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Fix: cuga integration (#10976)
* feat: upgrade cuga version * chore: add component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: cuga component * chore: update index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: upgrade cuga * fix: new component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * chore: add component index * [autofix.ci] apply automated fixes * chore: update package * chore: update index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: cuga relatetive temp * fix: update cuga * chore: add component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: remove space * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
This commit is contained in:
Sami Marreed
@ -135,7 +135,7 @@ dependencies = [
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"fastparquet>=2024.11.0,<2025.0.0",
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"traceloop-sdk>=0.43.1,<1.0.0",
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"vlmrun[all]>=0.2.0",
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"cuga~=0.1.11",
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"cuga~=0.2.5",
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"agent-lifecycle-toolkit~=0.4.4",
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"astrapy>=2.1.0,<3.0.0",
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"aioboto3>=15.2.0,<16.0.0"
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@ -1,4 +1,3 @@
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import os
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from typing import Any
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from uuid import uuid4
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@ -64,7 +63,7 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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"_type": "Cuga",
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"add_current_date_tool": True,
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"agent_llm": MockLanguageModel(),
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"policies": "You are a helpful assistant.",
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"instructions": "You are a helpful assistant.",
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"input_value": "",
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"n_messages": 100,
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"browser_enabled": False,
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@ -75,47 +74,32 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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}
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async def test_build_config_update(self, component_class, default_kwargs):
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"""Test that build configuration updates correctly for different providers.
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"""Test that build configuration updates correctly for different model provider selections.
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This test verifies that the component's build configuration is properly
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updated when switching between different model providers (OpenAI, Custom).
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updated when selecting different model providers using the provider system.
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"""
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component = await self.component_setup(component_class, default_kwargs)
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frontend_node = component.to_frontend_node()
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build_config = frontend_node["data"]["node"]["template"]
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# Test updating build config for OpenAI
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component.set(agent_llm="OpenAI")
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# Test that agent_llm field exists and has proper structure
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assert "agent_llm" in build_config
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agent_llm_config = build_config["agent_llm"]
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assert "options" in agent_llm_config
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assert "OpenAI" in agent_llm_config["options"]
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# Test updating build config with OpenAI provider
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updated_config = await component.update_build_config(build_config, "OpenAI", "agent_llm")
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assert "agent_llm" in updated_config
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assert updated_config["agent_llm"]["value"] == "OpenAI"
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assert isinstance(updated_config["agent_llm"]["options"], list)
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assert len(updated_config["agent_llm"]["options"]) > 0
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assert all(provider in updated_config["agent_llm"]["options"] for provider in ["OpenAI", "Custom"])
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assert "Custom" in updated_config["agent_llm"]["options"]
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# When OpenAI is selected, OpenAI-specific fields should be present
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assert "openai_api_key" in updated_config or "model_name" in updated_config
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# Verify model_name field is populated for OpenAI
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assert "model_name" in updated_config
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model_name_dict = updated_config["model_name"]
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assert isinstance(model_name_dict["options"], list)
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assert len(model_name_dict["options"]) > 0 # OpenAI should have available models
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assert "gpt-4o" in model_name_dict["options"]
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# Test Anthropic
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# TBD: Add test for Anthropic currently cuga does not support Anthropic
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# Test updating build config for Custom
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# Test updating build config with "Custom" (should add input types for LanguageModel)
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updated_config = await component.update_build_config(build_config, "Custom", "agent_llm")
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assert "agent_llm" in updated_config
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assert updated_config["agent_llm"]["value"] == "Custom"
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assert isinstance(updated_config["agent_llm"]["options"], list)
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assert len(updated_config["agent_llm"]["options"]) > 0
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assert all(provider in updated_config["agent_llm"]["options"] for provider in ["OpenAI", "Custom"])
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assert "Custom" in updated_config["agent_llm"]["options"]
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assert updated_config["agent_llm"]["input_types"] == ["LanguageModel"]
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# Verify model_name field is cleared for Custom
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assert "model_name" not in updated_config
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assert "LanguageModel" in updated_config["agent_llm"]["input_types"]
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async def test_cuga_component_initialization(self, component_class, default_kwargs):
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"""Test that Cuga component initializes correctly with filtered inputs.
