What does the data for this category look like
Domestic and overseas stock exchanges disclose listed company annual and quarterly reports as primary sources for energy metals financial report data. Industry associations release monthly industry updates as an additional data source. Stock exchanges disclose annual reports at fixed times each year. They release quarterly reports within specified periods after the end of each quarter. Industry associations update supporting data monthly. Document structures include a consolidated financial statements module, detailed production capacity and output ledger, and records of raw material and product prices. Fields include mineral reserves, production capacity scale, operating revenue, and unit production cost. Corresponding units are ten thousand tons, tons/year, ten thousand yuan, and yuan/ton.
What constraints do these characteristics impose on knowledge base retrieval and recall
The multi-source and scattered nature of energy metals financial report data, differing update schedules, long detailed documents, and specialized field features bring multiple constraints to retrieval and recall. Retrieval systems must distinguish data source priorities between listed company public financial reports and industry association briefings during recall, to avoid duplicate recall. Systems must configure incremental update trigger rules to match the update cycles of annual, quarterly, and monthly data, preventing expired data from being recalled. Retrieval processes must retain field associations when handling long detailed ledger documents, to avoid breaking the binding between specialized fields such as "production capacity scale" and "mineral reserves" and their corresponding entities. Systems must configure synonym mapping rules to unify retrieval matching logic for expressions such as "lithium carbonate equivalent" and "lithium content".
How to configure the settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall count | top 8-12 | Single energy metals financial report document has lengthy content. Too many recalled entries will exceed the context window, too few will fail to cover complete detailed fields |
similarity threshold | 0.72-0.85 | Energy metals financial reports contain a large number of professional terms. A threshold that is too low will introduce irrelevant industry data, while a threshold that is too high may miss matching results for the same field |
chunk length | 800-1200 characters | Detailed ledgers in energy metals financial reports mostly consist of continuous values and explanations. Chunks that are too long will lose field associations, while chunks that are too short will damage the integrity of professional expressions |
incremental update trigger condition | based on file modification time + disclosure tag | Energy metals financial reports are updated on fixed annual and quarterly cycles. Triggering incremental synchronization by matching disclosure times avoids full repeated indexing |
multi-source data deduplication switch | enabled | Financial reports of the same listed company may appear repeatedly across multiple data sources. Enabling this reduces redundant recall |
synonym configuration | import energy metals industry term mapping table | Energy metals have a large number of synonymous expressions, such as "lithium carbonate equivalent" and "lithium equivalent". Configuring this improves matching accuracy |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Symptom: After uploading energy metals financial report files, the indexing task gets stuck at stage 1 or 2 of indexing, with no clear error logs. Cause: The locally deployed
m3e-largemodel has high video memory usage. When processing long documents with multiple sets of detailed ledgers, video memory overflow is triggered, causing the indexing task to interrupt. - Symptom: After deleting listed company financial report question-answer pairs from the knowledge base in the backend, the corresponding content can still be returned during retrieval. Cause: The retrieval cache was not cleared, or the incremental synchronization task was not completed, so old index fragments were not cleaned up.
- Symptom: Retrieval results prioritize non-target fields with similar pinyin. For example, matching "lithium carbonate production capacity" to content associated with a homophonic incorrect character for "lithium". Cause: The pinyin matching switch was not turned off, or pinyin mapping rules for professional terms were not configured, causing the retrieval logic to prioritize pinyin similarity.
How to confirm the configuration is correct
- Upload a single energy metals financial report test file, check the indexing task logs to confirm that all grouped indexing tasks are completed with no interruptions or errors.
- Manually trigger the incremental synchronization task, delete a test financial report question-answer pair, then initiate a retrieval to confirm that the corresponding content is no longer recalled.
- Enter a search term containing professional terms, verify the field matching status of the retrieval results, and adjust the corresponding configuration items to ensure matching of target fields.
- Check the knowledge base data source configuration to confirm that the priority and update cycle of multi-source data match the disclosure rhythm of energy metals financial reports.
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.