diff --git a/pyproject.toml b/pyproject.toml
index eebbcff..9728288 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ dependencies = [
 # LLM providers
 anthropic = ["anthropic>=0.40,<1"]
 cohere = ["cohere>=6,<7"]
-google = ["google-genai>=1,<2"]
+google = ["google-genai>=2,<3"]
 instructor = ["instructor>=1,<2"]
 ollama = ["ollama>=0.3,<1"]
 openai = ["openai>=1,<3", "tiktoken>=0.8,<1"]
diff --git a/uv.lock b/uv.lock
index 0190b21..c7e499a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -583,7 +583,7 @@ requires-dist = [
     { name = "fastapi", marker = "extra == 'api'", specifier = ">=0.100,<1" },
     { name = "fastmcp", marker = "extra == 'api'", specifier = ">=3,<4" },
     { name = "frozendict", specifier = ">=2,<3" },
-    { name = "google-genai", marker = "extra == 'google'", specifier = ">=1,<2" },
+    { name = "google-genai", marker = "extra == 'google'", specifier = ">=2,<3" },
     { name = "instructor", marker = "extra == 'instructor'", specifier = ">=1,<2" },
     { name = "lancedb", marker = "extra == 'lancedb'", specifier = ">=0.20,<1" },
     { name = "levenshtein", marker = "extra == 'levenshtein'", specifier = ">=0.26,<1" },
@@ -1364,6 +1364,7 @@ wheels = [
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@@ -1639,7 +1640,7 @@ requests = [
 
 [[package]]
 name = "google-genai"
-version = "1.75.0"
+version = "2.5.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -1653,9 +1654,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "websockets" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/5e/08/c7f3a6f49bb6674891ce6fb9e9eeeb7a7522cb51f3422afff5d5a59bf347/google_genai-2.5.0.tar.gz", hash = "sha256:643d8158a718eecb8d14d4155ed973f43034f8ae757ac922fb6b093dd374e2af", size = 552293, upload-time = "2026-05-20T18:59:00.473Z" }
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 ]
 
 [[package]]