What the data for this category looks like
This data comes from ticketing systems, customer service chat logs, product operation logs, and customer contract SLA documents, with an update cadence of daily or real-time. Daily processed documents include original ticket submissions from customers, standardized issue triage tables, single-service processing records, and periodic service reports. Data fields include unique ticket identifiers, customer-associated information, problem description text, triage tags, response time limit requirements, and processing status identifiers, with no additional custom statistical fields.
What constraints these characteristics impose on the "workflow orchestration" link
Ticket data comes from dispersed sources and has inconsistent formats. Workflow orchestration must support multi-source data access nodes, and adapt to ticket and log inputs in different formats. Real-time update business rhythms require workflow trigger nodes to be configured as event-driven. Scheduled polling must be avoided to prevent processing delays. Standardized triage processes require built-in clear branch judgment nodes in workflows, to match preset issue triage rules. Timeout trigger nodes must also be configured, to match response time limit requirements in customer contracts, and ensure the process complies with service specifications.
How to set configurations
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
| Event Trigger Method | Trigger on ticket creation events | Matches the real-time update business rhythm of ticket data, avoids polling delays |
| Multi-source Data Access | Parallel access to ticketing system and chat record APIs | Adapts to dispersed data sources, reduces processing time |
| Branch Judgment Node | Match triage rules via problem keywords | Meets the requirements of standardized issue triage processes |
variables | Bind ticket ID and customer identifier as global variables | Ensures core business identifiers can be reused across nodes in the process |
| Timeout Alert Configuration | Set timeout thresholds per SLA agreed time limits | Matches response time limit requirements in customer contracts |
Three common mistakes
- Missing text processing module after workflow import: The symptom is that when importing a workflow from an external JSON, the interface cannot display text processing-type nodes. The cause is that the imported workflow JSON does not include configuration metadata for the corresponding node, or the local FastGPT version is lower than v4.17.0, which does not support the compatible format of this module.
- Workflow cannot bind multi-source data interfaces: The symptom is that when configuring multiple data access nodes, it is not possible to call both the ticketing system and chat record APIs simultaneously. The cause is that parallel execution nodes are not correctly configured, or call permission parameters for multiple interfaces are not declared in
variables. - No response or unexpected format results after workflow triggers: The symptom is that the workflow does not start automatically after a ticket is created, or returns results in non-text format after execution. Troubleshooting items include: the
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENenvironment variables of the FastGPT server are not correctly configured, or the HTTP request node does not correctly set the file transfer format.
How to confirm the configuration is complete
- Check the FastGPT server environment variable configuration, confirm that
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENare correctly set, and thatAIPROXY_API_ENDPOINTdoes not append path suffixes such as/v1or/chat/completions. The upstream model channel configuration is not associated with this environment variable. - Trigger a test ticket creation, view the workflow execution log, and confirm that the multi-source data access node has successfully pulled content from the corresponding data sources.
- Simulate a timeout scenario, verify whether the timeout alert node triggers the corresponding notification process per the preset threshold.
- Export the JSON file of the current workflow, confirm that the metadata of all configuration nodes is complete, with no missing fields.
The values provided here are common starting points, and should be evaluated against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-10-19.