What the data for this category looks like
Business data for mineral mining and beneficiation comes from underground mining ledger systems, centralized control systems for mineral processing workshops, safety inspection record platforms, and mineral rights application process documents. Data updates follow two schedules: real-time updates for mining progress and equipment operating status, and daily updates for mineral processing recovery rates and ore grade statistics. Documents fall into two categories: structured ledger fields and unstructured process descriptions. Structured fields include mining face number, ore volume, and mineral processing equipment operating duration, with units of tons, hours, and cubic meters.
What constraints these characteristics impose on multi-turn dialogue and prompt engineering
Structured fields are scattered and linked across multiple systems. Multi-turn dialogue must gradually link corresponding fields for mining, beneficiation, and approval according to business nodes. Prompts must explicitly specify that only field values matching the current business node are called. Real-time updated equipment and progress data require that dialogue context windows not be too long, to avoid calling expired data. Unstructured process descriptions have long length. Prompts must limit the range of parameters extracted to those relevant to the current processing stage, to prevent irrelevant information from interfering with dialogue logic. Fixed mineral rights application process nodes require multi-turn dialogue to advance according to preset nodes, to avoid calling mismatched business data across nodes.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
chatId | Bind the unique identifier of the current processing business | Ensure multi-turn dialogue is linked to the same business process, avoid context confusion |
messages | Retain the first 10 rounds of dialogue context | Cover historical interactions for the complete mineral mining and beneficiation processing flow, avoid loss of key approval node information |
variables | Bind the current mining face number and mineral processing equipment ID | Match structured fields for mineral mining and beneficiation, ensure business data called by dialogue aligns with the current processing scenario |
| Maximum context | 8000–12000 characters | Cover core content of unstructured process descriptions, avoid excessive context redundancy |
| Single search limit | Top 3 matching records | Reduce interference from irrelevant process data, focus on core parameters for the current processing stage |
Three Common Misconfigurations
- Symptom: After streaming output via the dialogue API, clicking a link only overwrites the current page and fails to jump to a new page. Cause: No jump rules for links are explicitly specified in the prompt, so streaming output content does not carry front-end recognizable jump identifiers.
- Symptom: Log details for the dialogue API do not match the actual returned response content. Cause: The
messagesparameter is not correctly appended with each round of interaction content, so the context calls incorrect historical dialogue data. - Symptom: The return interval for streaming output is fixed at 4 seconds, and cannot be adjusted to 1 or 2 seconds. Cause: No configuration item is used to limit the segmented return duration of streaming output, so the default parameters do not adapt to front-end display rhythm requirements.
How to Verify Successful Configuration
- Launch a simulated mineral rights application or mineral processing flow dialogue, check if the
messagesparameter retains the first 10 rounds of interaction content. - Call the dialogue API to view logs, confirm that fields bound via
variablesmatch parameters for the current processing business. - Test the streaming output function, check if returned segmented content aligns with business node requirements, adjust the return interval to an appropriate range.
- Verify link jumps in streaming output, confirm that links can correctly jump to corresponding business pages.
Note: The configuration 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.