What this category of data looks like
This category of data is primarily sourced from official party building theoretical documents published by central and local authorities, authoritative learning support materials, and publicly available standardized documents for Party member learning. The data update rhythm aligns with official release schedules, with no fixed cycle, and is updated synchronously with the latest policies and theoretical content. Individual documents are mostly structured content, containing four core fields: title, issuing authority, release date, and main body paragraphs. The main body consists mainly of natural paragraphs, some with official interpretation notes. Units of measurement are based on characters and documents.
What constraints these characteristics impose on the "multi-turn dialogue and prompt engineering" link
Official sourced party building theoretical content requires that dialogue outputs strictly match the original text wording. Multi-turn dialogue context must fully retain theoretical citation nodes from historical interactions to avoid information deviation. No fixed update rhythm requires prompt configuration to support dynamic loading of newly released materials, and should not rely on fixed offline knowledge base caches. The structured document structure requires that multi-turn dialogue accurately associate the current question with the corresponding original document section, to avoid content confusion across documents or sections. The release date field in the data can be used to limit the scope of materials called by the dialogue, ensuring that output content aligns with current policy time node requirements.
How to set the configuration
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum context length | 800–1200 characters | Matches the typical paragraph length of single party building theoretical documents, to avoid truncation of core theoretical content |
| Session timeout duration | 600 seconds | Adapts to scenarios where party building theoretical Q&A requires retrieving multiple documents, to avoid timeout triggers due to overly long retrieval time |
| Prompt variables | Bind variables field | Used to limit the time range of called materials during dialogue, ensuring content timeliness |
| Session ID configuration | Bind chatId | Retains context association for multi-turn dialogue, ensuring coherent interaction logic |
| Single knowledge base recall limit | Top 3 entries | Avoids overloading the context with too many retrieved materials, adapting to the rigor requirements of party building theoretical content |
| Question optimization toggle | Enabled | Performs standardized conversion of colloquial user questions, matching the rigorous wording requirements of party building theoretical Q&A |
Three Common Misconfiguration Issues
- Phenomenon: The dialogue returns a timeout error after exceeding the preset duration, and the interface displays a connection timeout prompt. Cause: The timeout configuration is not adjusted for the multi-document retrieval scenario of party building theoretical Q&A, and the default timeout duration cannot cover the retrieval time of all materials.
- Phenomenon: No setting option to trigger the prompt only once per single conversation can be found. Cause: The single prompt binding toggle is not enabled in the session configuration, and the default prompt will automatically load with each round of dialogue.
- Phenomenon: Party building theoretical knowledge base content is accidentally introduced during normal dialogue flows. Cause: The exclusive data source for theoretical learning Q&A is not unbound from the general dialogue configuration, resulting in the default call to the party building knowledge base.
How to Confirm the Configuration Is Complete
- Initiate consecutive questions containing specific party building theoretical terms, and verify that the returned content matches the wording of the official original text.
- Check the association between the
chatIdandmessagesfields, confirming that the context of multi-turn interactions has no breaks or loss. - Simulate a question that requires retrieval of multiple materials, confirming that no timeout error is triggered.
- Review the prompt configuration, confirming that variables are bound to the official release information of party building theoretical materials.
The values given are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.