What This Category of Data Looks Like
Data for declaration materials and case file review in the pharmaceutical distribution sector is primarily sourced from internal enterprise circulation management systems, electronic documents submitted by drug regulatory authorities, and offline scanned archived materials. Daily circulation ledgers are updated daily. Declaration materials are updated per business batch. Case files are archived monthly. Most documents are in Word or PDF format, containing fields such as unified social credit identifier, national drug approval number, business address, inventory unit, and more. These fields mostly correspond to compliance requirements for drug circulation. Units include business-specific units such as piece, box, and batch.
What Constraints These Characteristics Impose on Multi-turn Dialogue and Prompt Engineering
The multi-source and heterogeneous format of pharmaceutical distribution declaration materials and case files requires multi-turn dialogue systems to adapt to different document parsing logic, to avoid incorrect format parsing. Declaration materials updated per batch require retaining batch context during multi-turn interactions, to prevent cross-batch data confusion. Specialized business fields and units require prompts to explicitly bind pharmaceutical distribution compliance terminology, to avoid the model confusing general fields with business-specific definitions. The context length pressure caused by long archived case files requires limiting the effective interception range of dialogue context, to prevent exceeding the model's capacity limits. The daily update attribute of daily circulation ledgers requires multi-turn dialogue to associate the latest business data in real time, and synchronously update the interaction context.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Chunk Length | 800–1200 characters | Adapts to the length of single-segment compliance content in pharmaceutical distribution declaration materials, avoids disrupting business logic |
| Overlap Length | 100–150 characters | Retains business context across chunks, prevents key information such as drug approval numbers and batch numbers from being truncated |
variables | Bind specialized fields such as national drug approval number, business address | Ensures multi-turn dialogue accurately calls business-specific data |
| Maximum Context | First 10 dialogue history entries | Matches the core information scope of single-round review for pharmaceutical distribution case files, avoids interference from overly long context |
| Log Storage Period | 180 days | Meets the basic cycle requirements for compliance archiving in the pharmaceutical distribution industry |
Three Common Misconfigurations
- Phenomenon: After importing Word-format declaration materials, images in pharmaceutical distribution case files displayed in conversations lose their domain names. Cause: No image path binding rule was configured during document parsing. Local paths are only retained in the native Word format, and no business domain name is added after conversion to Markdown.
- Phenomenon: Tool call outputs include redundant content with call parameters, instead of only returning AI review results. Cause: The prompt did not explicitly limit output to only review conclusions, and did not block original log fields from tool calls.
- Phenomenon: After uploading a long case file that exceeds the model context limit, key information is missing from the review results. Cause: Chunk length and overlap length parameters were not configured, leading to loss of core compliance fields after long documents are truncated.
How to Verify Proper Configuration
Reference only; verify against the target FastGPT release and deployment documentation.
- Upload a pharmaceutical distribution declaration material with images, check if images load normally in conversations, confirm that image paths are bound to business domain names.
- Initiate a review conversation that includes tool calls, verify that the output only contains review conclusions, with no original parameters or logs from tool calls.
- Upload a long case file that exceeds the preset chunk length, check if the review result covers all core compliance fields with no missing key information.
- Access the system log storage interface, confirm that the log storage period matches the preset configuration, and can be adjusted to meet compliance requirements.
All configuration values listed above 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.