Add test cassette for multimodal image format test

Co-Authored-By: Joe Moura <joao@crewai.com>
This fixes the issue where multimodal agents fail to properly format image data when sending requests to LLMs. The image URL is now correctly structured as a multimodal input with proper type specifications according to the OpenAI API.
2026-08-10 08:21:54 +00:00 · 2025-04-10 11:12:19 +00:00 · 2025-04-10 11:11:38 +00:00 · 2025-04-09 18:13:41 -07:00 · 2025-04-09 14:14:03 -07:00 · 2025-04-09 11:54:45 -07:00
11 changed files with 336 additions and 64 deletions
--- a/docs/docs.json
+++ b/docs/docs.json
@@ -76,9 +76,7 @@
              "concepts/testing",
              "concepts/cli",
              "concepts/tools",
-              "concepts/event-listener",
-              "concepts/langchain-tools",
-              "concepts/llamaindex-tools"
+              "concepts/event-listener"
            ]
          },
          {
@@ -97,7 +95,9 @@
              "how-to/kickoff-async",
              "how-to/kickoff-for-each",
              "how-to/replay-tasks-from-latest-crew-kickoff",
-              "how-to/conditional-tasks"
+              "how-to/conditional-tasks",
+              "how-to/langchain-tools",
+              "how-to/llamaindex-tools"
            ]
          },
          {
@@ -196,6 +196,11 @@
          "anchor": "Community",
          "href": "https://community.crewai.com",
          "icon": "discourse"
+        },
+        {
+          "anchor": "Tutorials",
+          "href": "https://www.youtube.com/@crewAIInc",
+          "icon": "youtube"
        }
      ]
    }
--- a/docs/installation.mdx
+++ b/docs/installation.mdx
@@ -4,6 +4,21 @@ description: Get started with CrewAI - Install, configure, and build your first
 icon: wrench
 ---

+## Video Tutorial
+Watch this video tutorial for a step-by-step demonstration of the installation process:
+
+<iframe
+  width="100%"
+  height="400"
+  src="https://www.youtube.com/embed/-kSOTtYzgEw"
+  title="CrewAI Installation Guide"
+  frameborder="0"
+  style={{ borderRadius: '10px' }}
+  allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+  allowfullscreen
+></iframe>
+
+## Text Tutorial
 <Note>
  **Python Version Requirements**

--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "crewai"
-version = "0.108.0"
+version = "0.114.0"
 description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
 readme = "README.md"
 requires-python = ">=3.10,<3.13"
--- a/src/crewai/init.py
+++ b/src/crewai/init.py
@@ -17,7 +17,7 @@ warnings.filterwarnings(
    category=UserWarning,
    module="pydantic.main",
 )
-__version__ = "0.108.0"
+__version__ = "0.114.0"
 __all__ = [
    "Agent",
    "Crew",
--- a/src/crewai/cli/templates/crew/pyproject.toml
+++ b/src/crewai/cli/templates/crew/pyproject.toml
@@ -5,7 +5,7 @@ description = "{{name}} using crewAI"
 authors = [{ name = "Your Name", email = "you@example.com" }]
 requires-python = ">=3.10,<3.13"
 dependencies = [
-    "crewai[tools]>=0.108.0,<1.0.0"
+    "crewai[tools]>=0.114.0,<1.0.0"
 ]

 [project.scripts]
--- a/src/crewai/cli/templates/flow/pyproject.toml
+++ b/src/crewai/cli/templates/flow/pyproject.toml
@@ -5,7 +5,7 @@ description = "{{name}} using crewAI"
 authors = [{ name = "Your Name", email = "you@example.com" }]
 requires-python = ">=3.10,<3.13"
 dependencies = [
-    "crewai[tools]>=0.108.0,<1.0.0",
+    "crewai[tools]>=0.114.0,<1.0.0",
 ]

