Multiturn Conversation and Prompting for Solar PV Research Report Retrieval

Solar PV research reports for financial investment research are sourced primarily from licensed securities firm research institutes, third-party power

What This Type of Data Entails

Solar PV research reports for financial investment research are sourced primarily from licensed securities firm research institutes, third-party power equipment industry monitoring platforms, and public industry association reports. Update schedules are flexible, aligned with industry policy adjustments, industrial chain earnings report cycles, and unexpected events such as changes to subsidy policies. There is no fixed daily update frequency. Standard document structure includes three core sections: policy interpretation, analysis of each segment of the industrial chain, and risk reminders. Fields cover indicators related to production capacity, pricing, and installed scale for segments including polysilicon, modules, and inverters. Some versions add fields for industry valuations and institutional holdings. Common units include gigawatts, yuan per unit power, and similar metrics.

Constraints Imposed on Multiturn Conversation and Prompting

Long-form solar PV research reports cover multiple industrial chain segments, so multiturn conversation context windows must reserve sufficient space to avoid losing historical questions or retrieved report fragments due to context overflow. Specialized fields follow specific unit standards. Prompts must explicitly require the model to recognize and use standard units such as gigawatts and yuan per watt to prevent data errors from unit confusion. The lack of a fixed update frequency requires the retrieval system to prioritize the most recently published reports. Prompts must include priority guidance for this requirement. The segmented document structure requires multiturn conversations to support follow-up questions per segment. Context association logic must be configured to connect questions across different turns. Some solar PV research reports used in financial scenarios include valuation and holding fields. Prompts must guide the model to integrate multi-dimensional data to meet investment research needs.

Configuration Settings

Configuration ItemRecommended Value RangeRationale
maxContext8000–12000 charactersIndividual solar PV research reports are long-form. Multiturn conversations must retain multiple rounds of questions and retrieved report fragments to avoid context overflow
RECALL_TOP_NTop 6–10 resultsSolar PV research reports cover multiple industrial chain segments. Too many retrieved results cause content redundancy, while too few may miss critical data
SIMILARITY_THRESHOLD0.75–0.85Solar PV industry terminology has high concentration. This threshold filters low-relevance non-solar PV research reports and retains professionally matched content
PARSE_FILE_TIMEOUT_SECONDS300 secondsIndividual solar PV research reports have many pages. The parsing process requires extended time to avoid interruptions from timeout
PROMPT_TEMPLATEFirst sort the solar PV industrial chain segments referenced in the question, retrieve corresponding report data, answer by segment, and uniformly use gigawatts and yuan per watt as unitsExplicitly guide the model to adapt to solar PV industry specialized fields and units, and structure responses to segmented questions
RERANK_TOP_NTop 3–5 resultsRetain the most relevant report fragments after re-ranking to reduce interference from redundant information in conversations

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require targeted analysis. It is recommended to test on your own samples before finalizing settings.

Three Common Misconfigurations

  • Symptom: Conversation records disappear from the frontend after page refresh, but full records are visible in the backend management interface. Cause: The SESSION_STORAGE_EXPIRE_DAYS parameter is not configured, or is set to 0, causing frontend session cache expiration and deletion.
  • Symptom: The AI conversation module still outputs responses to unauthorized visitors after configuration. Cause: The CHAT_VISIBILITY parameter is not correctly set to restricted mode, or permission groups are not bound to limit visitor access.
  • Symptom: File link variables do not correctly load parsed content for the corresponding research report after replacement. Cause: Variable usage rules are not declared in the prompt template, or the global variable replacement switch is not enabled in the application configuration.

How to Verify Proper Configuration

  • Initiate a question referencing solar PV industrial chain segments. Confirm that responses uniformly use solar PV industry standard units and display relevant data segmented by industry segment.
  • Refresh the conversation window. Check that the frontend retains current and previous conversation records, and confirm that the backend conversation list displays full, synchronized content.
  • Upload a solar PV research report PDF. Test that configured file link variables correctly associate with parsed fragments of the corresponding document.
  • Switch to visitor permission mode. Test that unauthorized users cannot access the conversation module to verify that permission configurations are 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.