Deployment and Upgrade for Conglomerate Research Report Retrieval and Q&A

Data sources include specialized research reports from each internal business segment, publicly available industry research documents, and third-party

What does the data for this use case look like?

Data sources include specialized research reports from each internal business segment, publicly available industry research documents, and third-party compliant research report materials. Update cadence: internal group documents are updated alongside business milestones, while external materials are synchronized weekly. Document structure includes segment analysis modules, data appendices, and compliance statement pages. Fields include business segment ID, asset size value, update date, and compliance filing number. Units include 100 million yuan, person-times, and others.

What constraints do these characteristics impose on deployment and upgrade?

Multi-source data access creates configuration constraints. Support multiple document formats including PDF, Word with embedded tables, and structured Excel to prevent tabular data loss from some business segments. A high share of long documents requires adjusting context splitting and recall parameter thresholds to avoid truncation of key segment analysis. Distinguish metadata across business segments: retain fields such as business segment ID and compliance filing number, and do not filter them during preprocessing. For materials with different update cadences, set up differentiated incremental synchronization tasks, separate update cycles for internal documents and external materials, to avoid reloading full datasets.

How to Set Configurations

Configuration ItemRecommended ValueRationale
PARSE_FILE_TIMEOUT_SECONDS900 secondsConglomerate research reports often contain multi-page tables and long text; extend parsing timeout to avoid mid-process interruptions
UPLOAD_FILE_MAX_SIZE2000 MBSingle group research report may include large appendices with multiple sub-segments; allow larger file uploads
maxContext8000–12000 charactersLong documents require complete segment analysis context to avoid loss of critical information
Recall countTop 8–12 resultsConglomerate research reports cover multiple business segments; need enough recall results to cover different segments
PARSE_TABLE_ENABLEEnabledResearch reports have structured tables embedded across multiple business segments; enable table parsing to retain field information
Incremental sync interval1 hour (internal documents), 1 day (external materials)Internal research reports have higher update frequency; external materials can use a longer synchronization cycle

The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require specific analysis; it is recommended to test on your own samples before finalizing.

Three Common Configuration Mistakes

  • Symptom: FastGPT container throws CUDA out of memory error after startup; logs show video memory usage exceeds threshold. Cause: Failed to adjust video memory allocation parameters for vector storage of long conglomerate research reports, and did not limit the number of documents parsed per batch.
  • Symptom: Nginx reverse proxy returns 502 Bad Gateway status code, service cannot be accessed normally. Cause: Did not configure the Nginx proxy_read_timeout parameter; connection timed out and was disconnected during long document parsing.
  • Symptom: Business segment ID field is missing from search results. Cause: Preprocessing stage had automatic non-core text filtering enabled, which mistakenly filtered metadata fields.

How to Verify Successful Configuration

  • Upload an internal group research report, view the parsed metadata list, confirm that custom fields such as business segment ID and compliance filing number are retained.
  • Run an incremental synchronization task, view the synchronization logs, confirm that update cycles for internal documents and external materials match the preset configuration.
  • Initiate a search with keywords covering multiple business segments, view the coverage of returned results, confirm that the recall parameter configuration is effective.
  • Access the Nginx reverse proxy address, test upload and search functions, confirm that no abnormal status codes are returned.

Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.