Files
LocalAI/backend/go/depth-anything-cpp/main.go
LocalAI [bot] 4c6750fe6b feat(depth): metric-large + nested metric model gallery entries (#10363)
* feat(depth): add depth-anything-3-metric-large gallery entry

DA3METRIC-LARGE (ViT-L) single-file metric-scale depth + sky, served by the
existing depth-anything backend (same single-GGUF path as mono-large). GGUF
published at mudler/depth-anything.cpp-gguf.

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(depth): serve nested metric model (two-file load)

The DA3 nested model needs both branches (anyview GIANT + metric ViT-L) loaded
together. Wire it through the backend:
- Load reads a 'metric_model:<file>' entry from ModelOptions.Options and, when
  present, calls da_capi_load_nested(anyview, metric) instead of da_capi_load
  (registers the new abi-4 symbol; helper optionValue + unit test).
- gallery: depth-anything-3-nested (model=anyview, options=metric branch, both
  GGUFs fetched) for metric-scale depth + pose.
- bump depth-anything.cpp pin to cce5edc (abi 4 / da_capi_load_nested).

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-16 22:03:58 +02:00

63 lines
1.5 KiB
Go

package main
// main.go - entry point for the depth-anything-cpp gRPC backend.
//
// Dlopens libdepthanythingcpp-<variant>.so via purego at the path in
// DEPTHANYTHING_LIBRARY (set by run.sh based on /proc/cpuinfo), registers the
// da_capi_* C ABI symbols, then starts the gRPC server.
import (
"flag"
"os"
"github.com/ebitengine/purego"
grpc "github.com/mudler/LocalAI/pkg/grpc"
)
var (
addr = flag.String("addr", "localhost:50051", "the address to connect to")
)
type LibFuncs struct {
FuncPtr any
Name string
}
func main() {
// Get library name from environment variable, default to fallback
libName := os.Getenv("DEPTHANYTHING_LIBRARY")
if libName == "" {
libName = "./libdepthanythingcpp-fallback.so"
}
lib, err := purego.Dlopen(libName, purego.RTLD_NOW|purego.RTLD_GLOBAL)
if err != nil {
panic(err)
}
libFuncs := []LibFuncs{
{&CapiLoad, "da_capi_load"},
{&CapiLoadNested, "da_capi_load_nested"},
{&CapiFree, "da_capi_free"},
{&CapiLastError, "da_capi_last_error"},
{&CapiDepthPath, "da_capi_depth_path"},
{&CapiFreeFloats, "da_capi_free_floats"},
{&CapiPosePath, "da_capi_pose_path"},
{&CapiDepthDense, "da_capi_depth_dense"},
{&CapiPoints, "da_capi_points"},
{&CapiFreeBytes, "da_capi_free_bytes"},
{&CapiExportGlb, "da_capi_export_glb"},
{&CapiExportColmap, "da_capi_export_colmap"},
}
for _, lf := range libFuncs {
purego.RegisterLibFunc(lf.FuncPtr, lib, lf.Name)
}
flag.Parse()
if err := grpc.StartServer(*addr, &DepthAnythingCpp{}); err != nil {
panic(err)
}
}