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Zendesk Integration
Customer support and helpdesk management with Zendesk integration for CrewAI.
Overview
Enable your agents to manage customer support operations through Zendesk. Create and update tickets, manage users, track support metrics, and streamline your customer service workflows with AI-powered automation.
Prerequisites
Before using the Zendesk integration, ensure you have:
- A CrewAI Enterprise account with an active subscription
- A Zendesk account with appropriate API permissions
- Connected your Zendesk account through the Integrations page
Available Tools
Ticket Management
Description: Create a new support ticket in Zendesk.
Parameters:
ticketSubject
(string, required): Ticket subject line (e.g., “Help, my printer is on fire!”)ticketDescription
(string, required): First comment that appears on the ticket (e.g., “The smoke is very colorful.”)requesterName
(string, required): Name of the user requesting support (e.g., “Jane Customer”)requesterEmail
(string, required): Email of the user requesting support (e.g., “jane@example.com”)assigneeId
(string, optional): Zendesk Agent ID assigned to this ticket - Use Connect Portal Workflow Settings to allow users to select an assigneeticketType
(string, optional): Ticket type - Options: problem, incident, question, taskticketPriority
(string, optional): Priority level - Options: urgent, high, normal, lowticketStatus
(string, optional): Ticket status - Options: new, open, pending, hold, solved, closedticketDueAt
(string, optional): Due date for task-type tickets (ISO 8601 timestamp)ticketTags
(string, optional): Array of tags to apply (e.g.,["enterprise", "other_tag"]
)ticketExternalId
(string, optional): External ID to link tickets to local recordsticketCustomFields
(object, optional): Custom field values in JSON format
Description: Update an existing support ticket in Zendesk.
Parameters:
ticketId
(string, required): ID of the ticket to update (e.g., “35436”)ticketSubject
(string, optional): Updated ticket subjectrequesterName
(string, required): Name of the user who requested this ticketrequesterEmail
(string, required): Email of the user who requested this ticketassigneeId
(string, optional): Updated assignee ID - Use Connect Portal Workflow SettingsticketType
(string, optional): Updated ticket type - Options: problem, incident, question, taskticketPriority
(string, optional): Updated priority - Options: urgent, high, normal, lowticketStatus
(string, optional): Updated status - Options: new, open, pending, hold, solved, closedticketDueAt
(string, optional): Updated due date (ISO 8601 timestamp)ticketTags
(string, optional): Updated tags arrayticketExternalId
(string, optional): Updated external IDticketCustomFields
(object, optional): Updated custom field values
Description: Retrieve a specific ticket by its ID.
Parameters:
ticketId
(string, required): The ticket ID to retrieve (e.g., “35436”)
Description: Add a comment or internal note to an existing ticket.
Parameters:
ticketId
(string, required): ID of the ticket to add comment to (e.g., “35436”)commentBody
(string, required): Comment message (accepts plain text or HTML, e.g., “Thanks for your help!”)isInternalNote
(boolean, optional): Set to true for internal notes instead of public replies (defaults to false)isPublic
(boolean, optional): True for public comments, false for internal notes
Description: Search for tickets using various filters and criteria.
Parameters:
ticketSubject
(string, optional): Filter by text in ticket subjectticketDescription
(string, optional): Filter by text in ticket description and commentsticketStatus
(string, optional): Filter by status - Options: new, open, pending, hold, solved, closedticketType
(string, optional): Filter by type - Options: problem, incident, question, task, no_typeticketPriority
(string, optional): Filter by priority - Options: urgent, high, normal, low, no_priorityrequesterId
(string, optional): Filter by requester user IDassigneeId
(string, optional): Filter by assigned agent IDrecipientEmail
(string, optional): Filter by original recipient email addressticketTags
(string, optional): Filter by ticket tagsticketExternalId
(string, optional): Filter by external IDcreatedDate
(object, optional): Filter by creation date with operator (EQUALS, LESS_THAN_EQUALS, GREATER_THAN_EQUALS) and valueupdatedDate
(object, optional): Filter by update date with operator and valuedueDate
(object, optional): Filter by due date with operator and valuesort_by
(string, optional): Sort field - Options: created_at, updated_at, priority, status, ticket_typesort_order
(string, optional): Sort direction - Options: asc, desc
User Management
Description: Create a new user in Zendesk.
Parameters:
name
(string, required): User’s full nameemail
(string, optional): User’s email address (e.g., “jane@example.com”)phone
(string, optional): User’s phone numberrole
(string, optional): User role - Options: admin, agent, end-userexternalId
(string, optional): Unique identifier from another systemdetails
(string, optional): Additional user detailsnotes
(string, optional): Internal notes about the user
Description: Update an existing user’s information.
Parameters:
userId
(string, required): ID of the user to updatename
(string, optional): Updated user nameemail
(string, optional): Updated email (adds as secondary email on update)phone
(string, optional): Updated phone numberrole
(string, optional): Updated role - Options: admin, agent, end-userexternalId
(string, optional): Updated external IDdetails
(string, optional): Updated user detailsnotes
(string, optional): Updated internal notes
Description: Retrieve a specific user by their ID.
Parameters:
userId
(string, required): The user ID to retrieve
Description: Search for users using various criteria.