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@ -142,9 +126,9 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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frontend_node = component.to_frontend_node()
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build_config = frontend_node["data"]["node"]["template"]
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# Verify other expected fields are present
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# Verify expected fields are present (using field name 'agent_llm')
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assert "agent_llm" in build_config
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assert "policies" in build_config
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assert "instructions" in build_config
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assert "add_current_date_tool" in build_config
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assert "browser_enabled" in build_config
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assert "web_apps" in build_config
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@ -160,7 +144,7 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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input_names = [inp.name for inp in component.inputs if hasattr(inp, "name")]
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# Test for new fields specific to Cuga
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assert "policies" in input_names
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assert "instructions" in input_names
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assert "n_messages" in input_names
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assert "browser_enabled" in input_names
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assert "web_apps" in input_names
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@ -169,7 +153,7 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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assert "decomposition_strategy" in input_names
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# Verify default values
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assert hasattr(component, "policies")
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assert hasattr(component, "instructions")
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assert hasattr(component, "n_messages")
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assert hasattr(component, "browser_enabled")
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assert hasattr(component, "web_apps")
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@ -210,6 +194,32 @@ class TestCugaComponent(ComponentTestBaseWithoutClient):
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component.decomposition_strategy = "flexible"
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assert component.decomposition_strategy == "flexible"
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async def test_advanced_fields_configuration(self, component_class, default_kwargs):
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"""Test that browser and cuga lite fields are properly configured as advanced.
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This test verifies that browser_enabled, web_apps, lite_mode, and
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lite_mode_tool_threshold fields are all set to advanced.
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"""
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component = await self.component_setup(component_class, default_kwargs)
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# Find all the advanced fields we want to test
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field_checks = {
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"browser_enabled": False,
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"web_apps": False,
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"lite_mode": False,
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"lite_mode_tool_threshold": False,
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}
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for inp in component.inputs:
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if hasattr(inp, "name") and inp.name in field_checks:
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field_checks[inp.name] = inp.advanced
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# Assert all fields are set to advanced
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assert field_checks["browser_enabled"] is True, "browser_enabled should be advanced"
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assert field_checks["web_apps"] is True, "web_apps should be advanced"
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assert field_checks["lite_mode"] is True, "lite_mode should be advanced"
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assert field_checks["lite_mode_tool_threshold"] is True, "lite_mode_tool_threshold should be advanced"
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async def test_memory_inputs_advanced_setting(self, component_class, default_kwargs):
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"""Test that memory inputs are properly set to advanced.
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@ -276,21 +286,29 @@ class TestCugaComponentWithClient(ComponentTestBaseWithClient):
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Requires:
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OPENAI_API_KEY environment variable
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"""
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# Now you can access the environment variables
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api_key = os.getenv("OPENAI_API_KEY")
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from tests.api_keys import get_openai_api_key
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api_key = get_openai_api_key()
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tools = [CalculatorToolComponent().build_tool()] # Use the Calculator component as a tool
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input_value = "What is 2 + 2?"
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temperature = 0.1
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# Initialize the CugaComponent with mocked inputs
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# Initialize the CugaComponent with unified model format
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cuga = CugaComponent(
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tools=tools,
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input_value=input_value,
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api_key=api_key,
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model_name="gpt-4o",
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agent_llm="OpenAI",
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temperature=temperature,
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model=[
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{
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"name": "gpt-4o",
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"provider": "OpenAI",
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"icon": "OpenAI",
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"metadata": {
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"model_class": "ChatOpenAI",
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"model_name_param": "model",
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"api_key_param": "api_key", # pragma: allowlist secret
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},
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}
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],
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_session_id=str(uuid4()),
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)
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@ -309,8 +327,9 @@ class TestCugaComponentWithClient(ComponentTestBaseWithClient):
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Requires:
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OPENAI_API_KEY environment variable
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"""
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# Mock inputs
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api_key = os.getenv("OPENAI_API_KEY")
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from tests.api_keys import get_openai_api_key
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api_key = get_openai_api_key()
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input_value = "What is 2 + 2?"
