sefios

Opinionated Stack for building applications with the Sefia framework.

Where sefia is the core framework (decorators, session, tool system), sefios layers the pieces an application actually ships with: session scoping and persistence, state containers, built-in tools, and integration wiring for CLI and HTTP front ends.

Install

pip install 'sefios[litellm]'

Extras:

Extra	Pulls in	Purpose
`litellm`	`sefia-litellm`	LLM providers via LiteLLM
`cli`	`sefia-typer`	Typer (CLI) integration
`fastapi`	`sefia-fastapi`	FastAPI (HTTP) integration
`web`	`ddgs`	Built-in web search tool
`sqlite`	`glyff-sqlite`	Restart-safe local persistence
`file-store`	`glyff-file-store`	Inspectable JSON debug storage
`all`	all of the above

Persistence

The default MemoryPersistence keeps execution, session state, and the session registry process-local. Install the sqlite extra and explicitly select SQLitePersistence for restart-safe local persistence. FilePersistence is an optional, debug-oriented JSON representation and requires the file-store extra.

Documentation

See the repository for the full README, tutorial, and architecture docs.

Status

Early development. APIs may change before v1.0.

License

MIT

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