diff --git a/src/crewai/utilities/embedding_configurator.py b/src/crewai/utilities/embedding_configurator.py
index e523b60f0..01005fabf 100644
--- a/src/crewai/utilities/embedding_configurator.py
+++ b/src/crewai/utilities/embedding_configurator.py
@@ -97,8 +97,22 @@ class EmbeddingConfigurator:
             OllamaEmbeddingFunction,
         )
 
+        url = (
+            config.get("url") 
+            or config.get("api_base") 
+            or os.getenv("API_BASE")
+        )
+        
+        if url and not url.endswith("/api/embeddings"):
+            if not url.endswith("/"):
+                url += "/"
+            url += "api/embeddings"
+        
+        if not url:
+            url = "http://localhost:11434/api/embeddings"
+
         return OllamaEmbeddingFunction(
-            url=config.get("url", "http://localhost:11434/api/embeddings"),
+            url=url,
             model_name=model_name,
         )
 
diff --git a/tests/utilities/test_ollama_embedding_configurator.py b/tests/utilities/test_ollama_embedding_configurator.py
new file mode 100644
index 000000000..9d3ca9602
--- /dev/null
+++ b/tests/utilities/test_ollama_embedding_configurator.py
@@ -0,0 +1,133 @@
+import os
+import pytest
+from unittest.mock import patch, MagicMock
+from crewai.utilities.embedding_configurator import EmbeddingConfigurator
+
+
+class TestOllamaEmbeddingConfigurator:
+    def setup_method(self):
+        self.configurator = EmbeddingConfigurator()
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_ollama_default_url(self):
+        config = {"provider": "ollama", "config": {"model": "llama2"}}
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://localhost:11434/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://custom-ollama:8080"}, clear=True)
+    def test_ollama_respects_api_base_env_var(self):
+        config = {"provider": "ollama", "config": {"model": "llama2"}}
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://custom-ollama:8080/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://env-ollama:8080"}, clear=True)
+    def test_ollama_config_url_overrides_env_var(self):
+        config = {
+            "provider": "ollama", 
+            "config": {
+                "model": "llama2",
+                "url": "http://config-ollama:9090/api/embeddings"
+            }
+        }
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://config-ollama:9090/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://env-ollama:8080"}, clear=True)
+    def test_ollama_config_api_base_overrides_env_var(self):
+        config = {
+            "provider": "ollama", 
+            "config": {
+                "model": "llama2",
+                "api_base": "http://config-ollama:9090"
+            }
+        }
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://config-ollama:9090/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_ollama_url_priority_order(self):
+        config = {
+            "provider": "ollama", 
+            "config": {
+                "model": "llama2",
+                "url": "http://url-config:1111/api/embeddings",
+                "api_base": "http://api-base-config:2222"
+            }
+        }
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://url-config:1111/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://localhost:11434/"}, clear=True)
+    def test_ollama_handles_trailing_slash_in_api_base(self):
+        config = {"provider": "ollama", "config": {"model": "llama2"}}
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://localhost:11434/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://localhost:11434/api/embeddings"}, clear=True)
+    def test_ollama_handles_full_url_in_api_base(self):
+        config = {"provider": "ollama", "config": {"model": "llama2"}}
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://localhost:11434/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {"API_BASE": "http://localhost:11434"}, clear=True)
+    def test_ollama_api_base_without_trailing_slash(self):
+        config = {"provider": "ollama", "config": {"model": "llama2"}}
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://localhost:11434/api/embeddings",
+                model_name="llama2"
+            )
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_ollama_config_api_base_without_url(self):
+        config = {
+            "provider": "ollama", 
+            "config": {
+                "model": "llama2",
+                "api_base": "http://config-ollama:9090"
+            }
+        }
+        
+        with patch("crewai.utilities.embedding_configurator.OllamaEmbeddingFunction") as mock_ollama:
+            self.configurator.configure_embedder(config)
+            mock_ollama.assert_called_once_with(
+                url="http://config-ollama:9090/api/embeddings",
+                model_name="llama2"
+            )