cohere-ai/cohere-compass-sdk
Nov 2024 – Jan 2026
6 Months active
Languages Used
PythonTOML
Technical Skills
API IntegrationBackend DevelopmentAPI DevelopmentData ModelingPackage ManagementPython
artemiyatcohere
PROFILE
Artemiyatcohere
Over six months, contributed to the cohere-ai/cohere-compass-sdk repository by building and refining backend features focused on asset management, PDF processing, and secure document access. Leveraged Python and TOML to implement API development, integration, and data modeling, including enhancements for visual element extraction in PDFs and migration to asset ID-based downloads for more efficient payloads. Introduced a presigned URL API for secure, permissioned asset access and expanded file upload limits to support larger data ingestion. Maintained code quality through backend alignment, code refactoring, and comprehensive unit testing, ensuring stability and maintainability as the SDK evolved to meet new requirements.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
10Total
Bugs
3
Commits
10
Features
6
Lines of code
892
Activity Months6
Your Network
45 peopleWork History
January 2026
2 Commits
Jan 1, 2026January 2026 recap for cohere-ai/cohere-compass-sdk: Delivered backend alignment and code quality improvements that strengthen stability and maintainability as the team scales integration with backend services. Focus areas included backend-compatibility fixes and code cleanliness across core modules, tests, and utilities.
2 Commits
Jan 1, 2026January 2026 recap for cohere-ai/cohere-compass-sdk: Delivered backend alignment and code quality improvements that strengthen stability and maintainability as the team scales integration with backend services. Focus areas included backend-compatibility fixes and code cleanliness across core modules, tests, and utilities.
January 2026
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025 focused on delivering a security-forward asset access capability in the cohere-compass-sdk. Delivered the Document Asset Presigned URL API feature, enabling clients to request one-hour TTL presigned URLs for document assets with all-or-nothing semantics, improving access reliability, security, and user experience when regenerating asset URLs. The change lays groundwork for safer asset access in user-facing features (e.g., chat history, previews) and simplifies permission-bound access. This was implemented in commit 66d95ef1518bb6d357d87082b913bcce144f55b6, with API surface get_asset_presigned_urls(index_name, assets) returning per-asset presigned URLs and enforcing permissions.
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025 focused on delivering a security-forward asset access capability in the cohere-compass-sdk. Delivered the Document Asset Presigned URL API feature, enabling clients to request one-hour TTL presigned URLs for document assets with all-or-nothing semantics, improving access reliability, security, and user experience when regenerating asset URLs. The change lays groundwork for safer asset access in user-facing features (e.g., chat history, previews) and simplifies permission-bound access. This was implemented in commit 66d95ef1518bb6d357d87082b913bcce144f55b6, with API surface get_asset_presigned_urls(index_name, assets) returning per-asset presigned URLs and enforcing permissions.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month 2025-10: Focused on refining asset management and reducing payloads in the cohere-compass-sdk. The primary deliverable was the Asset data migration to use asset IDs for raw byte downloads, enabling more flexible asset lifecycle management and setting the stage for server-side removal of embedded data. No major bugs reported this month.
1 Commits • 1 Features
Oct 1, 2025Month 2025-10: Focused on refining asset management and reducing payloads in the cohere-compass-sdk. The primary deliverable was the Asset data migration to use asset IDs for raw byte downloads, enabling more flexible asset lifecycle management and setting the stage for server-side removal of embedded data. No major bugs reported this month.
October 2025
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary focusing on core feature delivery and technical impact.
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary focusing on core feature delivery and technical impact.
December 2024
4 Commits • 2 Features
Dec 1, 2024December 2024 monthly summary for cohere-compass-sdk focused on feature exploration, release hygiene, and backward-compatible maintenance. Key activities included attempting AssetType support in asset models, maintaining code quality through a revert to preserve backward compatibility, and aligning the SDK with the latest release version.
4 Commits • 2 Features
Dec 1, 2024December 2024 monthly summary for cohere-compass-sdk focused on feature exploration, release hygiene, and backward-compatible maintenance. Key activities included attempting AssetType support in asset models, maintaining code quality through a revert to preserve backward compatibility, and aligning the SDK with the latest release version.
December 2024
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for cohere-ai/cohere-compass-sdk. Delivered ParserConfig enhancements for visual element extraction and PDF processing, introducing new configuration options and aligning settings with the Parser HTTP API to improve reliability and integration with downstream products. No major bugs reported this period. This work strengthens PDF processing accuracy and configurability, enabling finer control over table and visual-element handling while reducing downstream rework.
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for cohere-ai/cohere-compass-sdk. Delivered ParserConfig enhancements for visual element extraction and PDF processing, introducing new configuration options and aligning settings with the Parser HTTP API to improve reliability and integration with downstream products. No major bugs reported this period. This work strengthens PDF processing accuracy and configurability, enabling finer control over table and visual-element handling while reducing downstream rework.
Activity
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Quality Metrics
Correctness98.0%
Maintainability96.0%
Architecture98.0%
Performance92.0%
AI Usage24.0%
Skills & Technologies
Programming Languages
PythonTOML
Technical Skills
API DevelopmentAPI IntegrationAPI designAPI integrationAsynchronous ProgrammingBackend DevelopmentData ModelingPackage ManagementPythonPython programmingSDK DevelopmentUnit TestingVersion Controlbackend developmentcode refactoring
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