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# Test only key OpenAI models to avoid timeout and complexity
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@ -319,14 +338,24 @@ class TestCugaComponentWithClient(ComponentTestBaseWithClient):
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for model_name in key_models:
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try:
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# Initialize the CugaComponent with mocked inputs
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# Initialize the CugaComponent with unified model format
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tools = [CalculatorToolComponent().build_tool()] # Use the Calculator component as a tool
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cuga = CugaComponent(
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tools=tools,
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input_value=input_value,
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api_key=api_key,
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model_name=model_name,
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agent_llm="OpenAI",
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model=[
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{
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"name": model_name,
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"provider": "OpenAI",
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"icon": "OpenAI",
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"metadata": {
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"model_class": "ChatOpenAI",
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"model_name_param": "model",
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"api_key_param": "api_key", # pragma: allowlist secret
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},
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}
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],
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_session_id=str(uuid4()),
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)
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@ -340,25 +369,37 @@ class TestCugaComponentWithClient(ComponentTestBaseWithClient):
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@pytest.mark.api_key_required
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@pytest.mark.no_blockbuster
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async def test_cuga_with_policies(self):
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"""Test Cuga with custom policies.
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async def test_cuga_with_instructions(self):
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"""Test Cuga with custom instructions.
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This integration test verifies that the CugaComponent can apply
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custom policies to modify its behavior during execution.
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custom instructions to modify its behavior during execution.
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Requires:
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OPENAI_API_KEY environment variable
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"""
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api_key = os.getenv("OPENAI_API_KEY")
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from tests.api_keys import get_openai_api_key
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api_key = get_openai_api_key()
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input_value = "What is 2 + 2?"
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policies = "## Answer\n\nYou must always respond with enthusiasm and use exclamation marks!"
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instructions = "## Answer\n\nYou must always respond with enthusiasm and use exclamation marks!"
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tools = [CalculatorToolComponent().build_tool()]
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cuga = CugaComponent(
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input_value=input_value,
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api_key=api_key,
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model_name="gpt-4o",
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agent_llm="OpenAI",
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policies=policies,
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model=[
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{
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"name": "gpt-4o",
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"provider": "OpenAI",
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"icon": "OpenAI",
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"metadata": {
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"model_class": "ChatOpenAI",
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"model_name_param": "model",
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"api_key_param": "api_key", # pragma: allowlist secret
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},
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}
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],
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instructions=instructions,
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tools=tools,
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_session_id=str(uuid4()),
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)
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File diff suppressed because one or more lines are too long
@ -53,7 +53,7 @@ class CugaComponent(ToolCallingAgentComponent):
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"""Cuga Agent Component for advanced AI task execution.
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The Cuga component is an advanced AI agent that can execute complex tasks using
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various tools and browser automation. It supports custom policies, web applications,
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various tools and browser automation. It supports custom instructions, web applications,
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and API interactions.
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Attributes:
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@ -65,7 +65,7 @@ class CugaComponent(ToolCallingAgentComponent):
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"""
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display_name: str = "Cuga"
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description: str = "Define the Cuga agent's policies, then assign it a task."
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description: str = "Define the Cuga agent's instructions, then assign it a task."
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documentation: str = "https://docs.langflow.org/bundles-cuga"
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icon = "bot"
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name = "Cuga"
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@ -85,10 +85,10 @@ class CugaComponent(ToolCallingAgentComponent):
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),
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*MODEL_PROVIDERS_DICT["OpenAI"]["inputs"],
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MultilineInput(
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name="policies",
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display_name="Policies",
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name="instructions",
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display_name="Instructions",
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info=(
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"Custom instructions or policies for the agent to adhere to during its operation.\n"
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"Custom instructions for the agent to adhere to during its operation.\n"
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"Example:\n"
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"## Plan\n"
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"< planning instructions e.g. which tools and when to use>\n"
