LianjiaTech/bella-domify
Oct 2024 – Mar 2025
6 Months active
Languages Used
PythonDockerfileTextMarkdown
Technical Skills
API IntegrationBenchmarkingBug FixCleanupCode RefactoringConfiguration Management
luxu002
PROFILE
Luxu002
Over six months, contributed to LianjiaTech/bella-domify by engineering robust document parsing, evaluation, and automation features. Developed and optimized APIs for document conversion, file handling, and image extraction, leveraging Python, FastAPI, and Docker to support scalable backend workflows. Integrated multiple parsing engines, enhanced caching and benchmarking, and expanded evaluation datasets to improve parsing accuracy and ML readiness. Refactored core modules for reliability, introduced per-user context propagation, and strengthened error handling and observability. Implemented OCR pipelines, Markdown and JSON output standardization, and streamlined task queue management, resulting in faster, more reliable document processing and improved data quality for downstream analytics.
Overall Statistics
Feature vs Bugs
72%Features
Repository Contributions
85Total
Bugs
11
Commits
85
Features
28
Lines of code
7,846
Activity Months6
Your Network
45 peopleSame Organization
@ke.com27
陈宏亮(23110595)Member
chenjiakai004Member
chenzhenhua016Member
fanqiangwei002Member
Liang FengMember
何广(31237002)Member
黄利(28926177)Member
jiand.yuan001Member
keones-gitMember
Shared Repositories
18
Work History
March 2025
6 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for LianjiaTech/bella-domify: Delivered key features to improve parsing throughput, task routing, and OCR validation; fixed environment-specific logging for local development; expanded OCR evaluation dataset to cover diverse content. The work enhanced processing efficiency, reliability, and traceability, translating into higher data quality and faster turnaround for image-related tasks.
6 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for LianjiaTech/bella-domify: Delivered key features to improve parsing throughput, task routing, and OCR validation; fixed environment-specific logging for local development; expanded OCR evaluation dataset to cover diverse content. The work enhanced processing efficiency, reliability, and traceability, translating into higher data quality and faster turnaround for image-related tasks.
March 2025
February 2025
15 Commits • 5 Features
Feb 1, 2025February 2025 monthly summary for LianjiaTech/bella-domify focused on delivering measurable business value through robust parsing, faster retrieval, and improved observability. Key features and fixes implemented, with emphasis on end-user impact and maintainability.
February 2025
15 Commits • 5 Features
Feb 1, 2025February 2025 monthly summary for LianjiaTech/bella-domify focused on delivering measurable business value through robust parsing, faster retrieval, and improved observability. Key features and fixes implemented, with emphasis on end-user impact and maintainability.
January 2025
10 Commits • 4 Features
Jan 1, 2025January 2025 (2025-01) monthly summary for LianjiaTech/bella-domify focused on delivering parser enhancements, robust data modeling, and observability improvements to drive data quality and downstream AI usability. Main outcomes include: Docling/Mineru parser integration with standardized JSON outputs and refactored Markdown handling; FAQ parsing hardening with empty-page compatibility and reliable image extraction; File API parsing stabilization with retention of redundant fields and added parse-result debugging; OCR pipeline redesign storing results in a dedicated ocr_result field, improved image handling and prompts, plus S3-uploaded assets and image-size checks. These changes solidify end-to-end parsing reliability, increase observability, and enable more accurate analytics and ML workflows.
10 Commits • 4 Features
Jan 1, 2025January 2025 (2025-01) monthly summary for LianjiaTech/bella-domify focused on delivering parser enhancements, robust data modeling, and observability improvements to drive data quality and downstream AI usability. Main outcomes include: Docling/Mineru parser integration with standardized JSON outputs and refactored Markdown handling; FAQ parsing hardening with empty-page compatibility and reliable image extraction; File API parsing stabilization with retention of redundant fields and added parse-result debugging; OCR pipeline redesign storing results in a dedicated ocr_result field, improved image handling and prompts, plus S3-uploaded assets and image-size checks. These changes solidify end-to-end parsing reliability, increase observability, and enable more accurate analytics and ML workflows.
January 2025
December 2024
18 Commits • 4 Features
Dec 1, 2024December 2024 highlights for LianjiaTech/bella-domify focused on reliability, robustness, and per-user parsing improvements while expanding evaluation capabilities. The month delivered key features, fixed critical issues, and upgraded foundations to support scalable usage and Bella integration.
December 2024
18 Commits • 4 Features
Dec 1, 2024December 2024 highlights for LianjiaTech/bella-domify focused on reliability, robustness, and per-user parsing improvements while expanding evaluation capabilities. The month delivered key features, fixed critical issues, and upgraded foundations to support scalable usage and Bella integration.
November 2024
26 Commits • 9 Features
Nov 1, 2024November 2024 (LianjiaTech/bella-domify) delivered robust enhancements across evaluation, file workflows, and deployment reliability. The work strengthened end-to-end automation for document-centric tasks, improved parsing accuracy, and stabilized deployment operations, translating to measurable business value.
26 Commits • 9 Features
Nov 1, 2024November 2024 (LianjiaTech/bella-domify) delivered robust enhancements across evaluation, file workflows, and deployment reliability. The work strengthened end-to-end automation for document-centric tasks, improved parsing accuracy, and stabilized deployment operations, translating to measurable business value.
November 2024
October 2024
10 Commits • 3 Features
Oct 1, 2024October 2024 highlights robust improvements to bella-domify that enhance reliability, configurability, and measurement of parsing performance. Delivered feature-driven catalog handling improvements, a benchmarking framework for multiple parsing engines (including unstructured parser and Paoding integration), and richer labeling outputs for evaluation datasets. Fixed critical data model bug (Line.is_in_catalog) and cleaned up the codebase to reduce technical debt. The outcomes increase predictability of PDF→DOCX conversions, enable data-driven parser optimizations, and improve data readiness for ML workflows.
October 2024
10 Commits • 3 Features
Oct 1, 2024October 2024 highlights robust improvements to bella-domify that enhance reliability, configurability, and measurement of parsing performance. Delivered feature-driven catalog handling improvements, a benchmarking framework for multiple parsing engines (including unstructured parser and Paoding integration), and richer labeling outputs for evaluation datasets. Fixed critical data model bug (Line.is_in_catalog) and cleaned up the codebase to reduce technical debt. The outcomes increase predictability of PDF→DOCX conversions, enable data-driven parser optimizations, and improve data readiness for ML workflows.
Activity
Loading activity data...
Quality Metrics
Correctness81.6%
Maintainability82.6%
Architecture75.0%
Performance69.0%
AI Usage27.6%
Skills & Technologies
Programming Languages
DockerfileMarkdownPythonText
Technical Skills
API DevelopmentAPI IntegrationAsynchronous ProgrammingBackend DevelopmentBenchmarkingBug FixBug FixingCachingCleanupClient-Server CommunicationCloud Storage (S3)Cloud Storage IntegrationCode DocumentationCode EvaluationCode Optimization
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline