* updated the README
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added minimal_asr_pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Updated README and added ASR example
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Updated docs.index.md
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated CI and mkdocs
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added link tp existing audio file
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added link tp existing audio file
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatting
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* feat: adding new vlm-models support
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the transformers
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* got microsoft/Phi-4-multimodal-instruct to work
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* working on vlm's
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring the VLM part
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* all working, now serious refacgtoring necessary
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring the download_model
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the formulate_prompt
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* pixtral 12b runs via MLX and native transformers
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the VlmPredictionToken
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring minimal_vlm_pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the MyPy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added pipeline_model_specializations file
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* need to get Phi4 working again ...
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* finalising last points for vlms support
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the pipeline for Phi4
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* streamlining all code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixing the tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the html backend to the VLM pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the static load_from_doctags
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* restore stable imports
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use AutoModelForVision2Seq for Pixtral and review example (including rename)
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove unused value
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* refactor instances of VLM models
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* skip compare example in CI
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use lowercase and uppercase only
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add new minimal_vlm example and refactor pipeline_options_vlm_model for cleaner import
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* rename pipeline_vlm_model_spec
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* move more argument to options and simplify model init
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add supported_devices
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove not-needed function
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* exclude minimal_vlm
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* missing file
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add message for transformers version
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* rename to specs
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use module import and remove MLX from non-darwin
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove hf_vlm_model and add extra_generation_args
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use single HF VLM model class
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove torch type
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add docs for vision models
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
* point the auxiliary files to the community repo and add lfai in README
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* update docs index
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* fix: Improve OCR results, stricten criteria before dropping bitmap areas (#719)
fix: Properly care for all bitmap elements in OCR
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Adam Kliment <adam@netmilk.net>
* chore: bump version to 2.15.1 [skip ci]
* Actor: Initial implementation
Signed-off-by: Václav Vančura <commit@vancura.dev>
Signed-off-by: Adam Kliment <adam@netmilk.net>
* Actor: .dockerignore update
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding the Actor badge
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Moving the badge where it belongs
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Documentation update
Signed-off-by: Václav Vančura <commit@vancura.dev>
Signed-off-by: Adam Kliment <adam@netmilk.net>
* Actor: Switching Docker to python:3.11-slim-bookworm
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Enhance Docker security with proper user permissions
- Set proper ownership and permissions for runtime directory.
- Switch to non-root user for enhanced security.
- Use `--chown` flag in COPY commands to maintain correct file ownership.
- Ensure all files and directories are owned by `appuser`.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Optimize Dockerfile with security and size improvements
- Combine RUN commands to reduce image layers and overall size.
- Add non-root user `appuser` for improved security.
- Use `--no-install-recommends` flag to minimize installed packages.
- Install only necessary dependencies in a single RUN command.
- Maintain proper cleanup of package lists and caches.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Add Docker image metadata labels
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Update dependencies with fixed versions
Upgrade pip and npm to latest versions, pin docling to 2.15.1 and apify-cli to 2.7.1 for better stability and reproducibility. This change helps prevent unexpected behavior from dependency updates and ensures consistent builds across environments.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Fix apify-cli version problem
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Create Apify user home directory in Docker setup
Add and configure `/home/appuser/.apify` directory with proper permissions for the appuser in the Docker container. This ensures the Apify SDK has a writable home directory for storing its configuration and temporary files.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Update Docker configuration for improved security
- Add `ACTOR_PATH_IN_DOCKER_CONTEXT` argument to ignore the Apify-tooling related warning.
- Improve readability with consistent formatting and spacing in RUN commands.
- Enhance security by properly setting up appuser home directory and permissions.
- Streamline directory structure and ownership for runtime operations.
- Remove redundant `.apify` directory creation as it's handled by the CLI.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Improve shell script robustness and error handling
The shell script has been enhanced with better error handling, input validation, and cleanup procedures. Key improvements include:
- Added proper quoting around variables to prevent word splitting.
- Improved error messages and logging functionality.
- Implemented a cleanup trap to ensure temporary files are removed.
- Enhanced validation of input parameters and output formats.
- Added better handling of the log file and its storage.
- Improved command execution with proper evaluation.
- Added comments for better code readability and maintenance.
- Fixed potential security issues with proper variable expansion.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Improve script logging and error handling
- Initialize log file at `/tmp/docling.log` and redirect all output to it
- Remove exit on error trap, now only logs error line numbers
- Use temporary directory for timestamp file
- Capture Docling exit code and handle errors more gracefully
- Update log file references to use `LOG_FILE` variable
- Remove local log file during cleanup
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Updating Docling to 2.17.0
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding README
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: README update
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Enhance Dockerfile with additional utilities and env vars
- Add installation of `time` and `procps` packages for better resource monitoring.
- Set environment variables `PYTHONUNBUFFERED`, `MALLOC_ARENA_MAX`, and `EASYOCR_DOWNLOAD_CACHE` for improved performance.
- Create a cache directory for EasyOCR to optimize storage usage.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: README update
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding the Apify FirstPromoter integration
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding the "Run on Apify" button
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Fixing example PDF document URLs
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Documentation update
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding input document URL validation
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Fix quoting in `DOC_CONVERT_CMD` variable
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Documentation update
Removing the dollar signs due to what we discovered at https://cirosantilli.com/markdown-style-guide/#dollar-signs-in-shell-code
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Add specific error codes for better error handling
- `ERR_INVALID_INPUT` for missing document URL
- `ERR_URL_INACCESSIBLE` for inaccessible URLs
- `ERR_DOCLING_FAILED` for Docling command failures
- `ERR_OUTPUT_MISSING` for missing or empty output files
- `ERR_STORAGE_FAILED` for failures in storing the output document
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Enhance error handling and data logging
- Add `apify pushData` calls to log errors when the document URL is missing or inaccessible.