Parameters:
name
(string, optional): Filter by user nameemail
(string, optional): Filter by user email (e.g., “jane@example.com”)role
(string, optional): Filter by role - Options: admin, agent, end-userexternalId
(string, optional): Filter by external IDsort_by
(string, optional): Sort field - Options: created_at, updated_atsort_order
(string, optional): Sort direction - Options: asc, desc
Administrative Tools
Description: Retrieve all standard and custom fields available for tickets.
Parameters:
paginationParameters
(object, optional): Pagination settingspageCursor
(string, optional): Page cursor for pagination
Description: Get audit records (read-only history) for tickets.
Parameters:
ticketId
(string, optional): Get audits for specific ticket (if empty, retrieves audits for all non-archived tickets, e.g., “1234”)paginationParameters
(object, optional): Pagination settingspageCursor
(string, optional): Page cursor for pagination
Custom Fields
Custom fields allow you to store additional information specific to your organization:
[
{ "id": 27642, "value": "745" },
{ "id": 27648, "value": "yes" }
]
Ticket Priority Levels
Understanding priority levels:
- urgent - Critical issues requiring immediate attention
- high - Important issues that should be addressed quickly
- normal - Standard priority for most tickets
- low - Minor issues that can be addressed when convenient
Ticket Status Workflow
Standard ticket status progression:
- new - Recently created, not yet assigned
- open - Actively being worked on
- pending - Waiting for customer response or external action
- hold - Temporarily paused
- solved - Issue resolved, awaiting customer confirmation
- closed - Ticket completed and closed
Usage Examples
Basic Zendesk Agent Setup
from crewai import Agent, Task, Crew
from crewai_tools import CrewaiEnterpriseTools
# Get enterprise tools (Zendesk tools will be included)
enterprise_tools = CrewaiEnterpriseTools(
enterprise_token="your_enterprise_token"
)
# Create an agent with Zendesk capabilities
zendesk_agent = Agent(
role="Support Manager",
goal="Manage customer support tickets and provide excellent customer service",
backstory="An AI assistant specialized in customer support operations and ticket management.",
tools=[enterprise_tools]
)
# Task to create a new support ticket
create_ticket_task = Task(
description="Create a high-priority support ticket for John Smith who is unable to access his account after password reset",
agent=zendesk_agent,
expected_output="Support ticket created successfully with ticket ID"
)
# Run the task
crew = Crew(
agents=[zendesk_agent],
tasks=[create_ticket_task]
)
crew.kickoff()
Filtering Specific Zendesk Tools
from crewai_tools import CrewaiEnterpriseTools
# Get only specific Zendesk tools
enterprise_tools = CrewaiEnterpriseTools(
enterprise_token="your_enterprise_token",
actions_list=["zendesk_create_ticket", "zendesk_update_ticket", "zendesk_add_comment_to_ticket"]
)
support_agent = Agent(
role="Customer Support Agent",
goal="Handle customer inquiries and resolve support issues efficiently",
backstory="An experienced support agent who specializes in ticket resolution and customer communication.",
tools=enterprise_tools
)
# Task to manage support workflow
support_task = Task(
description="Create a ticket for login issues, add troubleshooting comments, and update status to resolved",
agent=support_agent,
expected_output="Support ticket managed through complete resolution workflow"
)
crew = Crew(
agents=[support_agent],
tasks=[support_task]
)
crew.kickoff()
Advanced Ticket Management
from crewai import Agent, Task, Crew
from crewai_tools import CrewaiEnterpriseTools
enterprise_tools = CrewaiEnterpriseTools(
enterprise_token="your_enterprise_token"
)
ticket_manager = Agent(
role="Ticket Manager",
goal="Manage support ticket workflows and ensure timely resolution",
backstory="An AI assistant that specializes in support ticket triage and workflow optimization.",
tools=[enterprise_tools]
)
# Task to manage ticket lifecycle
ticket_workflow = Task(
description="""
1. Create a new support ticket for account access issues
2. Add internal notes with troubleshooting steps
3. Update ticket priority based on customer tier
4. Add resolution comments and close the ticket
""",
agent=ticket_manager,
expected_output="Complete ticket lifecycle managed from creation to resolution"
)
crew = Crew(
agents=[ticket_manager],
tasks=[ticket_workflow]
)
crew.kickoff()
Support Analytics and Reporting
from crewai import Agent, Task, Crew
from crewai_tools import CrewaiEnterpriseTools
enterprise_tools = CrewaiEnterpriseTools(
enterprise_token="your_enterprise_token"
)
support_analyst = Agent(
role="Support Analyst",
goal="Analyze support metrics and generate insights for team performance",
backstory="An analytical AI that excels at extracting insights from support data and ticket patterns.",
tools=[enterprise_tools]
)
# Complex task involving analytics and reporting
analytics_task = Task(
description="""
1. Search for all open tickets from the last 30 days
2. Analyze ticket resolution times and customer satisfaction
3. Identify common issues and support patterns
4. Generate weekly support performance report
""",
agent=support_analyst,
expected_output="Comprehensive support analytics report with performance insights and recommendations"
)
crew = Crew(
agents=[support_analyst],
tasks=[analytics_task]
)
crew.kickoff()
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