What data in this category consists of
Data sources for basic telecommunications operation documents include operation work order systems, government and enterprise customer service archives, network construction plan documents, tariff policy publicity documents, customer complaint feedback letters, and more. Update frequency: daily work orders are updated in real time, quarterly planning documents are updated monthly, and annual tariff policies are adjusted each year. There are two types of document structures:
- Structured documents with standardized fields, including work order number, acceptance time, fault level, involved base station ID, and other fields
- Unstructured long text documents, such as network optimization reports and government and enterprise cooperation agreements, with individual documents up to thousands of characters in length
What constraints these characteristics impose on model access and configuration
Standardized fields in structured documents require the model to accurately match specified business fields during calls, to prevent extraction results from deviating from business requirements. Real-time updated work order data requires context window configuration to adapt to frequently added business content, avoiding call interruptions caused by context overflow. Long-text network optimization reports and cooperation agreements require the model to support long context processing while maintaining accuracy of key information extraction. Field differences across different documents require the configuration to support parsing logic for multiple document types, preventing inconsistent format issues during cross-scenario calls.
How to configure settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
maxContext | 8000–12000 token | Adapts to long-text documents for basic telecommunications operations, prevents call failures caused by context overflow |
maxTokens | 2000–3000 token | Meets drafting and content generation needs for long documents such as government and enterprise cooperation agreements and network optimization reports |
temperature | 0.3–0.6 | Balances standardization and flexibility for document drafting, avoids generated content deviating from business specifications |
toolChoice | Automatic mode | Adapts to automatic field extraction and content generation needs for multiple document types, no manual tool specification required |
AIPROXY_API_ENDPOINT | Intranet-exclusive interface configured based on deployment environment | Adapts to intranet deployment scenarios for basic telecommunications operations, ensures business data security |
AIPROXY_API_TOKEN | Exclusive token assigned per permissions | Restricts access permissions for model calls, prevents unauthorized interface calls |
Three common configuration mistakes
- Phenomenon: Model calls return timeout errors or status code 500, with generated content empty or incomplete. Cause: The configuration fails to adapt to long-text documents for basic telecommunications operations, with
maxContextset too small, leading to context overflow. - Phenomenon: After FastGPT is deployed on a Windows system, model and application configurations are lost after device restart. Cause: Configuration files were not stored in a non-temporary system directory, which is cleared after restart.
- Phenomenon: Generated document fields are missing or do not meet business format specifications. Cause:
toolChoiceis set to manual mode, failing to automatically match business field extraction rules for the target document, leading to incorrect extraction of key information.
How to verify correct configuration
- Submit a standard operation work order document, call the model for field extraction, and confirm extracted results match work order number, fault level, and other fields in the source document.
- Call the model to generate a simple tariff publicity draft, and check that the output format matches business specifications with no obvious deviations.
- Review model call logs in FastGPT v4.17.0, confirm
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENare configured correctly, with no connection timeout or authorization failure records. - Adjust the
temperatureparameter to 0.5, generate two documents of the same type, and check the balance between consistency and flexibility of the generated content.
The values provided are common starting points and should be measured 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 2026-09-28.