, steps), the speaking voice and languages, behavioral toggles (interruptions, ambient/thinking sounds), optional dynamic variables, webhook callbacks, and optional links to existing tools and analysis groups. Only name is conceptually essential; the remaining fields tune behavior and have sensible defaults. This is typically the first step in the workflow: create the agent, then create an analysis group, then link them.

POST
https://api.nabrah.ai/api/ext/agent
Create agent
curl --request POST \
  --url 'https://api.nabrah.ai/api/ext/agent' \
  --header 'X-API-Key: <your-api-key>' \
  --header 'Content-Type: application/json' \
  --data '{
  "name": "Support Assistant",
  "start_first": true,
  "first_sentence": "مرحبًا، كيف يمكنني مساعدتك اليوم؟",
  "agent_type": "basic",
  "who_are_you": "You are Layla, a friendly customer support agent for Nabrah.",
  "goal": "Resolve the caller'\''s billing question or hand off to a human if needed.",
  "steps": "1) Greet the caller. 2) Identify the issue. 3) Look up account details. 4) Offer a resolution.",
  "allow_interruptions": true,
  "voice": "dania",
  "languages": [
    "ar"
  ],
  "stack": "latest"
}'
{
  "agent_id": "00000000-0000-4000-8000-000000000000",
  "project_id": "00000000-0000-4000-8000-000000000000",
  "created_by_email": "string",
  "created_at": "2026-01-15T12:00:00.000Z",
  "last_update": "2026-01-15T12:00:00.000Z",
  "name": "string",
  "start_first": false,
  "first_sentence": "string",
  "agent_type": "basic",
  "who_are_you": "string",
  "goal": "string",
  "steps": "string",
  "allow_interruptions": false,
  "voice": "dania",
  "support_data": "string",
  "languages": [
    "ar"
  ],
  "stack": "latest",
  "speech_speed": 0.7,
  "variables": [
    {
      "name": "string",
      "type": "string",
      "default_value": "string"
    }
  ],
  "pre_call_callback": {
    "url": "string",
    "parameters": [
      {
        "name": "string",
        "location": "header",
        "data_type": "string",
        "value": "string"
      }
    ]
  },
  "post_call_callback": {
    "url": "string",
    "parameters": [
      {
        "name": "string",
        "location": "header",
        "data_type": "string",
        "value": "string"
      }
    ]
  },
  "post_analysis_callback": {
    "url": "string",
    "parameters": [
      {
        "name": "string",
        "location": "header",
        "data_type": "string",
        "value": "string"
      }
    ]
  },
  "tools": [
    {
      "id": "00000000-0000-4000-8000-000000000000",
      "name": "string"
    }
  ],
  "system_tools": [
    {
      "id": "00000000-0000-4000-8000-000000000000",
      "name": "string",
      "config": {},
      "created_at": "2026-01-15T12:00:00.000Z",
      "updated_at": "2026-01-15T12:00:00.000Z",
      "when_to_use": "string"
    }
  ],
  "analysis_groups": [
    {
      "id": "00000000-0000-4000-8000-000000000000",
      "name": "string"
    }
  ],
  "background_ambient": false,
  "background_ambient_volume": 0,
  "thinking_sound": false,
  "thinking_sound_volume": 0,
  "language_mode": "single"
}

Key body fields

Field meanings as they appear in the request body.

Persona & conversation

name is a human-readable label. who_are_you describes the agent's identity/persona, goal states what the call should accomplish, and steps outlines the procedure the agent should follow. first_sentence is the opening line and start_first controls whether the agent speaks first.

namewho_are_yougoalstepsfirst_sentencestart_firstsupport_dataagent_type
Voice & language

voice is a TTS voice ID — obtain valid values from GET /api/ext/tts/voices (e.g. "dania"). languages is the list of supported language codes (e.g. "ar", "en"). language_mode is "single" or "multi"; when multilingual, dtmf_language_message can prompt the caller to choose. speech_speed is a multiplier (e.g. 0.7–1.5) and allow_interruptions lets the caller barge in.

voicelanguageslanguage_modedtmf_language_messagespeech_speedallow_interruptions
Audio ambience

background_ambient plays subtle background audio and background_ambient_volume sets its level; thinking_sound plays a filler sound while the agent processes and thinking_sound_volume sets its level.

background_ambientbackground_ambient_volumethinking_soundthinking_sound_volume
Tools, analysis groups & stack

tool_ids links existing tools (IDs from GET /api/ext/tool) and analysis_group_ids links existing analysis groups (IDs from GET /api/ext/analysis) at creation time. stack selects the model/runtime stack (e.g. "latest").

tool_idsanalysis_group_idsstack
Dynamic variables

variables are named placeholders the agent can reference at runtime; each has a name, a type, and a default_value.

variables
Webhook callbacks

pre_call_callback, post_call_callback, and post_analysis_callback each define an outbound HTTP webhook with a url and a list of parameters. Each parameter has a name, a location (e.g. "header", "query", "body"), a data_type, and a value.

pre_call_callbackpost_call_callbackpost_analysis_callback

Response

Returns the full AgentResponse with the new agent_id and resolved relations.

Capture the agent_id

Store the returned agent_id — you need it to fetch, update, delete, or link analysis groups to this agent. The response also expands linked tools, system_tools, and analysis_groups so you can confirm the wiring.

A 422 response means the body failed validation; inspect detail for the offending field path.

Callback delivery

Callbacks are sent once and never retried.

pre_call_callback

Called before each call, and before each chatbot reply on WhatsApp. Only an HTTP 200 JSON object is used; on any other response, an error or a timeout (10 seconds for calls, 30 seconds for WhatsApp) the conversation continues without those values.

pre_call_callback
post_call_callback{ "call_details": { "id", … } }

Sent once after a completed call, with a 30-second timeout. Calls that did not complete (for example no answer or busy) do not trigger it. Use call_details.id to deduplicate.

post_call_callback
post_analysis_callback

Same payload, sent once after the call's analysis finishes.

post_analysis_callback
Authentication

Callbacks are not signed. Add a secret header in parameters (location header) and check it on your side; body parameters are added to the JSON body.

Authorization

X-API-Keystringheaderrequired

Your workspace API key. Create one in the dashboard under API keys.

Body

application/json

Smallest practical payload: an Arabic-speaking agent with a persona and goal.

Minimal
{
  "name": "Support Assistant",
  "start_first": true,
  "first_sentence": "مرحبًا، كيف يمكنني مساعدتك اليوم؟",
  "agent_type": "basic",
  "who_are_you": "You are Layla, a friendly customer support agent for Nabrah.",
  "goal": "Resolve the caller's billing question or hand off to a human if needed.",
  "steps": "1) Greet the caller. 2) Identify the issue. 3) Look up account details. 4) Offer a resolution.",
  "allow_interruptions": true,
  "voice": "dania",
  "languages": [
    "ar"
  ],
  "stack": "latest"
}

Response

200

Successful Response

application/json

422

Validation Error

application/json

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