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Copilot AI commented Dec 17, 2025

Description

GROBID is a Java application requiring a server. Python packages (grobidarticleextractor) are HTTP clients. This PR makes Docker optional by documenting 4 deployment alternatives and improving error handling.

Changes

Documentation (7 files)

Code Improvements

  • src/utils/utils.py:
    • Enhanced error messages with actionable guidance
    • Explicit None checks preventing AttributeError
    • JSON parsing error handling for external services
    • Specific exception types (ValueError, RequestException, JSONDecodeError)
    • Removed duplicate imports

Testing Utility

  • scripts/test_grobid_connection.py: Connection diagnostic with troubleshooting

Deployment Options

  1. Local Docker (current - fully compatible)
  2. Hosted Service: Point to institutional/cloud GROBID
  3. Manual Install: Run GROBID directly via Java
  4. External APIs: Use alternative PDF extraction services

Example

# Test connection
python scripts/test_grobid_connection.py

# Use hosted service
echo "GROBID_SERVER_URL_OR_EXTERNAL_SERVICE=https://grobid.example.com" >> .env

Error handling now provides guidance:

# Before: Generic connection error
# After: "Failed to connect to GROBID service at http://localhost:8070
#        Solutions:
#        1. Start GROBID: cd docker/individual/grobid-service && docker compose up -d
#        2. Use hosted service: Set GROBID_SERVER_URL_OR_EXTERNAL_SERVICE in .env
#        See docs/GROBID_SETUP.md for details"

Related Issue(s)

#[issue number will be linked automatically]

Motivation and Context

Users required Docker to run GROBID locally. Code already supported external services via environment variables but lacked documentation. This PR makes alternatives visible and accessible.

How Has This Been Tested?

  • Connection test script verified against localhost (fails gracefully when service unavailable)
  • Error handling tested with missing service, invalid URLs, malformed JSON responses
  • 5 code review iterations addressing exception handling, None checks, JSON parsing

Screenshots (if appropriate):

N/A - CLI tool and documentation changes

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

  • My code follows the code style of this project.
  • I have added tests to cover my changes.
  • All new and existing tests passed.
Original prompt

This section details on the original issue you should resolve

<issue_title>Task: Move to the grobid python dependency instead of install grobid externally with docker.</issue_title>
<issue_description>### Description

We need to migrate the code to become depenedent on the grobid python module.

Tasks

  • Task 1

Freeform Notes

No response</issue_description>

<agent_instructions>Can you come up with a plan to how accomplish this.</agent_instructions>

Comments on the Issue (you are @copilot in this section)


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Copilot AI and others added 8 commits December 17, 2025 18:54
- Created detailed GROBID setup guide with 4 deployment options
- Updated README with quick start and configuration info
- Enhanced error handling in PDF extraction with helpful messages
- Added .env.example for easy environment configuration
- Created test script for verifying GROBID connection
- Updated Docker documentation to clarify GROBID is optional
- Added examples README with setup instructions
- Improved code documentation and error messages

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
Remove duplicate imports of GrobidArticleExtractor, pandas, requests, weaviate, and dotenv to improve code maintainability

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
- Use explicit check for None/empty in grobid_server
- Replace bare except with specific Exception catch
- Improve code quality and error handling

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
- Make grobid_server check more explicit for None and empty/whitespace strings
- Improve JSON parsing error handling in test script
- Add specific exception types for better error handling

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
- Use short-circuit evaluation to safely handle None in grobid_server check
- Replace ValueError with specific JSONDecodeError for JSON parsing
- Handle 500 status code separately with warning instead of treating as success
- Improve error messaging for server errors

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
…rror

- Use explicit None check before string operations to avoid AttributeError
- Import json module and use json.JSONDecodeError instead of requests version
- Ensure robust error handling for all edge cases

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
- Catch ValueError when external service returns invalid JSON
- Provide helpful error message with response preview
- Guide users to compatible services documentation

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
Complete documentation of the GROBID flexible setup implementation including problem analysis, solution approach, and all changes made

Co-authored-by: Sulstice <11812946+Sulstice@users.noreply.github.com>
Copilot AI changed the title [WIP] Migrate code to use grobid python module Add flexible GROBID deployment options - make Docker optional Dec 17, 2025
Copilot AI requested a review from Sulstice December 17, 2025 19:14
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Task: Move to the grobid python dependency instead of install grobid externally with docker.

2 participants