What this category of data looks like
This category of data comes from state-owned enterprise and public sector procurement platforms, public resource trading platforms, supplier databases, contract management systems, and audit issue databases, with a daily update frequency. Daily documents include procurement plans, requirement specifications, bidding documents, bid evaluation records, contracts, acceptance documents, and supplier complaint materials. Core fields cover procurement method basis, budget standards, scoring methods, supplier qualification requirements, performance acceptance clauses, etc. The configuration needs to adapt to both internal enterprise procurement systems and state-owned asset supervision requirements.
What constraints do these characteristics impose on the "model access and configuration" link
This category of data is multi-source and updated daily, so index configuration must adapt to documents from multiple sources such as enterprise procurement platforms and public resource trading platforms. Daily documents have large structural differences, with different field logics across procurement plans, complaint materials and other document types. Targeted chunking rules must be implemented. The configuration must cover both internal enterprise systems and state-owned asset supervision requirements, so the context length must support multi-clause references. Compliance scenarios require retrieved content to accurately correspond to specific clauses, so parameter boundaries for retrieval and generation must be strictly controlled to avoid generating content inconsistent with policy basis.
How to set the configurations
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | This category requires integrating multi-source policy documents; sufficient context supports multi-clause references |
maxTokens | 2000–3000 token | Output complete clause content, avoid truncating key compliance basis, balance generation efficiency and cost |
quoteMaxToken | 1500–2000 token | Retrieve and reference the original text of specific policy clauses, ensure answers are compliant and traceable |
temperature | 0.1–0.3 | Maintain consistent and rigorous answers, avoid generating subjective content that deviates from policy basis |
toolChoice | auto | Automatically trigger knowledge base retrieval, ensure answers are based on the latest procurement policies and document data |
AIPROXY_API_TOKEN | Configure according to enterprise identity authentication rules | Adapt to intranet permission control, prevent unauthorized calls to models and knowledge bases |
Three common configuration mistakes
- Phenomenon: Generated answers only provide concise conclusions without referencing specific policy clause content. Cause: The
quoteMaxTokenvalue is too small, failing to reserve enough space to retrieve and output the original clause text, resulting in key compliance basis being truncated. - Phenomenon: Knowledge base retrieval responses time out, exceeding expected business duration. Cause: Incremental synchronization rules are not configured; daily updated procurement documents are not indexed incrementally, leading to an overly large retrieval scope and reduced retrieval efficiency.
- Phenomenon: Multiple responses to the same question are inconsistent. Cause: The
temperaturevalue is too high; the randomness of model-generated content exceeds the requirements of compliance scenarios, leading to inconsistent answers.
How to confirm the configuration is complete
- Submit a test question that includes specific clause requirements, check whether the answer fully references the clause content of the corresponding document.
- Simulate multiple consecutive questions, use the FastGPT v4.17.0 test environment, verify whether the retrieval response duration meets business expectations.
- Verify that models and knowledge bases can be called normally in the intranet environment, confirm that the proxy address and token configuration are valid.
- Adjust the
temperatureparameter and compare answer content, confirm that answer consistency meets compliance scenario requirements.
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.