What this category of data looks like
Cement financial report-related data mainly comes from periodic reports of listed companies disclosed by domestic and overseas stock exchanges, and publicly monitored data from industry associations. Updates follow quarterly and annual periodic disclosure rules, with temporary announcements released synchronously with business nodes such as production capacity changes and major contract signings. The document structure includes modules such as business segment operating data, detailed production capacity and output, cost composition, regional sales proportion, etc. Core fields use standard industrial statistical units such as RMB yuan, ten thousand tons, ten thousand tons/year, and some regional detailed data will be marked with local currency units.
What constraints these characteristics impose on multi-turn dialogue and prompting
The characteristic that cement financial reports are divided by reporting periods requires multi-turn dialogue to support isolating context by reporting period, to avoid mixing up revenue and production capacity data from different quarters. The feature that fields have multiple unit annotations requires prompts to clearly bind unit rules, to prevent the model from outputting results where numerical values do not match their units. The non-periodic update nature of temporary announcements requires the dialogue flow to allow appending temporary disclosure data as supplementary context, without needing to re-upload the full financial report. At the same time, single financial report documents are lengthy, so the effective range of context recall must be constrained to avoid redundant information interfering with dialogue logic.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | The core relevant fragments of a single quarterly cement financial report are usually several thousand characters. Excessively long context will cause the model to mix up data and dimensions from different reporting periods |
recall_top_k | Top 3–5 entries | Core operating data of cement financial reports is concentrated in 3-5 key fields. Excessive recall will introduce redundant non-core information |
stream_response | Enabled | Financial report analysis replies usually contain multiple sets of data. Streaming output can reduce user waiting time and improve interaction fluency |
context_window_strategy | Filter by reporting period | Cement financial report data is divided by quarter and year. Filtering by reporting period can isolate context from different cycles and avoid data mixing |
prompt_template | Template that explicitly specifies reporting period and units | Multiple unit annotation scenarios exist for cement business fields. Pre-restricting output format can ensure the accuracy and standardization of replies |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Parsing large annual cement financial reports requires long processing time. A 300-second timeout setting can avoid interruptions during full parsing |
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 case-by-case analysis, and it is recommended to test on your own samples before finalizing.
Three Common Mistakes
- When calling the dialogue API, checking the dialogue log details on the v4.8.10 version platform shows content that does not match the actual returned reply, and the log remains repeated after multiple conversations. The cause is that
context_window_strategyfor filtering by reporting period is not configured, causing the context to reuse historical data from non-target reporting periods, and the log captures fixed context fragments. - The phenomenon that links in streaming output responses only cover the current page and cannot jump to a new page. The cause is that front-end recognizable jump trigger rules are not configured in the streaming output content, and only plain text link formats are returned.
- The phenomenon that the interval between returned data blocks in streaming output is fixed at 4 seconds, and cannot be adjusted to a more comfortable interval of 1-2 seconds. The cause is that the custom streaming output interval parameter is not set in the platform configuration, and the default general interval duration preset by the platform is used.
How to Confirm Configuration is Complete
- Initiate a dialogue querying cement financial reports covering different reporting periods, verify whether the model can accurately distinguish operating data of each reporting period, and confirm that the context filtering configuration is effective.
- Call the dialogue API to obtain streaming output, verify whether the returned content includes clear unit and reporting period annotations, and confirm that the prompt template configuration is effective.
- Upload a single cement financial report file, verify whether the number of core data entries recalled after parsing conforms to the preset rules, and confirm that the recall parameter configuration is effective.
- Check the dialogue log details, verify whether the log content matches the actual returned reply content, and confirm that the context storage configuration is effective.
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.