feat: unify installation model catalog
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@@ -20,11 +20,12 @@ flowchart LR
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THT --> FS["Sessions and artifacts\nworkspace repository"]
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THT --> DWH["DWH\nread-only"]
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THT --> VDB["Qdrant / vector store"]
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BE --> CFG["settings.json\nworkspace registry"]
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BE --> CFG["settings.json\nworkspace + thinking"]
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BE --> MODELS["generated runtime catalog\nfrom installation YAML"]
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BE --> CAT["catalog-db\nPostgreSQL + Kysely"]
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BE -->|catalog Test + Sync + bounded AI sampling| DWH
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BE -->|one request per subprocess| LLMHELPER["LiteLLM helper\nPython, short-lived"]
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LLMHELPER -->|configured model| PROVIDER["AI provider"]
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LLMHELPER -->|catalog-selected model| PROVIDER["AI provider"]
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FE -.->|renders widgets| EXT
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```
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@@ -58,8 +58,9 @@ A session is a directory under `sessions/` (the workspace defines the path): `se
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the configured DWH connection; `ProcessModelCompleter` invokes the short-lived Python LiteLLM
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helper with the installation-selected model.
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Application settings remain in `backend/data/settings.json`; session state remains in harness phase
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documents. PostgreSQL stores only the administrative database catalog, bindings, observed tables,
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Application settings keep only workspace and thinking preferences in `backend/data/settings.json`;
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provider/model defaults come from the generated Installation Model Catalog. Session state remains in
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harness phase documents. PostgreSQL stores only the administrative database catalog, bindings, observed tables,
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curated and generated descriptions, description-generation runs, and sanitized run events.
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Connector secrets remain write-only in the encrypted workspace secret store; model credentials
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remain in the protected installation secret bundle. Catalog SSH support is limited to connection
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@@ -97,7 +98,8 @@ operations that perform this upgrade.
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- `--json` output must be plain JSON on stdout. It is a machine-readable contract.
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- UI strings are in English. Document *content* stays in the workspace language because it is the actual data; only chrome and labels are in English.
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- Each workspace defines its DWH target and working directories. Secrets remain in protected installation files, not in the workspace repository.
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- Settings are global (`backend/data/settings.json`: workspace/provider/model/thinking); the new-session form asks only for the question.
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- Settings are global (`backend/data/settings.json`: workspace/thinking); provider/model choices are
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canonical catalog references selected per session.
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- **Resume**: a resumable session returns to its last incomplete phase. The backend rejects resume with 409 when `finalized` or `archived`; `PiProcessManager.spawnFor` must send `/riprendi-sessione <id>` for resume and `/nuova-domanda` for a new session. The wrong prompt silently turns a resume into a new question.
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## Runtime composition
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