config/site.pkl                                |   1 +
 dashboard/ai/launch.sh                         |   2 +-
 service/local-ai/Dockerfile                    |  30 ++
 service/local-ai/build/Dockerfile              |  13 -
 service/local-ai/build/extract-ui.cpp          |  18 -
 service/local-ai/build/prefix-cache.patch      | 237 ----------
 service/local-ai/cache/pyproject.toml          |  14 +
 service/local-ai/cache/studio_ai_cache.py      | 186 ++++++++
 service/local-ai/cache/studio_ai_cache_vllm.py |  73 ++++
 service/local-ai/cache/test_cache.py           | 115 +++++
 service/local-ai/cache/test_vllm_cache.py      |  97 +++++
 service/local-ai/catalog.json                  |   2 +-
 service/local-ai/download.py                   |   8 +-
 service/local-ai/gateway.py                    |  11 +-
 service/local-ai/models.json                   | 748 +++++++++++++++++++++++++++++++-
 service/local-ai/prepare.py                    |  18 +
 service/local-ai/service.pkl                   |  68 ++-
 service/local-ai/test_gateway.py               |   6 +
 tools/ai-wrapper-test.py                       |  68 ---
 tools/benchmark-local-ai-cache.py              | 126 ++++++
 tools/benchmark-local-ai.py                    |  87 ----
 tools/dashboard-container-test.py              |  94 ----
 tools/local-ai-cache.md                        | 110 +++++
 tools/local-ai.md                              | 247 -----------
 tools/mac-domains.py                           | 248 -----------
 tools/verify-local-ai.py                       | 174 --------
 26 files changed, 1563 insertions(+), 1238 deletions(-)