Reference only; verify against the target FastGPT release and deployment documentation.
What the data for this category looks like
This category of data comes from the real estate registration information system, cadastral survey database, housing transaction online signing system, tax system, and electronic certificate repository, and is updated daily. Commonly processed documents include registration applications, ownership certificates, survey results, tax payment vouchers, real estate ownership certificates, and real estate registration books. Data fields cover rights subject, location, ownership status, survey coordinates, and more. Each document typically contains both structured registration information and unstructured attachments. Relevant policy documents on Party-building-led real estate registration services must also be linked as supplementary reference materials for Q&A.
What constraints these characteristics impose on the multi-turn dialogue and prompt engineering link
This category of data is updated daily, so multi-turn dialogue context must support real-time association with the latest synchronized registration data to avoid returning outdated information. Commonly processed documents include structured registration fields and unstructured attachments. Combined with the party-building learning Q&A scenario, prompts must clearly distinguish the logic for structured field queries, unstructured content interpretation, and Party-building policy adaptation. Errors in ownership verification can easily lead to property rights disputes, so multi-turn dialogue must gradually guide users to confirm core ownership information, reducing the risk of omissions in single-turn Q&A. Data from multiple systems must also clearly mark data verification rules in prompts to ensure consistency of called information.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Question Optimization | Enabled, set parameters based on actual testing | Adapt to multi-turn follow-up scenarios combining real estate registration ownership verification and Party-building policies, optimize ambiguous expressions in user questions |
| Maximum Context Length | 8000–12000 characters | Cover context association requirements for multiple registration documents and policy files in a single turn of dialogue, avoid truncating core information |
| Single Search Limit | Top 5 entries | Limit returned registration data and policy entries, avoid redundant information interfering with dialogue judgment |
messages Field Validation | Mandatory inclusion of chatId and variables parameters | Ensure context consistency for multi-turn dialogue, associate exclusive registration data variables with user questions |
| Data Synchronization Frequency | Full daily synchronization | Match the daily update rhythm of real estate registration data, ensure the knowledge base called for dialogue uses the latest version |
| Document Parsing Chunking | Chunk at 1500–2000 characters, with 200-character overlap | Adapt to structured and mixed content in registration documents, improve parsing and retrieval efficiency |
Three Common Errors
- Meaningless separators in the dialogue interface: Continuous
|symbols appear during dialogue. The cause is failure to close intermediate thinking log output in debug mode, or failure to hide debug markers in the prompt. - Multi-turn dialogue context loss: Subsequent questions cannot associate the previously mentioned real estate ownership certificate number. The cause is failure to correctly pass the
chatIdparameter, causing the system to fail to recognize the dialogue session. - Excessive parsing time for large documents: Parsing a Word document over 10MB takes more than 30 seconds. The cause is failure to configure a reasonable chunking strategy, or failure to enable the parallel parsing switch for document preprocessing.
How to Confirm Configuration is Correct
- Initiate a single-turn question about the Party-building-led real estate registration process. Verify that the returned content includes the latest registration policies and practical operation information, confirming that the data synchronization configuration is effective.
- Initiate consecutive multi-turn questions, mention the real estate ownership certificate number and location in sequence. Verify that subsequent questions can associate previously mentioned information, confirming that the
chatIdparameter configuration is correct. - Upload a registration-related Word document under 10MB. Verify that parsing time meets expectations, confirming that chunking and parallel configuration are effective.
- View the dialogue log. Confirm that the
messagesfield carries validvariablesparameters, confirming that the variable binding configuration is correct.
The values provided here are common starting points, and should be evaluated 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.