What the data for this category looks like
Data for this category primarily comes from the national integrated government service platform's "One Matter" special zone, local integrated government service platforms, electronic certificate repositories, and departmental approval systems. The update frequency is daily. Daily processed documents include joint handling item lists, one-time notice sheets, joint handling application forms, material circulation sheets, parallel approval opinions, and completion receipts. Document structures include structured forms, unstructured explanatory text, and marked image materials. Field naming differs across documents from various sources, covering core information such as item name, handling department, material requirements, and circulation status.
What constraints these characteristics impose on the model integration and configuration link
Daily updated multi-source data requires model integration configuration to support cross-domain data calls and real-time synchronization needs. Diverse document structures and differentiated fields require configuration to support multi-format content parsing and flexible structured extraction. Core time-consuming links such as decomposing pre-post relationships of cross-departmental items and merging application materials require model context parameters to carry sufficient associated information. Government service compliance requirements demand that permission configuration for model integration strictly matches data access scope to avoid sensitive information leakage.
How to set the configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
maxContext | 8000–12000 token | Joint handling items involve multi-source data such as cross-departmental item lists and circulation records. Complete context information is needed to accurately decompose handling relationships |
maxTokens | 2000–3000 token | Processing output for a single joint handling item must cover complete explanations such as material reuse and status tracking, to avoid content truncation |
vision | Enabled | Parsing image materials with forms or seals such as joint handling application forms and completion receipts requires this setting to extract structured information |
temperature | 0.3–0.5 | Stable generation of pre-post relationship descriptions and handling steps for joint handling items is required, to avoid vague or inconsistent results |
AIPROXY_API_ENDPOINT | Government service-specific proxy access address | This adapts to cross-departmental government data call demands, ensuring data transmission security and compliance |
AIPROXY_API_TOKEN | Exclusive token bound to government data permissions | This restricts model access scope, only allowing calls to authorized joint handling-related data |
Three common configuration errors
- Failure to parse image content from joint handling application forms when calling multimodal models, with the interface displaying "unable to recognize image content". The cause is that the
visionconfiguration item is not enabled, or the model is not adapted to form image formats used in government service scenarios. - A 404 error is returned when adding a local Ollama model via the AI proxy. The cause is that the address configured for
AIPROXY_API_ENDPOINTdoes not correctly point to the proxy forwarding path of the local model, or the token permission does not cover local model calls. - The Chat model runs normally in FastGPT v4.17.0, but the Embedding model cannot connect to OneAPI, with OneAPI returning a connection error. The cause is that model integration parameters are not adjusted for government service structured data, causing the request format to not comply with OneAPI's verification rules.
How to verify successful configuration
- Upload a scanned paper copy of a joint handling item, call the multimodal model to verify that it can correctly extract fields such as handling department and material requirements from the form.
- After configuring
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKEN, initiate a test call to verify that the model can normally return the decomposition result of the joint handling item. - After adjusting the
temperatureparameter, call the processing request for the same joint handling item multiple times to verify the consistency of the output results. - Simulate a cross-departmental material circulation scenario to verify that the model can correctly recognize the pre-post handling relationships of items.
The values provided here 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.