diff --git a/homeassistant/components/ollama/const.py b/homeassistant/components/ollama/const.py
index e804ccedd85..b3bce3624c2 100644
--- a/homeassistant/components/ollama/const.py
+++ b/homeassistant/components/ollama/const.py
@@ -86,41 +86,60 @@ MAX_HISTORY_SECONDS = 60 * 60  # 1 hour
 MODEL_NAMES = [  # https://ollama.com/library
     "alfred",
     "all-minilm",
+    "aya",
     "bakllava",
     "codebooga",
+    "codegeex4",
     "codegemma",
     "codellama",
     "codeqwen",
+    "codestral",
     "codeup",
     "command-r",
     "command-r-plus",
     "dbrx",
     "deepseek-coder",
+    "deepseek-coder-v2",
     "deepseek-llm",
+    "deepseek-v2",
+    "dolphincoder",
     "dolphin-llama3",
     "dolphin-mistral",
     "dolphin-mixtral",
     "dolphin-phi",
-    "dolphincoder",
     "duckdb-nsql",
     "everythinglm",
     "falcon",
+    "falcon2",
+    "firefunction-v2",
     "gemma",
+    "gemma2",
+    "glm4",
     "goliath",
-    "llama-pro",
+    "granite-code",
+    "internlm2",
     "llama2",
     "llama2-chinese",
     "llama2-uncensored",
     "llama3",
+    "llama3-chatqa",
+    "llama3-gradient",
+    "llama3-groq-tool-use",
+    "llama-pro",
     "llava",
+    "llava-llama3",
+    "llava-phi3",
     "magicoder",
+    "mathstral",
     "meditron",
     "medllama2",
     "megadolphin",
     "mistral",
-    "mistral-openorca",
     "mistrallite",
+    "mistral-nemo",
+    "mistral-openorca",
     "mixtral",
+    "moondream",
     "mxbai-embed-large",
     "neural-chat",
     "nexusraven",
@@ -130,36 +149,38 @@ MODEL_NAMES = [  # https://ollama.com/library
     "nous-hermes",
     "nous-hermes2",
     "nous-hermes2-mixtral",
-    "open-orca-platypus2",
+    "nuextract",
     "openchat",
     "openhermes",
-    "orca-mini",
+    "open-orca-platypus2",
     "orca2",
+    "orca-mini",
     "phi",
     "phi3",
     "phind-codellama",
     "qwen",
+    "qwen2",
     "samantha-mistral",
     "snowflake-arctic-embed",
     "solar",
     "sqlcoder",
     "stable-beluga",
     "stable-code",
-    "stablelm-zephyr",
     "stablelm2",
+    "stablelm-zephyr",
     "starcoder",
     "starcoder2",
     "starling-lm",
     "tinydolphin",
     "tinyllama",
     "vicuna",
+    "wizardcoder",
+    "wizardlm",
+    "wizardlm2",
+    "wizardlm-uncensored",
     "wizard-math",
     "wizard-vicuna",
     "wizard-vicuna-uncensored",
-    "wizardcoder",
-    "wizardlm",
-    "wizardlm-uncensored",
-    "wizardlm2",
     "xwinlm",
     "yarn-llama2",
     "yarn-mistral",
diff --git a/homeassistant/components/ollama/manifest.json b/homeassistant/components/ollama/manifest.json
index 7afaaa3dbd4..f7265d87aab 100644
--- a/homeassistant/components/ollama/manifest.json
+++ b/homeassistant/components/ollama/manifest.json
@@ -8,5 +8,5 @@
   "documentation": "https://www.home-assistant.io/integrations/ollama",
   "integration_type": "service",
   "iot_class": "local_polling",
-  "requirements": ["ollama-hass==0.1.7"]
+  "requirements": ["ollama==0.3.0"]
 }
diff --git a/homeassistant/components/ollama/models.py b/homeassistant/components/ollama/models.py
index ce0f858bb8c..56cc552fad1 100644
--- a/homeassistant/components/ollama/models.py
+++ b/homeassistant/components/ollama/models.py
@@ -29,7 +29,7 @@ class MessageHistory:
     @property
     def num_user_messages(self) -> int:
         """Return a count of user messages."""
-        return sum(m["role"] == MessageRole.USER for m in self.messages)
+        return sum(m["role"] == MessageRole.USER.value for m in self.messages)
 
 
 @dataclass(frozen=True)
diff --git a/requirements_all.txt b/requirements_all.txt
index 010f0ed32a0..09c147d4948 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -1463,7 +1463,7 @@ odp-amsterdam==6.0.2
 oemthermostat==1.1.1
 
 # homeassistant.components.ollama
-ollama-hass==0.1.7
+ollama==0.3.0
 
 # homeassistant.components.omnilogic
 omnilogic==0.4.5
diff --git a/requirements_test_all.txt b/requirements_test_all.txt
index 54079d42273..c05868bbb7d 100644
--- a/requirements_test_all.txt
+++ b/requirements_test_all.txt
@@ -1199,7 +1199,7 @@ objgraph==3.5.0
 odp-amsterdam==6.0.2
 
 # homeassistant.components.ollama
-ollama-hass==0.1.7
+ollama==0.3.0
 
 # homeassistant.components.omnilogic
 omnilogic==0.4.5