What this category's data looks like
This page addresses business basis query in the compulsory education dropout prevention and control scenario. The core materials are the dropout risk ledger, return-to-school persuasion records, and home visit records. The ledger records students' basic information, risk level, follow-up status, and dates; the return-to-school persuasion records carry the persuasion time, participants, results, and signatures; the home visit records register the home visit date, communication content, parents' opinions, and receipts. The three types of materials are updated by semester and by month; the ledger rolls forward as risks change, while return-to-school persuasion and home visits are added immediately as events occur. When the materials enter the model access and configuration function, the ledger, return-to-school persuasion records, and home visit records are indexed and retrieved as knowledge base materials; the language model is responsible for generating basis entries that can be traced back to the original text, the indexing model supports relevant text retrieval, the reranking model optimizes retrieval ranking, and speech synthesis and speech recognition are used for voice interaction. Field characteristics center on dates, signatures, and receipts, and names and quantities must be aligned item by item across different materials.
Configuration and implementation checks
This step is executed by the server-side model channel configuration, which outputs model binding relationships and channel responses. Basis entries that can be traced back to the original text are completed subsequently by AI nodes, code nodes, or manual work, and the correspondence between model types and steps is checked in the model configuration.
| Object | Check | Verification action |
|---|---|---|
| Model type | Corresponds to the step to be used; check the type label in the model configuration | Check whether the five types—language, indexing, reranking, speech synthesis, and speech recognition—are bound to the correct steps, and check whether maxContext and maxTokens satisfy the material length |
| Channel and key | Consistent with the connected service; check the channel configuration and key source | Check the channel configuration and key source, and confirm whether authentication failures and retrieval errors related to the indexing model are caused by type mismatch |
| Dropout risk ledger | Fields, dates, and signatures are complete; the name, quantity, and date of the same record can be matched across the two materials | Check item by item the names, quantities, and dates in the ledger against the return-to-school persuasion records and home visit records, and check whether versions are synchronized and whether signatures or receipts are missing |
| Return-to-school persuasion records and home visit records | Fields, dates, and signatures are complete; the version is current and entries can be matched to the original text | Check the dates, signatures, and receipts of the return-to-school persuasion records and home visit records, confirm that entries can be traced back to the original text, and check the configurations related to quoteMaxToken and toolChoice |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the ledger and the return-to-school persuasion records. Cause: The two materials were entered at different times, and cross-checking and unified numbering were not performed.
- Symptom: Basis entries cite old-version materials, and the answer conflicts with the current materials. Cause: Versions are not synchronized, and updated materials have not re-entered indexing and retrieval.
- Symptom: Return-to-school persuasion records lack signatures or home visit records lack receipts, and basis entries cannot be traced back to the original text. Cause: Material archiving is incomplete, and the correspondence between entries and the original text is broken.
How to verify the setup
This function's acceptance: run one conversation and one retrieval, check the model identifier in the response, confirm that the language model and the indexing model are bound to the conversation and retrieval steps respectively, and check the configurations related to maxContext, maxTokens, quoteMaxToken, and toolChoice.
Business test: ask a cross-material basis question, see whether the answer gives a traceable source, and check that the number of citations and the tokens of the cited text are recorded separately.
- In the model configuration, check item by item the correspondence between model types and steps, confirm that the channel and key source are consistent, and that the model identifier matches the name listed in the document.
- For the dropout risk ledger, return-to-school persuasion records, and home visit records, check the fields, dates, and signatures item by item, and check whether the name, quantity, and date of the same record match, whether versions are synchronized, and whether receipts are complete.