What the data for this category looks like
The data for home goods financing daily reports comes from financing monitoring databases of light industry manufacturing industry associations, credit filing information disclosed in enterprise industrial and commercial public records, and financing dynamics summaries from cooperative financial institutions. Updates are released every working day, and updates are suspended during holidays. The document structure consists of single structured records, including enterprise name, affiliated home goods sub-category (such as furniture, home textiles, kitchen utensils), financing amount, financing round, investors, disclosure date, and associated supply chain subject information. For field units, financing amounts are uniformly marked in ten thousand RMB, disclosure dates use the YYYY-MM-DD format, and financing rounds use industry-standard terminology.
What constraints do these characteristics impose on multi-turn dialogue and prompt engineering
The segmented data characteristics of home goods financing daily reports impose three constraints on multi-turn dialogue and prompt engineering configurations. First, clearly limit the response scope to the light industry manufacturing home goods sector in the prompt to prevent the model from accessing cross-category data. Second, support multi-turn screening queries by date, sub-category, and financing round to match user demand for segmented data. Third, unify field expression rules, requiring the model to mark the ten thousand RMB unit when returning financing amounts to avoid data ambiguity. Additionally, since data is updated daily, conversation context must retain recent screening conditions to ensure continuity in multi-turn follow-up questions.
How to configure the settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
prompt_template | Fixed prefix: "Only respond to data from the home goods financing daily reports in the light industry manufacturing sector, clearly mark the financing amount unit as ten thousand RMB, and support multi-turn screening by date, sub-category, and financing round", followed by user input content | Matches the segmented data boundary of home goods financing daily reports to avoid invalid cross-category responses |
maxContext | 10–15 turns of conversation context | Calibrated through actual testing: single records of home goods financing daily reports have few fields, and excessive context will dilute effective retrieval information |
recall_top_k | Top 6–8 recall results | The number of daily financing events for home goods categories is moderate; excessive recall will increase model processing load, while insufficient recall will fail to cover user needs |
similarity_threshold | 0.72–0.78 | Calibrated through actual testing, used to distinguish financing events across home goods sub-categories to avoid recalling irrelevant data from home textiles and kitchen utensils |
return_source_url | Enabled | Supports users in verifying official sources of financing daily report data, which aligns with general requirements for industry data disclosure |
parse_chunk_size | 800–1200 characters | The total length of structured fields for single records of home goods financing daily reports is moderate; segmenting the data this way preserves complete associated information |
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, and it is recommended to conduct testing on your own samples before finalizing settings.
Three common misconfigurations
- Phenomenon: The conversation opening only pre-sets a single guiding question, which fails to cover common user needs for date and sub-category screening. Cause: No pre-configured questions for high-frequency follow-up scenarios of home goods financing daily reports, leading to low initial interaction efficiency.
- Phenomenon: Calling the dialogue interface returns a
404 status code (no body). Cause: The access path of the data source is not configured correctly, or the index file has not completed upload verification, causing the interface to fail to locate the corresponding data file. - Phenomenon: Calling the dialogue interface does not return the original source link of the financing daily report. Cause: The
return_source_urlconfiguration item is not enabled, preventing the model from associating data source information.
How to verify that the configuration is complete
- Enter the dialogue test interface, enter multiple pre-set opening guiding questions, and verify that the corresponding screening logic is correctly triggered.
- Call the dialogue interface, check whether the returned results include the
sourcefield, and the field content is a valid data source link. - Refresh the dialogue page, confirm that the prompt "No available index model detected" does not appear on the interface, verifying that the index model configuration has taken effect.
- Initiate two or more consecutive follow-up questions, such as first querying home goods financing events on a specified date, then asking about the financing round of a specific sub-category, to verify that the context is correctly retained.
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.