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@ -117,16 +117,16 @@ class CugaComponent(ToolCallingAgentComponent):
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BoolInput(
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name="lite_mode",
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display_name="Enable CugaLite",
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info="Enable CugaLite for simple API tasks (faster execution).",
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info="Faster reasoning for simple tasks. Enable CugaLite for simple API tasks.",
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value=True,
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advanced=False,
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advanced=True,
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),
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IntInput(
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name="lite_mode_tool_threshold",
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display_name="CugaLite Tool Threshold",
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info="Route to CugaLite if app has fewer than this many tools.",
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value=25,
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advanced=False,
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advanced=True,
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),
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DropdownInput(
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name="decomposition_strategy",
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@ -142,17 +142,17 @@ class CugaComponent(ToolCallingAgentComponent):
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display_name="Enable Browser",
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info="Toggle to enable a built-in browser tool for web scraping and searching.",
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value=False,
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advanced=False,
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advanced=True,
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),
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MultilineInput(
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name="web_apps",
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display_name="Web applications",
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info=(
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"Define a list of web applications that cuga will open when enable browser is true. "
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"Cuga will automatically start this web application when Enable Browser is true. "
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"Currently only supports one web application. Example: https://example.com"
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),
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value="",
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advanced=False,
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advanced=True,
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),
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]
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outputs = [
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@ -211,7 +211,6 @@ class CugaComponent(ToolCallingAgentComponent):
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settings.advanced_features.mode = "api"
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from cuga.backend.activity_tracker.tracker import ActivityTracker
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from cuga.backend.cuga_graph.nodes.api.variables_manager.manager import VariablesManager
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from cuga.backend.cuga_graph.utils.agent_loop import StreamEvent
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from cuga.backend.cuga_graph.utils.controller import (
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AgentRunner as CugaAgent,
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@ -222,13 +221,10 @@ class CugaComponent(ToolCallingAgentComponent):
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from cuga.backend.llm.models import LLMManager
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from cuga.configurations.instructions_manager import InstructionsManager
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var_manager = VariablesManager()
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# Reset var_manager if this is the first message in history
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logger.debug(f"[CUGA] Checking history_messages: count={len(history_messages) if history_messages else 0}")
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if not history_messages or len(history_messages) == 0:
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logger.debug("[CUGA] First message in history detected, resetting var_manager")
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var_manager.reset()
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else:
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logger.debug(f"[CUGA] Continuing conversation with {len(history_messages)} previous messages")
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@ -236,12 +232,14 @@ class CugaComponent(ToolCallingAgentComponent):
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llm_manager.set_llm(llm)
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instructions_manager = InstructionsManager()
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policies_to_use = self.policies or ""
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logger.debug(f"[CUGA] policies are: {policies_to_use}")
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instructions_manager.set_instructions_from_one_file(policies_to_use)
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instructions_to_use = self.instructions or ""
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logger.debug(f"[CUGA] instructions are: {instructions_to_use}")
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instructions_manager.set_instructions_from_one_file(instructions_to_use)
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tracker = ActivityTracker()
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tracker.set_tools(tools)
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cuga_agent = CugaAgent(browser_enabled=self.browser_enabled)
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thread_id = self.graph.session_id
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logger.debug(f"[CUGA] Using thread_id (session_id): {thread_id}")
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cuga_agent = CugaAgent(browser_enabled=self.browser_enabled, thread_id=thread_id)
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if self.browser_enabled:
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await cuga_agent.initialize_freemode_env(start_url=self.web_apps.strip(), interface_mode="browser_only")
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else:
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@ -257,13 +255,20 @@ class CugaComponent(ToolCallingAgentComponent):
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logger.debug(f"[CUGA] Processing input: {current_input}")
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try:
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# Convert history to LangChain format for the event
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logger.debug(f"[CUGA] Converting {len(history_messages)} history messages to LangChain format")
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lc_messages = []
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for msg in history_messages:
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for i, msg in enumerate(history_messages):
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msg_text = getattr(msg, "text", "N/A")[:50] if hasattr(msg, "text") else "N/A"
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logger.debug(
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f"[CUGA] Message {i}: type={type(msg)}, sender={getattr(msg, 'sender', 'N/A')}, "
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f"text={msg_text}..."
