What this category of data looks like
This category of data is primarily sourced from the national government procurement website, local government procurement websites, the fiscal integration system, the purchaser budget system, and supplier credit records, with a daily update frequency. Daily processed documents include procurement requirements, procurement plans, bidding documents, tender documents, bid evaluation reports, winning bid announcements, procurement contracts, and question responses. Associated entities include purchaser units, government procurement supervision divisions under fiscal authorities, procurement agencies, and evaluation experts. All documents form structured associations across the full government procurement workflow.
Constraints on Multi-turn Dialogue and Prompt Engineering Workflows
Data is updated daily and covers all stages of the procurement workflow. Dialogue contexts must be linked to the latest announcements and contract content in real time to avoid referencing outdated information. In scenarios with multiple participating entities, permissions and query scopes for different roles must be clearly distinguished. For example, evaluation experts may only access bid evaluation-related documents. Procurement-related documents have strict compliance requirements. Prompts must be explicitly linked to government procurement-related rules, and the dialogue process must validate input content against regulatory requirements to prevent non-compliant statements. Additionally, single conversations must handle associated queries across multiple document types, so context length must be limited to avoid information overload.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
chatId | Assign a unique fixed value to each business user | Distinguish chat records of different users and enable multi-user session isolation |
messages | Retain the last 20 turns of dialogue context | Cover the complete flow of multi-turn procurement consultations and avoid context breaks |
variables | Pass the current user role and queried document type | Dynamically adapt query permissions and document scopes for different entities |
| Maximum context length | 800–1200 characters | Match the typical block length of government procurement documents and avoid information overload |
| Single search limit | Top 5 results | Focus on the most recently updated government procurement announcements and contracts to ensure query result timeliness |
| Query optimization | Enabled | Convert vague user inquiries into precise queries that align with the structure of government procurement documents |
Three Common Misconfigurations
- Issue: A version update prompt appears in the new conversation popup each time, interrupting the consultation flow. Cause: The version update trigger configuration for new conversation initialization was not disabled.
- Issue: Calling government procurement-specific prompts stored in the knowledge base returns no results, or the returned content does not match expectations. Cause: The knowledge base file path was not bound via
variables, and the dynamic prompt loading logic was not enabled. - Issue: Chat records are mixed when connecting multiple users, with dialogue content from different users visible to one another. Cause: A unique
chatIdwas not assigned to each business user, and the user session isolation configuration was not enabled.
How to Confirm Successful Configuration
- Initiate a single-user test conversation, verify that
chatIdis unique, and confirm that chat records are only visible to the current user. - Import government procurement bidding documents as test data, trigger a prompt call, and confirm that the rules stored in the knowledge base are correctly loaded.
- Initiate multi-turn consultations on procurement requirements, check that the last 20 turns of dialogue content are retained, and no context breaks occur.
- View the system configuration panel, confirm that the API key has been correctly configured, and no invalid error prompts are present.
The values provided here 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.