What Data for This Category Looks Like
Data for paint and ink financing daily reports comes primarily from public disclosures of national paint industry-related associations, official announcements of public and private enterprises, and industrial and commercial registration financing filing information. Data is updated daily. Each document includes fields such as full financing entity name, financing amount, financing round, participating investors, information release date, and original disclosure channel. Financing amount units are uniformly ten thousand RMB. Some entries note corresponding paint and ink subcategories, such as architectural coatings and functional coatings.
Constraints Imposed by These Characteristics on Citation Sources and Traceability
Since data sources are scattered and updates occur daily, each financing entry must be strictly bound to its original disclosure link or archive number. This enables direct location of original credentials during traceability. Single data fields have high standardization, but subcategory labeling varies. Traceability configurations must link subcategory fields to retrieval tags to avoid category misalignment during citation. Financing amount units are uniformly ten thousand RMB. Traceability verification must automatically match the unit field to prevent citation errors from mixed units. The daily incremental update feature also requires configuring incremental recall rules to avoid repeated citation of expired historical financing entries.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall_top_k | Top 3–5 entries | Paint and ink financing daily reports have concise single entries. Excessive recall causes redundant context, while core financing entries must be retained |
similarity_threshold | 0.75–0.85 | Financing information fields have high standardization. A threshold that is too low introduces irrelevant entries, while a threshold that is too high may miss financing entries of the same category |
max_context_token | 8000–12000 | Single financing entries are 50–200 characters long. Combined with retrieval needs for industry-specific scenarios, sufficient context space is reserved for traceability display |
source_citation_mode | Retain original disclosure channel | Strict binding of the original source for each citation is required to meet compliance traceability requirements for financing daily reports |
parse_chunk_size | 300–500 characters | Single entries in financing daily reports are short. Too large a chunk size risks losing associated fields, while too small a chunk size increases retrieval overhead |
cache_refresh_interval | Every 24 hours | Data is updated daily. Scheduled cache refresh ensures cited financing information is up to date |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Errors
- Phenomenon: Setting
max_context_tokento 50000 causes retrieval response timeout. Rationale: Single data entries for paint and ink financing daily reports have small volume. An overly large context window introduces redundant irrelevant data and increases processing load on the large language model. - Phenomenon: After calling the knowledge base module in a workflow, the output result does not include citation sources. Rationale: The
source_citation_modeconfiguration item is not enabled, or traceability display rules are not bound to the workflow node. - Phenomenon: Unclosed citation marker garbled text appears at the end of output text. Rationale: No closing rule is configured for
source_citation_format, causing format errors when the large language model generates citation formats.
How to Confirm Successful Configuration
- Initiate a retrieval for specific financing information of a paint enterprise, and check whether the citation sources in the returned results include original disclosure channel links or archive numbers.
- Adjust the
recall_top_kparameter, then check whether the number of returned financing entries matches expectations, with no excessive irrelevant content. - Trigger the daily incremental update task, and check whether newly entered financing information is automatically associated with correct subcategory tags.
- View logs for the knowledge base call node in the workflow, and confirm that the citation source field has been correctly written to the output result.
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.