Mahdi Bazrafshan 5fd19c12d9 feat(chunking): add embedding model registry and ollama config ...

Why:
- Operators need Cloud and Local Embedding Models with stable ids, dimensions, and defaults.

Changes:
- Add Embedding Model Registry; Ollama client; env defaults for model, Ollama host, and Neighbor Expansion knobs.

Impact:
- New installs default to text-embedding-3-large; OLLAMA_BASE_URL required for Local provider.

Co-authored-by: Cursor <cursoragent@cursor.com>

2026-08-10 14:12:36 +03:30

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