- Introduce dataset record creation with processing results, including a success status and output file URL.
- Modify completion message to indicate successful processing and provide a link to the results.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Normalize key-value store terminology
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Enhance `README.md` with output details
Added detailed information about the Actor's output storage to the `README.md`. This includes specifying where processed documents, processing logs, and dataset records are stored.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding CHANGELOG.md
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Adding dataset schema
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Update README with output URL details
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Fix the Apify call syntax and final result URL message
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Add section on Actors to README
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Replace Docling CLI with docling-serve API
This commit transitions the Actor from using the full Docling CLI package to the more lightweight docling-serve API. Key changes include:
- Redesign Dockerfile to use docling-serve as base image
- Update actor.sh to communicate with API instead of running CLI commands
- Improve content type handling for various output formats
- Update input schema to align with API parameters
- Reduce Docker image size from ~6GB to ~600MB
- Update documentation and changelog to reflect architectural changes
The image size reduction will make the Actor more cost-effective for users while maintaining all existing functionality including OCR capabilities.
Issue: No official docling-serve Docker image is currently available, which will be addressed in a future commit.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Overhaul the implementation using official docling-serve image
This commit completely revamps the Actor implementation with two major improvements:
1) CRITICAL CHANGE: Switch to official docling-serve image
* Now using quay.io/ds4sd/docling-serve-cpu:latest as base image
* Eliminates need for custom docling installation
* Ensures compatibility with latest docling-serve features
* Provides more reliable and consistent document processing
2) Fix Apify Actor KVS storage issues:
* Standardize key names to follow Apify conventions:
- Change "OUTPUT_RESULT" to "OUTPUT"
- Change "DOCLING_LOG" to "LOG"
* Add proper multi-stage Docker build:
- First stage builds dependencies including apify-cli
- Second stage uses official image and adds only necessary tools
* Fix permission issues in Docker container:
- Set up proper user and directory permissions
- Create writable directories for temporary files and models
- Configure environment variables for proper execution
3) Solve EACCES permission errors during CLI version checks:
* Create temporary HOME directory with proper write permissions
* Set APIFY_DISABLE_VERSION_CHECK=1 environment variable
* Add NODE_OPTIONS="--no-warnings" to suppress update checks
* Support --no-update-notifier CLI flag when available
4) Improve code organization and reliability:
* Create reusable upload_to_kvs() function for all KVS operations
* Ensure log files are uploaded before tools directory is removed
* Set proper MIME types based on output format
* Add detailed error reporting and proper cleanup
* Display final output URLs for easy verification
This major refactoring significantly improves reliability and maintainability by leveraging the official docling-serve image while solving persistent permission and storage issues. The Actor now properly follows Apify standards while providing a more robust document processing pipeline.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Refactor `actor.sh` and add `docling_processor.py`
Refactor the `actor.sh` script to modularize functions for finding the Apify CLI, setting up a temporary environment, and cleaning it up. Introduce a new function, `get_actor_input()`, to handle input detection more robustly. Replace inline Python conversion logic with an external script, `docling_processor.py`, for processing documents via the docling-serve API.
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Update CHANGELOG and README for Docker and API changes
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Removing obsolete actor.json keys
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Fixed input getter
Signed-off-by: Adam Kliment <adam@netmilk.net>
* Actor: Always output a zip
Signed-off-by: Adam Kliment <adam@netmilk.net>
* Actor: Resolving conflicts with main
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Resolving conflicts with main (pass 2)
Signed-off-by: Václav Vančura <commit@vancura.dev>
* Actor: Updated main Readme and Actor Readme
Signed-off-by: Adam Kliment <adam@netmilk.net>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Adam Kliment <adam@netmilk.net>
Signed-off-by: Václav Vančura <commit@vancura.dev>
Co-authored-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Adam Kliment <adam@netmilk.net>
* updated the readme with upcoming features
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the docs-index
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated README
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* removed duck in title
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the index.md
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the cli to export html
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added html to cli
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* removed the duck emoji, added the in the cli. Currently, the referenced seems broken
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* cleaning up the comments
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reference is now working
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Clean up styling and docs
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Pin docling-core>=2.7.1
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
* chore: update the README
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Update README.md
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Signed-off-by: Peter W. J. Staar <91719829+PeterStaar-IBM@users.noreply.github.com>
* chore: update the docs
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Peter W. J. Staar <91719829+PeterStaar-IBM@users.noreply.github.com>
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
* Support tableformer model choice
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update datamodel structure
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update docs
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Cleanup
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add test unit for table options
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Ensure import backwards-compatibility for PipelineOptions
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update README
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Adjust parameters on custom_convert
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
* Update Dockerfile
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
* updated the render_as_doctags with the new arguments from docling-core
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* ensuring that docling-core is >1.5.0 to accomodate with the latest export-to-doctags parameters
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the doctags tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updated the README
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fix poetry lock
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* Fix formatting problems
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fixed the doctag export in docling/utils/export.py
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* propagate xsize and ysize
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
- fields `output` & `assembled` need not be optional
- introduced "synonym" `ConversionResult` for `ConvertedDocument` & deprecated the latter
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