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)
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if hasattr(msg, "sender") and msg.sender == "Human":
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lc_messages.append(HumanMessage(content=msg.text))
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else:
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lc_messages.append(AIMessage(content=msg.text))
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logger.debug(f"[CUGA] Converted to {len(lc_messages)} LangChain messages")
|
||||
await asyncio.sleep(0.5)
|
||||
|
||||
# 2. Build final response
|
||||
@ -274,7 +279,9 @@ class CugaComponent(ToolCallingAgentComponent):
|
||||
last_event: StreamEvent | None = None
|
||||
tool_run_id: str | None = None
|
||||
# 3. Chain end event with AgentFinish
|
||||
async for event in cuga_agent.run_task_generic_yield(eval_mode=False, goal=current_input):
|
||||
async for event in cuga_agent.run_task_generic_yield(
|
||||
eval_mode=False, goal=current_input, chat_messages=lc_messages
|
||||
):
|
||||
logger.debug(f"[CUGA] recieved event {event}")
|
||||
if last_event is not None and tool_run_id is not None:
|
||||
logger.debug(f"[CUGA] last event {last_event}")
|
||||
@ -350,12 +357,12 @@ class CugaComponent(ToolCallingAgentComponent):
|
||||
raise ValueError(msg)
|
||||
|
||||
try:
|
||||
llm_model, self.chat_history, self.tools = await self.get_agent_requirements()
|
||||
|
||||
# Create agent message for event processing
|
||||
from lfx.schema.content_block import ContentBlock
|
||||
from lfx.schema.message import MESSAGE_SENDER_AI
|
||||
|
||||
llm_model, self.chat_history, self.tools = await self.get_agent_requirements()
|
||||
|
||||
# Create agent message for event processing
|
||||
agent_message = Message(
|
||||
sender=MESSAGE_SENDER_AI,
|
||||
sender_name="Cuga",
|
||||
@ -368,7 +375,7 @@ class CugaComponent(ToolCallingAgentComponent):
|
||||
# This ensures streaming works even when not connected to ChatOutput
|
||||
if not self.is_connected_to_chat_output():
|
||||
# When not connected to ChatOutput, assign ID upfront for streaming support
|
||||
agent_message.data["id"] = str(uuid.uuid4())
|
||||
agent_message.data["id"] = uuid.uuid4()
|
||||
|
||||
# Get input text
|
||||
input_text = self.input_value.text if hasattr(self.input_value, "text") else str(self.input_value)
|
||||
@ -476,9 +483,14 @@ class CugaComponent(ToolCallingAgentComponent):
|
||||
"""
|
||||
logger.debug("[CUGA] Retrieving chat history messages.")
|
||||
logger.debug(f"[CUGA] Session ID: {self.graph.session_id}")
|
||||
logger.debug(f"[CUGA] n_messages: {self.n_messages}")
|
||||
logger.debug(f"[CUGA] input_value: {self.input_value}")
|
||||
logger.debug(f"[CUGA] input_value type: {type(self.input_value)}")
|
||||
logger.debug(f"[CUGA] input_value id: {getattr(self.input_value, 'id', None)}")
|
||||
|
||||
messages = (
|
||||
await MemoryComponent(**self.get_base_args())
|
||||
.set(session_id=self.graph.session_id, order="Ascending", n_messages=self.n_messages)
|
||||
.set(session_id=str(self.graph.session_id), order="Ascending", n_messages=self.n_messages)
|
||||
.retrieve_messages()
|
||||
)
|
||||
logger.debug(f"[CUGA] Retrieved {len(messages)} messages from memory")
|
||||
@ -678,7 +690,7 @@ class CugaComponent(ToolCallingAgentComponent):
|
||||
"tools",
|
||||
"input_value",
|
||||
"add_current_date_tool",
|
||||
"policies",
|
||||
"instructions",
|
||||
"agent_description",
|
||||
"max_iterations",
|
||||
"handle_parsing_errors",
|
||||
|
||||
19
uv.lock
generated
19
uv.lock
generated
@ -1,5 +1,5 @@
|
||||
version = 1
|
||||
revision = 2
|
||||
revision = 3
|
||||
requires-python = ">=3.10, <3.14"
|
||||
resolution-markers = [
|
||||
"python_full_version >= '3.13' and platform_machine == 'arm64' and sys_platform == 'darwin'",
|
||||
@ -1811,7 +1811,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "cuga"
|
||||
version = "0.1.11"
|
||||