 [project.scripts]
--- a/src/crewai/cli/templates/tool/pyproject.toml
+++ b/src/crewai/cli/templates/tool/pyproject.toml
@@ -5,7 +5,7 @@ description = "Power up your crews with {{folder_name}}"
 readme = "README.md"
 requires-python = ">=3.10,<3.13"
 dependencies = [
-    "crewai[tools]>=0.108.0"
+    "crewai[tools]>=0.114.0"
 ]

 [tool.crewai]
--- a/src/crewai/llm.py
+++ b/src/crewai/llm.py
@@ -819,8 +819,8 @@ class LLM(BaseLLM):
        )

    def _format_messages_for_provider(
-        self, messages: List[Dict[str, str]]
-    ) -> List[Dict[str, str]]:
+        self, messages: List[Dict[str, Any]]
+    ) -> List[Dict[str, Any]]:
        """Format messages according to provider requirements.

        Args:
@@ -830,6 +830,7 @@ class LLM(BaseLLM):
        Returns:
            List of formatted messages according to provider requirements.
            For Anthropic models, ensures first message has 'user' role.
+            For multimodal content, ensures proper formatting of image URLs.

        Raises:
            TypeError: If messages is None or contains invalid message format.
@@ -844,40 +845,71 @@ class LLM(BaseLLM):
                    "Invalid message format. Each message must be a dict with 'role' and 'content' keys"
                )

+        formatted_messages = []
+        for msg in messages:
+            if isinstance(msg["content"], list):
+                formatted_content = []
+                for item in msg["content"]:
+                    if isinstance(item, dict):
+                        if item.get("type") == "text":
+                            formatted_content.append({
+                                "type": "text",
+                                "text": item["text"]
+                            })
+                        elif item.get("type") == "image_url":
+                            formatted_content.append({
+                                "type": "image_url",
+                                "image_url": item["image_url"]
+                            })
+                        else:
+                            formatted_content.append(item)
+                    else:
+                        formatted_content.append({
+                            "type": "text",
+                            "text": str(item)
+                        })
+                
+                formatted_messages.append({
+                    "role": msg["role"],
+                    "content": formatted_content
+                })
+            else:
+                formatted_messages.append(msg)
+        
        # Handle O1 models specially
        if "o1" in self.model.lower():
-            formatted_messages = []
-            for msg in messages:
+            result = []
+            for msg in formatted_messages:
                # Convert system messages to assistant messages
                if msg["role"] == "system":
-                    formatted_messages.append(
+                    result.append(
                        {"role": "assistant", "content": msg["content"]}
                    )
                else:
-                    formatted_messages.append(msg)
-            return formatted_messages
+                    result.append(msg)
+            return result

        # Handle Mistral models - they require the last message to have a role of 'user' or 'tool'
        if "mistral" in self.model.lower():
            # Check if the last message has a role of 'assistant'
-            if messages and messages[-1]["role"] == "assistant":
+            if formatted_messages and formatted_messages[-1]["role"] == "assistant":
                # Add a dummy user message to ensure the last message has a role of 'user'
-                messages = (
-                    messages.copy()
+                formatted_messages = (
+                    formatted_messages.copy()
                )  # Create a copy to avoid modifying the original
-                messages.append({"role": "user", "content": "Please continue."})
-            return messages
+                formatted_messages.append({"role": "user", "content": "Please continue."})
+            return formatted_messages

        # Handle Anthropic models
        if not self.is_anthropic:
-            return messages
+            return formatted_messages

        # Anthropic requires messages to start with 'user' role
-        if not messages or messages[0]["role"] == "system":
+        if not formatted_messages or formatted_messages[0]["role"] == "system":
            # If first message is system or empty, add a placeholder user message
-            return [{"role": "user", "content": "."}, *messages]
+            return [{"role": "user", "content": "."}, *formatted_messages]

