Add requirements
Browse files- Makefile +8 -0
- demo_agents/custom_agent.py +57 -0
- requirements.txt +3 -0
Makefile
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venv:
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python3 -m venv .venv
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develop:
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pip install -r requirements.txt
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dev:
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python app.py
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demo_agents/custom_agent.py
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from smolagents import CodeAgent, DuckDuckGoSearchTool, InferenceClientModel, OpenAIServerModel
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model = InferenceClientModel()
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tools = [DuckDuckGoSearchTool()]
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detection_agent = CodeAgent(
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name="detection_agent",
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description="Analyzes logs and identifies intrusions using fast AI classification.",
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tools=tools,
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model=model,
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)
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containment_agent = CodeAgent(
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name="containment_agent",
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description="Executes emergency actions like blocking IPs, killing processes, or isolating the system.",
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tools=tools,
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model=model,
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)
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forensics_agent = CodeAgent(
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name="forensics_agent",
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description="Inspects filesystem and logs to identify attack vectors and changes.",
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tools=tools,
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model=model,
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)
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recovery_agent = CodeAgent(
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name="recovery_agent",
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description="Restores system stability by creating new users, restarting services, and cleaning up.",
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tools=tools,
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model=model,
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)
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audit_agent = CodeAgent(
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name="audit_agent",
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description="Generates a full post-incident report with recommendations and timelines.",
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tools=tools,
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model=model,
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)
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manager_agent = CodeAgent(
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model=model,
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name="manager_agent",
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description="You ara a manager for an escilation sutation, you need to help the user detect arnomalies in a system and provide information on how to prevent more damage, remove the intruder, recovery and auditing. currently do it as a simulation " \
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", create a random detection and provide steps on how to remove the thread.",
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tools=tools,
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planning_interval=4,
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max_steps=15,
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managed_agents=[
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detection_agent,
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containment_agent,
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forensics_agent,
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recovery_agent,
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audit_agent,
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]
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)
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requirements.txt
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gradio
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gradio-agentvisualizer==0.0.1
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gradio-mcp-tools-visualizer==0.0.1
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