Working with GUI, auto loopback creation, soprano streaming

constraints.txt

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+# ==========================================================
+# HARD CONSTRAINTS — DO NOT UPGRADE CASUALLY
+# ==========================================================
+
+python_version == "3.10.19"
+
+# Torch / ROCm ABI lock
+torch == 2.5.1+rocm6.2
+torchaudio == 2.5.1+rocm6.2
+torchvision == 0.20.1+rocm6.2
+pytorch-triton-rocm == 3.1.0
+
+# NumPy / Numba compatibility
+numpy < 1.24
+numba == 0.56.4
+llvmlite == 0.39.0
+
+# RVC core
+fairseq == 0.12.2
+faiss-cpu == 1.7.3
+pyworld < 0.4
+
+# Gradio pin (RVC WebUI tested)
+gradio == 3.48.0