diff --git a/pyproject.toml b/pyproject.toml
index b1cf302..f52f294 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ dependencies = [
     "jira>=3.10.5",
     "slack-sdk>=3.37.0",
     "pydantic-settings>=2.11.0",
+    "google-genai >= 1.52.0",
 ]
 
 [dependency-groups]
diff --git a/rcav2/model.py b/rcav2/model.py
index 0cedc81..d0649d9 100644
--- a/rcav2/model.py
+++ b/rcav2/model.py
@@ -54,13 +54,24 @@ def __exit__(self, *args):
 
 
 def get_lm(settings: Settings, name: str, max_tokens: int) -> dspy.LM:
-    return dspy.LM(
-        f"gemini/{name}",
-        temperature=settings.LLM_TEMPERATURE,
-        max_tokens=max_tokens,
-        api_key=settings.LLM_GEMINI_KEY,
-    )
-
+    kwargs = {
+        "temperature": settings.LLM_TEMPERATURE,
+        "max_tokens": max_tokens,
+        "api_key": settings.LLM_GEMINI_KEY,
+    }
+    model_version = name.split("-")[1]
+    if model_version.startswith("3"):
+        from google import genai
+        from google.genai import types
+
+        # Thinking levels: https://ai.google.dev/gemini-api/docs/thinking#thinking-levels
+        thinking_config = types.GenerateContentConfig(
+            thinking_config=types.ThinkingConfig(
+                thinking_level=types.ThinkingLevel.HIGH, # accepted: HIGH, LOW, potentially MEDIUM
+            )
+        )
+        kwargs["config"] = thinking_config
+    return dspy.LM(f"gemini/{name}", **kwargs)
 
 # From: https://dspy.ai/tutorials/observability/?h=callback#building-a-custom-logging-solution
 # 1. Define a custom callback class that extends BaseCallback class
@@ -101,6 +112,7 @@ def init_dspy(settings: Settings) -> None:
             log_graph=True,
         )
         dspy.configure(
+            # lm=get_lm(settings, "gemini-3-pro-preview", 1024 * 1024),
             lm=get_lm(settings, "gemini-2.5-pro", 1024 * 1024),
             callbacks=[opik_callback],
         )
diff --git a/uv.lock b/uv.lock
index 0486395..c9e01b8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 4
 requires-python = ">=3.12"
 
 [[package]]
@@ -573,6 +573,39 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7d/de/6b36d65bb85f46b40b96e04eb7facfcdb674b6cec554a821be2e44cd4871/gepa-0.0.7-py3-none-any.whl", hash = "sha256:59b8b74f5e384a62d6f590ac6ffe0fa8a0e62fee8d8d6c539f490823d0ffb25c", size = 52316, upload-time = "2025-08-25T03:46:40.424Z" },
 ]
 
