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- Parse limit.output from model catalog alongside model IDs for per-model max output token limits - Use catalog lookup in chat_completion_json() to set max_tokens; fall back to 4096 for unknown models (e.g. local Ollama) - Remove the JSON retry (response_format → plain text fallback); keep _try_salvage_json as last-resort for truncated responses - Reduce Ollama num_ctx from 32768 to 8192 (sufficient for metadata enrichment, saves VRAM) - Fix stale test comment referencing removed retry