Dialogflow CX | Operate As Docs

Conversational agents with Dialogflow CX and ES: agents, intents, flows and sessions

Website: cloud.google.com/dialogflow
Connects by: Signing in with Google
Category: AI
Part of: Google
Tools: 442

Service	Key	Base URL
Dialogflow CX	`dialogflow`	`https://dialogflow.googleapis.com`

Connecting

Your client presses Connect on their link and approves on Google's own screen. Operate As never sees their password.

Check they're connected

curl https://api.operate.as/v1/me/clients \
  -H "Authorization: Bearer $OPERATE_AS_API_KEY"

curl https://api.operate.as/v1/me/clients \  -H "Authorization: Bearer $OPERATE_AS_API_KEY"

Response

[
  {
    "id": "6f1c2a7e-...",
    "name": "Miller Dental",
    "services": [
      "dialogflow"
    ]
  }
]

[  {    "id": "6f1c2a7e-...",    "name": "Miller Dental",    "services": [      "dialogflow"    ]  }]

Permissions

What the client reads	Permission it asks for
See and manage your Dialogflow agents	`https://www.googleapis.com/auth/dialogflow`
See and manage your Google Cloud resources	`https://www.googleapis.com/auth/cloud-platform`

Tools

Install Dialogflow CX's typed package for your language:

pip install operate-as-dialogflow

pip install operate-as-dialogflow

Run dialogflow.projects_agent_entity_types_batch_delete

curl -X POST https://api.operate.as/v1/actions/dialogflow.projects_agent_entity_types_batch_delete \
  -H "Authorization: Bearer $OPERATE_AS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "clientId": "6f1c2a7e-...",
    "input": {
      "parent": "<parent>"
    }
  }'

curl -X POST https://api.operate.as/v1/actions/dialogflow.projects_agent_entity_types_batch_delete \  -H "Authorization: Bearer $OPERATE_AS_API_KEY" \  -H "Content-Type: application/json" \  -d '{    "clientId": "6f1c2a7e-...",    "input": {      "parent": "<parent>"    }  }'

Shows the required inputs. Every input, with its JSON Schema: GET /v1/actions/dialogflow.projects_agent_entity_types_batch_delete

Response

{
  "status": 200,
  "data": {
    "…": "the service's own response"
  },
  "encoding": "json"
}

{  "status": 200,  "data": {    "…": "the service's own response"  },  "encoding": "json"}

Pass-through

Paths continue from https://dialogflow.googleapis.com. Your Operate As key goes in Authorization; the client's access is added for you.

See Pass-through requests for the full request and response format.

Call any endpoint

curl "https://api.operate.as/v1/clients/6f1c2a7e-.../dialogflow/v3/projects/operateascheck/locations/global/agents" \
  -H "Authorization: Bearer $OPERATE_AS_API_KEY"

curl "https://api.operate.as/v1/clients/6f1c2a7e-.../dialogflow/v3/projects/operateascheck/locations/global/agents" \  -H "Authorization: Bearer $OPERATE_AS_API_KEY"

Response

{
  "status": 200,
  "data": {
    "…": "the service's own response"
  },
  "encoding": "json"
}

{  "status": 200,  "data": {    "…": "the service's own response"  },  "encoding": "json"}

When access ends

Operate As renews the sign-in before it runs out and checks it daily. If Google refuses to renew it, the service shows Expired, you're alerted, and your client reconnects from the same link.

See Keeping access alive and Removing access.

Calls answer

HTTP/1.1 409 Conflict
Content-Type: application/json

{
  "detail": "Miller Dental's Google access ended. Send them their link to reconnect."
}

HTTP/1.1 409 ConflictContent-Type: application/json{  "detail": "Miller Dental's Google access ended. Send them their link to reconnect."}

Your webhook receives

{
  "id": "evt_3f9a1c…",
  "type": "connection.expired",
  "createdAt": "2026-10-16T08:00:00+00:00",
  "data": {
    "clientId": "6f1c2a7e-...",
    "clientName": "Miller Dental",
    "provider": "google",
    "services": [
      "dialogflow"
    ],
    "reconnectUrl": "https://…"
  }
}

{  "id": "evt_3f9a1c…",  "type": "connection.expired",  "createdAt": "2026-10-16T08:00:00+00:00",  "data": {    "clientId": "6f1c2a7e-...",    "clientName": "Miller Dental",    "provider": "google",    "services": [      "dialogflow"    ],    "reconnectUrl": "https://…"  }}