+[[package]]
+name = "google-auth"
+version = "2.43.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cachetools" },
+    { name = "pyasn1-modules" },
+    { name = "rsa" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ff/ef/66d14cf0e01b08d2d51ffc3c20410c4e134a1548fc246a6081eae585a4fe/google_auth-2.43.0.tar.gz", hash = "sha256:88228eee5fc21b62a1b5fe773ca15e67778cb07dc8363adcb4a8827b52d81483", size = 296359, upload-time = "2025-11-06T00:13:36.587Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6f/d1/385110a9ae86d91cc14c5282c61fe9f4dc41c0b9f7d423c6ad77038c4448/google_auth-2.43.0-py2.py3-none-any.whl", hash = "sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16", size = 223114, upload-time = "2025-11-06T00:13:35.209Z" },
+]
+
+[[package]]
+name = "google-genai"
+version = "1.52.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "google-auth" },
+    { name = "httpx" },
+    { name = "pydantic" },
+    { name = "requests" },
+    { name = "tenacity" },
+    { name = "typing-extensions" },
+    { name = "websockets" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/09/4e/0ad8585d05312074bb69711b2d81cfed69ce0ae441913d57bf169bed20a7/google_genai-1.52.0.tar.gz", hash = "sha256:a74e8a4b3025f23aa98d6a0f84783119012ca6c336fd68f73c5d2b11465d7fc5", size = 258743, upload-time = "2025-11-21T02:18:55.742Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ec/66/03f663e7bca7abe9ccfebe6cb3fe7da9a118fd723a5abb278d6117e7990e/google_genai-1.52.0-py3-none-any.whl", hash = "sha256:c8352b9f065ae14b9322b949c7debab8562982f03bf71d44130cd2b798c20743", size = 261219, upload-time = "2025-11-21T02:18:54.515Z" },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.2.4"
@@ -1418,6 +1451,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c7/16/794c114f6041bbe2de23eb418ef58a0f45de27224d5540f5dbb266a73d72/propcache-0.4.0-py3-none-any.whl", hash = "sha256:015b2ca2f98ea9e08ac06eecc409d5d988f78c5fd5821b2ad42bc9afcd6b1557", size = 13183, upload-time = "2025-10-04T21:57:38.054Z" },
 ]
 
+[[package]]
+name = "pyasn1"
+version = "0.6.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ba/e9/01f1a64245b89f039897cb0130016d79f77d52669aae6ee7b159a6c4c018/pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034", size = 145322, upload-time = "2024-09-10T22:41:42.55Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c8/f1/d6a797abb14f6283c0ddff96bbdd46937f64122b8c925cab503dd37f8214/pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629", size = 83135, upload-time = "2024-09-11T16:00:36.122Z" },
+]
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pyasn1" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e9/e6/78ebbb10a8c8e4b61a59249394a4a594c1a7af95593dc933a349c8d00964/pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6", size = 307892, upload-time = "2025-03-28T02:41:22.17Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/47/8d/d529b5d697919ba8c11ad626e835d4039be708a35b0d22de83a269a6682c/pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a", size = 181259, upload-time = "2025-03-28T02:41:19.028Z" },
+]
+
 [[package]]
 name = "pydantic"
 version = "2.11.7"
@@ -1633,6 +1687,7 @@ source = { editable = "." }
 dependencies = [
     { name = "dspy" },
     { name = "fastapi", extra = ["standard"] },
+    { name = "google-genai" },
     { name = "httpx" },
     { name = "httpx-gssapi" },
     { name = "httpx-ws" },
@@ -1656,6 +1711,7 @@ requires-dist = [
     { name = "dspy", specifier = "==3.0.3" },
     { name = "fastapi", specifier = ">=0.116.1" },
     { name = "fastapi", extras = ["standard"] },
+    { name = "google-genai", specifier = ">=1.52.0" },
     { name = "httpx", specifier = ">=0.28.1" },
     { name = "httpx-gssapi", specifier = ">=0.4" },
     { name = "httpx-ws", specifier = ">=0.7.2" },
@@ -1960,6 +2016,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/32/7d/97119da51cb1dd3f2f3c0805f155a3aa4a95fa44fe7d78ae15e69edf4f34/rpds_py-0.27.1-cp314-cp314t-win_amd64.whl", hash = "sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772", size = 230097, upload-time = "2025-08-27T12:15:03.961Z" },
 ]
 
+[[package]]
+name = "rsa"
+version = "4.9.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pyasn1" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/da/8a/22b7beea3ee0d44b1916c0c1cb0ee3af23b700b6da9f04991899d0c555d4/rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75", size = 29034, upload-time = "2025-04-16T09:51:18.218Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/8d/0133e4eb4beed9e425d9a98ed6e081a55d195481b7632472be1af08d2f6b/rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762", size = 34696, upload-time = "2025-04-16T09:51:17.142Z" },
+]
+
 [[package]]
 name = "ruff"
 version = "0.12.11"