-        return messages
+        return formatted_messages

    def _get_custom_llm_provider(self) -> Optional[str]:
        """
--- a/tests/cassettes/test_multimodal_agent_image_format.yaml
+++ b/tests/cassettes/test_multimodal_agent_image_format.yaml
--- a/tests/crew_test.py
+++ b/tests/crew_test.py
@@ -3820,6 +3820,88 @@ def test_multimodal_agent_live_image_analysis():
    assert "error" not in result.raw.lower()  # No error messages in response


+def test_format_messages_for_provider_with_multimodal_content():
+    """
+    Test that the _format_messages_for_provider method correctly formats multimodal content.
+    This specifically tests that image URLs are formatted as structured multimodal content
+    rather than plain text.
+    """
+    llm = LLM(model="gpt-4o")
+    
+    messages = [
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "Analyze this image:"
+                },
+                {
+                    "type": "image_url",
+                    "image_url": "https://example.com/test-image.jpg"
+                }
+            ]
+        }
+    ]
+    
+    formatted_messages = llm._format_messages_for_provider(messages)
+    
+    assert len(formatted_messages) == 1
+    assert formatted_messages[0]["role"] == "user"
+    assert isinstance(formatted_messages[0]["content"], list)
+    
+    content = formatted_messages[0]["content"]
+    assert len(content) == 2
+    
+    assert content[0]["type"] == "text"
+    assert content[0]["text"] == "Analyze this image:"
+    
+    assert content[1]["type"] == "image_url"
+    assert "image_url" in content[1]
+    
+    messages_with_string_url = [
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "Analyze this image:"
+                },
+                {
+                    "type": "image_url",
+                    "image_url": "https://example.com/test-image.jpg"
+                }
+            ]
+        }
+    ]
+    
+    formatted_messages_string_url = llm._format_messages_for_provider(messages_with_string_url)
+    assert formatted_messages_string_url[0]["content"][1]["type"] == "image_url"
+    assert "image_url" in formatted_messages_string_url[0]["content"][1]
+    
+    messages_with_dict_url = [
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "Analyze this image:"
+                },
+                {
+                    "type": "image_url",
+                    "image_url": {
+                        "url": "https://example.com/test-image.jpg"
+                    }
+                }
+            ]
+        }
+    ]
+    
+    formatted_messages_dict_url = llm._format_messages_for_provider(messages_with_dict_url)
+    assert formatted_messages_dict_url[0]["content"][1]["type"] == "image_url"
+    assert "image_url" in formatted_messages_dict_url[0]["content"][1]
+
+
@pytest.mark.vcr(filter_headers=["authorization"])
 def test_crew_with_failing_task_guardrails():
    """Test that crew properly handles failing guardrails and retries with validation feedback."""
--- a/uv.lock
+++ b/uv.lock
@@ -1,19 +1,42 @@
 version = 1
-revision = 1
 requires-python = ">=3.10, <3.13"
 resolution-markers = [
-    "python_full_version < '3.11' and sys_platform == 'darwin'",
-    "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'",
-    "(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')",
-    "python_full_version == '3.11.*' and sys_platform == 'darwin'",
-    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
-    "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'linux')",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
-    "python_full_version >= '3.12.4' and sys_platform == 'darwin'",
-    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform == 'darwin'",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
+    "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
+    "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform == 'darwin'",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
+    "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
+    "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
+    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
+    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
+    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
+    "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
+    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
+    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
+    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
+    "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
 ]

 [[package]]
@@ -321,7 +344,7 @@ name = "build"
 version = "1.2.2.post1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "(os_name == 'nt' and platform_machine != 'aarch64' and sys_platform == 'linux') or (os_name == 'nt' and sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "colorama", marker = "os_name == 'nt'" },
    { name = "importlib-metadata", marker = "python_full_version < '3.10.2'" },
    { name = "packaging" },
    { name = "pyproject-hooks" },
@@ -556,7 +579,7 @@ name = "click"
 version = "8.1.8"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "colorama", marker = "platform_system == 'Windows'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593 }
 wheels = [
@@ -607,7 +630,7 @@ wheels = [

