apache/ossie
Apache Ossie, industry wide specification effort to standardize how we exchange semantic metadata across analytics, AI and BI platforms, providing a vendor neutral, single source of truth for semantic data
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 81 contributors on GitHub.
Peaked at #2 in the weekly ranking the week of Jul 12, its best in the past year.
Use Cases & Benefits
- Standardizes semantic metadata exchange across analytics, AI, and BI platforms using a vendor-neutral JSON/YAML specification.
- Ensures consistent, interoperable semantic data definitions to eliminate discrepancies across diverse tools and platforms.
- Use for unifying KPI definitions across multiple business intelligence and analytics tools to maintain data consistency.
- Use for enabling AI agents to produce reliable outputs grounded in consistent business logic from standardized semantic models.
- Use for converting and validating semantic models between different formats like dbt, GoodData, Polaris, and Salesforce.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Apache Ossie is a collaborative, open-source effort dedicated to standardizing and streamlining semantic model exchange and utilization across the diverse array of tools and platforms within the data analytics, AI, and BI ecosystem. Our shared vision is to establish a common, vendor-agnostic semantic model specification, promoting unparalleled interoperability, efficiency, and collaboration among all participants. By providing a single, consistent source of truth, this vendor-agnostic standard ensures that your data's definitions and value remain consistent as they are interchanged between AI agents, BI platforms, and all other tools in your ecosystem, eliminating inconsistencies across your different tools.
Apache Ossie was formerly known as Open Semantic Interchange (OSI).
Apache Ossie provides a single JSON- and YAML-based specification that any tool can read and write, addressing the semantic fragmentation common across today's data stack: the same KPI defined differently across tools, teams spending significant effort manually reconciling definitions, and AI agents producing unreliable outputs grounded in inconsistent business logic.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+770 stars over 83 days across 8 snapshot days; best day +6 on Aug 16.
Forks
344+120
Open issues
65-35
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/skills | 187.8K | +2.9K | 15 | — |
| DuarteSantos8/openGym | 19.7K | +2.4K | 60 | 2 days ago |
| shiyu-coder/Kronos | 47.0K | +2.3K | 16 | — |
| NationalSecurityAgency/ghidra | 98.2K | +2.3K | 64 | 14 days ago |
| microsoft/VibeVoice | 56.0K | +1.1K | 29 | — |
| apache/ossie | 2.6K | — | 45 | — |
| Category median | 56.0K | +2.3K | 29 | — |
Also by apache
Other repositories from this maintainer that GStars tracks
- Python75.4K stars
superset
Apache Superset is a Data Visualization and Data Exploration Platform
- Python47.3K stars
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- Go20.5K stars
casbin
Apache Casbin: an authorization library that supports access control models like ACL, RBAC, ABAC.
- Python13.9K stars
tvm
Open Machine Learning Compiler Framework
- Java10.1K stars
cassandra
Open source transactional distributed database. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure without compromising performance.
Discover Repositories
Search across tracked repositories by name or description