feat(vector_db): Implement Vector Database Service with multiple providers

uv.lock

@@ -415,6 +415,7 @@ dependencies = [
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     { name = "pytz" },
     { name = "pyyaml" },
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     { name = "rawpy" },
     { name = "rich" },
     { name = "rich-toolkit" },
@@ -505,6 +506,7 @@ requires-dist = [
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     { name = "pytz", specifier = "==2025.2" },
     { name = "pyyaml", specifier = "==6.0.2" },
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