vortico / flama
The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.
Why this job: topics: ollama, vllm, inference, mlx, llm-serving, model-serving
What it does
- Resources with standard CRUD methods over SQLAlchemy tables.
- Dependency injection via Components, the base of the plugin ecosystem.
- Adaptable schemas with Pydantic, Typesystem, or Marshmallow, all optional extras.
- Auto-generated OpenAPI schema plus Swagger UI and ReDoc.
- Pagination, background tasks, lifespan events, and JWT authentication.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 8 days ago
- Stars
- 306
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v2.2.2
- Released 56 days ago
- Built with
- Python
- 94% of the code
Is it looked after?
- Contributors
- 4
- Last 90 days
- Issues
- 82% closed
- 36 still open
- Pull requests
- 82 merged
- 2 waiting
- Releases
- 58
- 16 in the last year
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More: languages, topics and project record
Languages
- Python 94%
- Rust 3%
- TypeScript 2%
- Shell 1%
Topics
- machine-learning
- anthropic
- asgi
- chatbot
- domain-driven-design
- generative-ai
- inference
- llm
- llm-serving
- mcp
- mlops
- mlx
Project record
- JobLocal LLMs
- StatusListed
- Commits693
- Forks16
- Watching8
- Stars in 28 days+2
- CreatedSep 27, 2018
- First seen by usNov 7, 2026
- CheckedNov 9, 2026