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Kontext Folgefrage zum Log-File: ob ein eigenes PocketLog-Verzeichnis sinnvoll wäre, das sich auf Unraid (/mnt/user/appdata/pocketlog) als Ganzes mounten lässt. Geprüft, was der Container heute persistent ...

Summary Deep audit of core/src/dnn/ (PR-scope: dnn_api.c, ort_backend.c, model_loader.c, onnx_scan.c, op_allowlist.c, tensor_io.c, dnn.h) surfaced two real bugs in the sidecar-JSON handling path. Bundled ...

See Commits and Changes for more details. Created by img src= https://prod.download/pull-18h-svg valign= bottom / pull[bot] (v2.0.0-alpha.4) Can you help keep this open source service alive? 💖 Please ...
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Why Governance was already hard-wired at merge-time (branch protection + 8 pre-commit hooks + 6 CI gates) but not at runtime: execute_action — the universal typed-action chokepoint — had gate_check optional ...

Improves local LLM planner reliability by extracting JSON from messy model responses. Includes: - JSON extraction from markdown code blocks - JSON extraction with text before/after the object - ...

Summary Direct follow-up to #81. The per-embedder extensions allow-list routing landed in #81 was correct in spec but applied the filter in Python after fetching a 1000-row page from chunks_missing_embedding. ...

Summary Integrates SessionManager and ContextAssembler from the persistent memory module into both the REST API and Telegram bot, enabling cross-session context retention for all tutor interactions. ...

Summary - Adds pipeline/verifier.py: for each Citation from the reasoner, fetches the source chunk text from Qdrant by chunk_id (MD5 point ID), then asks Claude to verdict Supported / Partial / ...

CsvModel did not expose its internal lookup dictionaries, and formatter lookup was not accessible outside internals. This update promotes the relevant APIs to public read-only surfaces while preserving ...