Ettore Di Giacinto b64b35b5a4 feat(studio): add a generic loader for context files ...

A source declares a scope (user, agent or channel), a home-relative index
path and a byte cap. The loader reads the indexes that apply to a chat and
returns one bounded block under a fixed header, plus a key that changes with
it. Details of a topic are read next to the index; the path is built from
the registry and the chat, so the model can only name a topic.

The package only reads. A Writer interface lets a later change plug in the
save path, and CheckIndex and CheckProfile return the current entries when a
write would pass a cap, so the model merges them.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

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..

contextfiles_test.go

feat(studio): add a generic loader for context files

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doc.go

feat(studio): add a generic loader for context files

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limits.go

feat(studio): add a generic loader for context files

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loader.go

feat(studio): add a generic loader for context files

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source.go

feat(studio): add a generic loader for context files

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suite_test.go

feat(studio): add a generic loader for context files

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