What the data for this category looks like
Reference only; verify against the target FastGPT release and deployment documentation.
Constraints imposed by these characteristics on the model access and configuration link
Real-time updated process parameters require the model to respond quickly to short queries, so the single inference context limit must be capped. Long-text operation specifications and fault cases require the model to support a large context window, so the maxContext and maxTokens parameters must be adjusted. Structured process data with clear units requires the model to accurately recognize unit associations, so parameters must be configured to adapt to structured field parsing. Semi-structured inspection logs require the model to extract key information, so output format-related configurations must be adjusted.
How to Set the Configurations
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
maxContext | 8000–12000 token | Adapts to long-text operation specifications and fault cases for refinery and chemical production, avoiding context truncation |
maxTokens | 2000–3000 token | Meets output length requirements for fault disposal steps and process parameter interpretation |
quoteMaxToken | 1500 token | Limits the length of quoted document fragments, ensuring the model can focus on key process and fault information |
temperature | 0.3–0.5 | Reduces output randomness, ensuring consistent and accurate expression of process parameters and disposal processes |
AIPROXY_API_ENDPOINT | Fill in the dedicated interface address according to the deployment node | Adapts to the computing power server deployment environment, ensuring normal model call link operation |
AIPROXY_API_TOKEN | Fill in the access key bound to the project | Ensures valid identity verification for interface calls, preventing unauthorized access |
Three Common Configuration Mistakes
- Phenomenon: Rearrangement results after retrieval always show false. Testing works normally, but no valid rearrangement results appear during online calls. Cause: The correct rearrangement model deployment address is not bound in the model access configuration, or the configured
quoteMaxTokenparameter does not match the input length requirements of the rearrangement model. - Phenomenon: Long-text unit operation procedures cannot be parsed normally by the content extraction component, and empty fields are returned. Cause: The
maxContextparameter is not adjusted to fit the long document length, causing the model to fail to fully read the input document fragments. - Phenomenon: The model output only contains text descriptions, and no pie charts or bar charts for process parameter comparison are generated. Cause: The prompt does not explicitly specify the visual output format, and no model adaptation rules that support chart generation are configured.
How to Confirm the Configuration Is Correct
- Initiate a test query containing structured process parameters, check whether the model output accurately identifies parameter units and numerical values, and confirm that the
temperatureparameter is set as expected. - Import a single long-text unit operation procedure, test whether the model can fully read and extract key steps, and confirm that the
maxContextandmaxTokensparameter configurations fit the document length. - Call the rearrangement model associated interface, initiate a retrieval, check whether the sorting logic of the rearrangement results meets expectations, and confirm that the rearrangement model binding configuration is correct.
- Initiate a test query containing chart generation requirements, check whether the model output includes visual content in the specified format, and confirm that the prompt and model adaptation rule configurations match.
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.