What the data for this category looks like
The data for solid waste treatment financing daily reports primarily comes from public environmental project financing announcements, project filing information from local ecological environment departments, and credit disclosure documents from financial institutions. It is updated daily, covering solid waste treatment financing projects disclosed on the current day and the previous day. Each daily report document has a clear structure, including core fields such as project entity name, financing amount (unit: ten thousand yuan), financing method, capital disbursement institution, solid waste treatment subdivision segment the project belongs to, project location administrative region, information release date, and other core fields. Each entry corresponds to a single financing project, with no combined entries for multiple projects.
What constraints these characteristics impose on multi-turn dialogue and prompt engineering
The daily update feature of solid waste treatment financing daily reports requires multi-turn dialogue to prioritize pulling the latest data from the current day and the past 24 hours, to avoid interference from outdated data in current queries. The data fields include exclusive information such as subdivision treatment segments and project location administrative regions. The prompt must clearly limit processing only solid waste treatment financing projects, and must not include financing entries from other industries. The structure where each entry corresponds to a single project requires multi-turn dialogue to accurately associate follow-up questions about project details with a single record, to avoid confusing information across multiple projects. Some projects have missing fields. Multi-turn dialogue must support actively asking for missing information to ensure complete responses.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxHistory | 1–2 rounds of dialogue history | Solid waste treatment financing daily reports update daily. A short context avoids interference from outdated data and reduces token consumption |
systemPrompt | Clearly limit processing only solid waste treatment financing daily report data, specify the financing amount unit as ten thousand yuan, and distinguish subdivision segments such as waste incineration and food waste treatment | Avoid confusion with financing data from other industries or environmental protection categories, and unify field extraction standards |
recallTopK | 2–4 recall results | Each daily report has a clear data structure. A small number of recalls can cover user query needs and reduce redundant information |
similarityThreshold | 0.75–0.85 | Solid waste treatment financing projects have high keyword recognition. This threshold filters irrelevant data and accurately matches user queries |
apiRequestTimeout | 15–20 seconds | Real-time data needs to be pulled from public databases. A longer timeout ensures complete data pulling and avoids interrupted queries |
contextWindowSize | 8000–12000 characters | Single entries in solid waste treatment financing daily reports have many fields. A larger window can fully carry dialogue context and data content |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Scenario: After configuring a valid API token, the chat interface still returns an authentication failure, and logs show the token field is "fastgpt". Cause: The default placeholder token was not replaced in the model configuration, and the platform test token was used directly to send requests.
- Scenario: After multiple accesses with the same user ID, the returned solid waste treatment financing data includes duplicates or cross-day entries. Cause: The
maxHistoryparameter was not adjusted for the scenario, and excessive historical context was retained, leading to outdated data being prioritized for recall. - Scenario: When a user asks about the subdivision segment of a solid waste treatment project, the response includes financing information from other environmental protection categories such as sewage treatment. Cause: The system prompt did not clearly limit processing only solid waste treatment data, and did not distinguish subdivision scenario fields.
How to Confirm Proper Configuration
- Initiate a query that includes a solid waste treatment subdivision segment, and verify that the returned data fields include the specified project segment, financing amount unit, and other required information.
- Initiate multiple queries with the same user ID, and verify that the update time of the returned data meets the requirements of the current day and the past 24 hours.
- Check the API call logs to confirm that the request token is the valid configured token, and not the platform default placeholder value.
- Trigger a scenario where the user asks for missing fields, and verify that the system actively asks for supplementary information instead of returning incomplete data directly.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.