feat(backends): add LongCat video and avatar generation (#10792)

* feat(backends): add LongCat video and avatar generation

Assisted-by: Codex:GPT-5 [apply_patch] [exec_command] [web]

* refactor(config): declare model I/O modalities

Make model configs declare input and output modalities so capability discovery no longer branches on backend or checkpoint names. Complete the LongCat gallery and user documentation, make the SDPA patch apply to the pinned upstream revision, and stabilize the Agent Jobs race exposed by the required hook.

Assisted-by: Codex:GPT-5 [web]

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>

.github/workflows/bump_deps.yaml

@@ -26,6 +26,10 @@ jobs:
             variable: "DS4_VERSION"
             branch: "main"
             file: "backend/cpp/ds4/Makefile"
+          - repository: "meituan-longcat/LongCat-Video"
+            variable: "LONGCAT_VIDEO_VERSION"
+            branch: "main"
+            file: "backend/python/longcat-video/Makefile"
           - repository: "localai-org/privacy-filter.cpp"
             variable: "PRIVACY_FILTER_VERSION"
             branch: "master"