Multi-turn Dialogue and Prompt Engineering for Small Home Appliance Yield Rates

Financial market and yield data for small home appliance-related assets is sourced from compliant public financial market data feeds and publicly

What the data for this category looks like

Financial market and yield data for small home appliance-related assets is sourced from compliant public financial market data feeds and publicly available industry operational data. Full daily summary updates are completed by 17:00 daily. Real-time price fluctuation data updates every 10 minutes during trading sessions. Documentation uses a structured table format with the following fields: asset code, asset full name, same-day closing price, same-day price change, 7-day yield coefficient, 30-day yield coefficient, affiliated segment category, main small home appliance product lines. Closing price and price change are denominated in Renminbi yuan. Yield coefficients are calculated based on the initial price of the trading day.

Constraints imposed on multi-turn dialogue and prompt engineering

Data updates are completed by 17:00 daily. Multi-turn dialogue must include trigger timing validation to ensure the latest summary data is called after 17:00, preventing expired information from being returned. Real-time intraday data updates every 10 minutes. Multi-turn dialogue must support on-demand real-time market queries to adapt to intraday decision-making scenarios. The dataset includes multi-period yield coefficients and segment category information. Prompts must explicitly specify the yield period range for queries to avoid ambiguous results. There are many structured fields. Prompts must include field mapping rules to only return fields specified by the user, reducing redundant content. Users can filter assets for specific small home appliance categories. Multi-turn dialogue must support passing category parameters to narrow query scope.

Configuration Settings

Configuration ItemRecommended ValueRationale
maxContext8000–12000 charactersSmall home appliance-related market data has many fields. Multi-turn dialogue requires retaining sufficient context to track user needs for category filtering and period queries, preventing context overflow
recallTopKTop 6–8 entriesThe number of small home appliance-related assets is moderate. Too many recalled entries increases context load, while too few fails to cover user-needed segment category assets
promptTemplate"Please base your response on the small home appliance-related financial asset market data from {date}, return the {period} yield and same-day price change for the {category} category, and only return the user-specified fields: {fields}"Explicitly specifies data date, category, period, and returned fields to adapt to iterative query needs in multi-turn dialogue
dataRefreshTime17:00 dailyThe data source completes full daily updates by 17:00 daily. Configure this time to trigger cache updates for the latest data, ensuring multi-turn dialogue calls the day's latest data
fieldFilterConfigOnly allow return of: asset code, asset full name, same-day closing price, same-day price change, {period} yield coefficientReduces redundant field output, aligns with demand for concise market and yield information, preventing information overload
toolCallTriggerTrigger when real-time market data or same-day latest data is mentionedAdapts to intraday real-time data query needs. Only call tools when latest data is requested, reducing unnecessary interface calls

The parameter values provided on this page are common starting points for configuration setup. Actual values are affected by material form, data volume, and business rules. Each scenario requires individual analysis, and testing against samples relevant to the specific deployment is recommended before finalizing settings.

Three Common Configuration Errors

  • Symptom: Market data returned by tool calls does not appear in the chat interface, and is only visible after re-entering the conversation. Cause: Real-time rendering rules for the conversation flow are not configured. Tool call results are only cached to session storage and not actively pushed to the front-end chat window.
  • Symptom: Outdated template content is returned when calling prompts, and updated prompt templates in the knowledge base cannot be loaded. Cause: The real-time update interface linking prompt templates and the knowledge base is not configured. The system only loads a fixed template once during session initialization, and does not sync the latest version of the knowledge base.
  • Symptom: Yield data returned in the conversation includes unspecified redundant fields. Cause: Strict filtering rules for the fieldFilterConfig parameter are not configured. The system returns all available fields, exceeding the scope of requested requirements.

How to Confirm Proper Configuration

  • Trigger a multi-turn conversation after 17:00 daily. Verify that the returned yield data date matches the current day, confirming the data refresh configuration is active.
  • Enter the query "View 7-day yield rates for small home appliance categories" in the conversation. Verify that the returned fields only include the specified query fields, confirming the field filtering configuration is active.
  • Enter the query "View real-time market data" in the conversation. Verify that the conversation triggers a tool call and returns the latest price change data, confirming the tool call trigger condition configuration is active.
  • Attempt to switch between different small home appliance categories in the conversation. Verify that the returned assets match the specified category, confirming the context parameter retention configuration is active.

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.