What the data for this category looks like
Consumer electronics financial report data primarily comes from stock exchange disclosure platforms and official investor relations pages of listed companies. Update cycles focus on quarterly and annual reports, supplemented by temporary announcements for major business changes. Document structures include structured financial tables, covering quantitative fields such as single-quarter revenue, R&D investment, and inventory turnover. Units typically use 100 million yuan, percentage, and days. Sections also include text disclosing business data like shipment volume and market share for segmented categories such as smartphones and laptop computers. Single document length varies widely. Temporary announcements span only a few pages, while annual reports can reach dozens of pages.
Constraints on knowledge base retrieval and recall workflows
The mixed structured and unstructured nature of consumer electronics financial reports requires retrieval to match both business terminology and quantitative fields. This avoids result deviations caused by matching only keywords. The quarterly update cycle requires the knowledge base to support incremental updates. This prevents resource waste from full re-crawling. The wide variation in document length requires segment configuration adapted to different content lengths. This stops truncation of critical segmented shipment volume data. Additionally, business data for segmented categories has highly concentrated semantics. Filtering semantically similar but irrelevant financial report sections improves retrieval accuracy.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_CHUNK_SIZE | 800–1200 characters | Covers short temporary announcements and long annual report sections of consumer electronics financial reports, avoiding truncation of structured financial tables and segmented business data |
RECALL_TOP_K | Top 8–12 results | Meets query needs for cross-quarter revenue and shipment volume comparisons, balancing retrieval efficiency and result coverage |
SIMILARITY_THRESHOLD | 0.75–0.85 | Adapts to the clear business semantics of consumer electronics financial reports, filtering irrelevant content while retaining relevant segmented data |
RERANK_ENABLE | Enabled | Differentiates semantically similar financial terminology, prioritizing display of financial fragments that better match the query target |
UPLOAD_FILE_MAX_SIZE | 500 MB | Allows uploading complete annual report PDF files, meeting the needs of full financial report analysis |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Adapts to the parsing duration of large annual reports, avoiding parsing interruptions |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Phenomenon: Large model summary answers are concise and do not return specific clause content. Cause:
RERANK_ENABLEis not enabled, orRECALL_TOP_Kis set too low, failing to recall document fragments containing specific clauses. - Phenomenon: Knowledge base search takes more than 30 seconds. Cause:
RECALL_TOP_Kis set too high, or the vector model does not have batch retrieval enabled, and GPU memory of the hardware configuration is insufficient, causing vector calculation delays. - Phenomenon: No change in retrieval results after enabling "result reranking". Cause: No API key for the reranking model is configured, or the number of reranked returned entries is set unreasonably, failing to reflect the reranking effect.
How to Verify Proper Configuration
- Upload a single consumer electronics annual report PDF, check if parsed segments contain complete financial tables and business descriptions with no obvious truncation.
- Initiate a query containing segmented category business data, verify that the number of recalled results falls within the configured value range.
- After enabling result reranking, compare the ranking of recalled results before and after enabling, confirm that documents with more relevant semantics are displayed first.
- Initiate a single search request, check if the search duration falls within the reasonable range for the hardware configuration, with no persistent timeout errors.
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.