version = "0.2.5"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "aiohttp" },
|
||||
@ -1821,6 +1821,7 @@ dependencies = [
|
||||
{ name = "fastapi", extra = ["standard"] },
|
||||
{ name = "fastmcp" },
|
||||
{ name = "html2text" },
|
||||
{ name = "httpx" },
|
||||
{ name = "langchain" },
|
||||
{ name = "langchain-core" },
|
||||
{ name = "langchain-ibm" },
|
||||
@ -1832,13 +1833,15 @@ dependencies = [
|
||||
{ name = "mcp", extra = ["cli"] },
|
||||
{ name = "playwright" },
|
||||
{ name = "psutil" },
|
||||
{ name = "pymilvus" },
|
||||
{ name = "python-dotenv" },
|
||||
{ name = "pyyaml" },
|
||||
{ name = "typer" },
|
||||
{ name = "uvicorn" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/49/e8/5a5d9b2d6f894a9c667485c654b9946e01ab8d96364d6142acc4e233cec3/cuga-0.1.11.tar.gz", hash = "sha256:9c0f66401ac200d4d94c8b3bdaff96cb7d3d52cc5d7dd07a5a7ec62cdaa6e5c7", size = 472123, upload-time = "2025-11-26T17:35:20.024Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/3e/da/5affdc32c01f2a14457df8cdbeb9f81823a4a86485cfb98ff74ca72e27fd/cuga-0.2.5.tar.gz", hash = "sha256:485e1228a8a0865e82bdf19022c65220ffe3aeab78c5774680b47aa01664ab1b", size = 520712, upload-time = "2025-12-12T13:04:05.816Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/8b/fa/b8e8e19d84d4e47d0f3654366f6f7e33b5f5ec05bdf0787fd16981696bde/cuga-0.1.11-py3-none-any.whl", hash = "sha256:cd5e05680134599268878c6c7b0c94913605b182e013f01bf480f924abfdf5b3", size = 642770, upload-time = "2025-11-26T17:35:18.593Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/66/02/d1f6204b1895586480c7d94bdefb99cb6c0655635cbd7f58acf920d2c72d/cuga-0.2.5-py3-none-any.whl", hash = "sha256:797ade7fedb840fc1bb3b737c19ed2db882543e7a3e093439455f0ea32bee2de", size = 693891, upload-time = "2025-12-12T13:04:04.277Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -5762,7 +5765,7 @@ requires-dist = [
|
||||
{ name = "couchbase", marker = "extra == 'couchbase'", specifier = ">=4.2.1" },
|
||||
{ name = "cryptography", specifier = ">=43.0.1,<44.0.0" },
|
||||
{ name = "ctransformers", marker = "extra == 'local'", specifier = ">=0.2.10" },
|
||||
{ name = "cuga", specifier = "~=0.1.11" },
|
||||
{ name = "cuga", specifier = "~=0.2.5" },
|
||||
{ name = "datasets", specifier = ">2.14.7,<4.0.0" },
|
||||
{ name = "docling", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'", specifier = ">=2.36.1,<3.0.0" },
|
||||
{ name = "docling-core", specifier = ">=2.36.1,<3.0.0" },
|
||||
@ -7092,7 +7095,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "mcp"
|
||||
version = "1.22.0"
|
||||
version = "1.23.3"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "anyio" },
|
||||
@ -7110,9 +7113,9 @@ dependencies = [
|
||||
{ name = "typing-inspection" },
|
||||
{ name = "uvicorn", marker = "sys_platform != 'emscripten'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/a3/a2/c5ec0ab38b35ade2ae49a90fada718fbc76811dc5aa1760414c6aaa6b08a/mcp-1.22.0.tar.gz", hash = "sha256:769b9ac90ed42134375b19e777a2858ca300f95f2e800982b3e2be62dfc0ba01", size = 471788, upload-time = "2025-11-20T20:11:28.095Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/a7/a4/d06a303f45997e266f2c228081abe299bbcba216cb806128e2e49095d25f/mcp-1.23.3.tar.gz", hash = "sha256:b3b0da2cc949950ce1259c7bfc1b081905a51916fcd7c8182125b85e70825201", size = 600697, upload-time = "2025-12-09T16:04:37.351Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/a9/bb/711099f9c6bb52770f56e56401cdfb10da5b67029f701e0df29362df4c8e/mcp-1.22.0-py3-none-any.whl", hash = "sha256:bed758e24df1ed6846989c909ba4e3df339a27b4f30f1b8b627862a4bade4e98", size = 175489, upload-time = "2025-11-20T20:11:26.542Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/32/c6/13c1a26b47b3f3a3b480783001ada4268917c9f42d78a079c336da2e75e5/mcp-1.23.3-py3-none-any.whl", hash = "sha256:32768af4b46a1b4f7df34e2bfdf5c6011e7b63d7f1b0e321d0fdef4cd6082031", size = 231570, upload-time = "2025-12-09T16:04:35.56Z" },
|
||||
]
|
||||
|
||||
[package.optional-dependencies]
|
||||
|
||||
Reference in New Issue
Block a user