Multi-turn Dialogue and Prompt Engineering for Semiconductor Research Report Retrieval

The data sources for semiconductor industry research reports primarily consist of public reports from securities research institutions and publicly

Data Overview for This Category

The data sources for semiconductor industry research reports primarily consist of public reports from securities research institutions and publicly available statistical content from industry databases. The update schedule aligns with the release cycle of securities research reports, with working days as the primary update nodes. The structure of a single report includes modules such as abstract, industry macro data, segmented field indicators, individual stock ratings and financial forecasts. Fields include publishing institution, release date, target price (unit: RMB or USD), rating label, process node (unit: nanometer), shipment volume (unit: ten thousand pieces) and other professional content. Some reports also include quantitative data such as production capacity and gross margin for upstream and downstream industrial chains.

Constraints for Multi-turn Dialogue and Prompt Engineering

Semiconductor research reports contain a large volume of professional terminology and quantitative fields with associated units. Prompts used for multi-turn dialogue must explicitly require extraction of precise data with units to prevent generation of vague content. The length of individual research reports varies, with some in-depth reports being relatively lengthy. The context window for multi-turn dialogue must reserve sufficient space, while reasonable document segmentation and recall rules must be configured to avoid redundant information disrupting dialogue logic. The update schedule for research reports aligns with securities firm release cycles, with working days as the primary nodes. Knowledge base incremental update configurations must adapt to this schedule to ensure multi-turn dialogue can access the latest content. There are numerous semiconductor segmented fields. Multi-turn dialogue must guide users to clarify specific segmented directions to avoid overly broad recall content that leads to scattered results.

Configuration Settings

Configuration ItemRecommended ValueRationale
maxContext8000–12000 charactersThe length of single semiconductor research reports varies. Multi-turn dialogue needs to retain context and recalled report content to avoid truncation of key information
recallTopKTop 8–12 entriesThere are many segmented dimensions of semiconductor research reports. Sufficient recall volume is required to cover relevant content of different segmented fields to ensure comprehensive dialogue results
similarityThreshold0.72–0.78Semiconductor research reports are dense with professional terms. The similarity threshold should not be too high to avoid missing relevant content, nor too low to introduce irrelevant documents
rerankTopNTop 3–5 entriesThe most matching research report content must be screened to reduce redundant information in multi-turn dialogue and improve content accuracy
parseChunkSize1000–1500 charactersSemiconductor research reports contain continuous professional data paragraphs. The segmentation length must balance recall accuracy and content completeness
fileUpdateCycleDaily incremental updateSecurities firm research reports are mainly released on working days. Daily incremental updates can ensure that the knowledge base synchronizes the latest research report content

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 specific analysis. It is recommended to test on your own samples before finalizing the configuration.

Three Common Misconfigurations

  • Empty running data of the interface call workflow in the conversation log. The cause is that the log recording switch of the workflow is not enabled, or the configured workflow trigger conditions do not match the multi-turn dialogue process for research report retrieval.
  • No line break format when copying the Markdown content generated by the conversation in the browser. The cause is that the line break rendering rule for conversation content is not configured, or there is a conflict between the browser script and the page interaction logic.
  • Unable to set the temperature parameter in variable reference mode. The cause is that in version V4.9.3, the temperature setting entry for variable reference mode is hidden. The temperature parameter configuration must be supplemented through a custom prompt template.

How to Confirm Proper Configuration

  • Initiate a multi-turn dialogue containing semiconductor professional terms, check that the recalled results include the fields and units of the target research report, and adjust the recall parameters to match the requirements.
  • After triggering the workflow call, check whether the corresponding content exists in the running data field of the conversation log to confirm that the log switch is enabled.
  • Copy the Markdown content generated by the conversation, verify that the line break format meets expectations, and troubleshoot browser script conflict issues.
  • In variable reference mode, configure the temperature parameter through a custom prompt template, and verify that the randomness of the generated content meets expectations.

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.