What the data for this category looks like
Publishing industry financial report data originates from periodic reports, temporary announcements publicly disclosed by listed companies, and industry regulatory platforms. Annual reports are disclosed once per year. Semi-annual and quarterly reports are released in accordance with regulatory requirements. Major operational changes are updated alongside temporary announcements. Document structure includes structured financial tables and unstructured operational analysis content. Structured fields include main business revenue (broken down by textbook and teaching aid, general trade books, digital publishing and other segments), attributable net profit, original value of inventory books, total copyright assets, and similar items. Units primarily use ten thousand yuan and hundred million yuan.
What constraints these characteristics impose on multi-turn dialogue and prompting
Publishing industry financial reports have numerous structured segmented fields and relatively large document volumes. Multi-turn dialogue must strictly limit the financial reporting period bound to the current session to avoid mixing data across reports. Publicly disclosed financial reports have a high update frequency. Session context must support automatic filtering of expired data, retaining only content within the reporting period specified for the current session. Unstructured operational analysis and structured financial data coexist. Prompts must clearly distinguish between natural language analysis requests and structured field extraction instructions to prevent output content from mixing financial information from unrelated segments. Long documents must adapt to segmented parsing and context recall rules to avoid session interruptions or information loss caused by excessive content length.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 tokens | Adapts to the mixed structured and unstructured content length of publishing financial reports, avoids session context overflow |
recallTopK | Top 6–10 entries | Publishing financial reports have many segmented business segments, requiring sufficient recall of field-associated data to avoid missing core business information |
similarityThreshold | 0.75–0.85 | Filters low-relevance financial report fragments, focusing on core fields such as revenue and inventory related to publishing business |
responseFormat | Specified per request as "text" or "json" | Supports users to switch output formats as needed, adapting to structured report generation and natural language analysis requirements |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Publishing financial report documents are usually lengthy, extending parsing timeout to avoid failure when parsing large files |
presignedUrlExpireSeconds | 3600 seconds | Adapts to the upload and temporary access needs of financial report attachments such as PDF annual reports, avoiding premature expiration of links after upload |
The parameter values provided on this page are all conventional recommendations used to establish a starting point 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 conduct tests on your own samples before finalizing settings.
Three common mistakes
- Issue: After upgrading to version 4.14.3, when adding a financial report PDF attachment to a conversation, the interface returns the error "fail to create post presigned url". Cause: Cross-origin rules for object storage or pre-signed URL generation parameters are not correctly configured, preventing temporary access links from being created normally.
- Issue: After calling the API to start a conversation, an extra redundant message with no user input appears in the conversation history. Cause: The default history initialization parameter is not correctly disabled in the API request, causing the system to automatically append irrelevant context.
- Issue: After configuring
responseFormatas json, the output content contains unclosed syntax symbols or invalid fields. Cause: The prompt does not clearly specify the validation rules for the JSON structure, and does not restrict output to only include financial report-related fields, causing the model to generate non-compliant content.
How to confirm the configuration is correct
- Upload any single publishing financial report document, check that the parsing result fully extracts structured financial fields and unstructured operational content, with no parsing failure prompts.
- Initiate two or more conversations related to financial report segments, check that the session context retains the reporting period and business segment information specified in the previous round, with no data mixing.
- Configure the output format as json, initiate a structured query request, check that the returned content complies with the preset field format requirements, with no format errors.
- Click the interaction buttons in the conversation interface, check that the corresponding interaction data can be queried in the background logs, with no reporting exceptions.
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.