 [[package]]
 name = "crewai"
-version = "0.108.0"
+version = "0.114.0"
 source = { editable = "." }
 dependencies = [
    { name = "appdirs" },
@@ -722,7 +745,6 @@ requires-dist = [
    { name = "tomli-w", specifier = ">=1.1.0" },
    { name = "uv", specifier = ">=0.4.25" },
 ]
-provides-extras = ["tools", "embeddings", "agentops", "fastembed", "pdfplumber", "pandas", "openpyxl", "mem0", "docling", "aisuite"]

 [package.metadata.requires-dev]
 dev = [
@@ -2496,7 +2518,7 @@ version = "1.6.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "click" },
-    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "colorama", marker = "platform_system == 'Windows'" },
    { name = "ghp-import" },
    { name = "jinja2" },
    { name = "markdown" },
@@ -2677,7 +2699,7 @@ version = "2.10.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "pygments" },
-    { name = "pywin32", marker = "sys_platform == 'win32'" },
+    { name = "pywin32", marker = "platform_system == 'Windows'" },
    { name = "tqdm" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/3a/93/80ac75c20ce54c785648b4ed363c88f148bf22637e10c9863db4fbe73e74/mpire-2.10.2.tar.gz", hash = "sha256:f66a321e93fadff34585a4bfa05e95bd946cf714b442f51c529038eb45773d97", size = 271270 }
@@ -2924,7 +2946,7 @@ name = "nvidia-cudnn-cu12"
 version = "9.1.0.70"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/9f/fd/713452cd72343f682b1c7b9321e23829f00b842ceaedcda96e742ea0b0b3/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f", size = 664752741 },
@@ -2951,9 +2973,9 @@ name = "nvidia-cusolver-cu12"
 version = "11.4.5.107"
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-    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
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+    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
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@@ -2975,6 +2997,7 @@ name = "nvidia-nccl-cu12"
 version = "2.20.5"
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@@ -2984,6 +3007,7 @@ version = "12.6.85"
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+    { url = "https://files.pythonhosted.org/packages/31/db/dc71113d441f208cdfe7ae10d4983884e13f464a6252450693365e166dcf/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41", size = 19270338 },
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 [[package]]
@@ -3501,7 +3525,7 @@ name = "portalocker"
 version = "2.10.1"
 source = { registry = "https://pypi.org/simple" }
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@@ -5008,19 +5032,19 @@ dependencies = [
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-    { name = "nvidia-nvtx-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
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+    { name = "nvidia-nccl-cu12", marker = "platform_machine == 'x86_64' and platform_system == 'Linux'" },
+    { name = "nvidia-nvtx-cu12", marker = "platform_machine == 'x86_64' and platform_system == 'Linux'" },
    { name = "sympy" },
-    { name = "triton", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
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Author	SHA1	Message	Date
Devin AI	1e597ec68e	Add test cassette for multimodal image format test Co-Authored-By: Joe Moura <joao@crewai.com>	2025-04-10 11:12:19 +00:00
Devin AI	b16ad09ec7	This fixes the issue where multimodal agents fail to properly format image data when sending requests to LLMs. The image URL is now correctly structured as a multimodal input with proper type specifications according to the OpenAI API. Co-Authored-By: Joe Moura <joao@crewai.com>	2025-04-10 11:11:38 +00:00
João Moura	98ccbeb4bd	new version	2025-04-09 18:13:41 -07:00
Tony Kipkemboi	fbb156b9de	Docs: Alphabetize sections, add YouTube video, improve layout (#2560 )	2025-04-09 14:14:03 -07:00
Lorenze Jay	b73960cebe	KISS: Refactor LiteAgent integration in flows to use Agents instead. … (#2556 ) * KISS: Refactor LiteAgent integration in flows to use Agents instead. Update documentation and examples to reflect changes in class usage, including async support and structured output handling. Enhance tests for Agent functionality and ensure compatibility with new features. * lint fix * dropped for clarity	2025-04-09 11:54:45 -07:00