Fix bad imports and bad arguments in agents

README.md

@@ -359,7 +359,7 @@ At its core, CAI abstracts its cybersecurity behavior via `Agents` and agentic `
 
 
 ```python
-from cai.types import Agent
+from cai.sdk.agents import Agent
 from cai.core import CAI
 ctf_agent = Agent(
     name="CTF Agent",
@@ -382,7 +382,7 @@ response = client.run(agent=ctf_agent,
 `Tools` let cybersecurity agents take actions by providing interfaces to execute system commands, run security scans, analyze vulnerabilities, and interact with target systems and APIs - they are the core capabilities that enable CAI agents to perform security tasks effectively; in CAI, tools include built-in cybersecurity utilities (like LinuxCmd for command execution, WebSearch for OSINT gathering, Code for dynamic script execution, and SSHTunnel for secure remote access), function calling mechanisms that allow integration of any Python function as a security tool, and agent-as-tool functionality that enables specialized security agents (such as reconnaissance or exploit agents) to be used by other agents, creating powerful collaborative security workflows without requiring formal handoffs between agents.
 
 ```python
-from cai.types import Agent
+from cai.sdk.agents import Agent
 from cai.tools.common import run_command
 from cai.core import CAI
 
@@ -433,7 +433,7 @@ You may find different [tools](cai/tools). They are grouped in 6 major categorie
 
 
 ```python
-from cai.types import Agent
+from cai.sdk.agents import Agent
 from cai.core import CAI
 
 ctf_agent = Agent(

src/cai/agents/codeagent.py

@@ -244,7 +244,7 @@ class CodeAgent(Agent):
             model=model,
             description=description,
             instructions=instructions,
-            functions=functions or [],
+            tools=functions or [],
             reasoning_effort=reasoning_effort,
             temperature=0.2,  # Lower temperature for predictable code
         )

src/cai/agents/memory_analysis_agent.py

@@ -1,6 +1,6 @@
 """Memory Analysis and Manipulation Agent"""
 import os
-from cai.types import Agent  # pylint: disable=import-error
+from cai.sdk.agents import Agent  # pylint: disable=import-error
 from cai.util import load_prompt_template  # Add this import
 from cai.tools.command_and_control.sshpass import (  # pylint: disable=import-error # noqa: E501
     run_ssh_command_with_credentials
@@ -39,6 +39,6 @@ memory_analysis_agent = Agent(
                    Specializes in process memory examination, monitoring, and modification
                    for security assessment, vulnerability discovery, and runtime behavior analysis.""",
     model=os.getenv('CAI_MODEL', "qwen2.5:14b"),
-    functions=functions,
-    parallel_tool_calls=False,
+    tools=functions,
+    
 )

src/cai/agents/reporter.py

@@ -1,6 +1,6 @@
 """Reporter Agent - Creates professional security assessment reports"""
 import os
-from cai.types import Agent  # pylint: disable=import-error
+from cai.sdk.agents import Agent  # pylint: disable=import-error
 from cai.util import load_prompt_template  # Add this import
 
 from cai.tools.reconnaissance.generic_linux_command import (  # pylint: disable=import-error # noqa: E501
@@ -27,6 +27,6 @@ reporting_agent = Agent(
     instructions=reporting_agent_system_prompt,
     description="""Agent that generates reports in html.""",
     model=os.getenv('CAI_MODEL', "qwen2.5:14b"),
-    functions=functions,
-    parallel_tool_calls=False,
+    tools=functions,
+    
 )

src/cai/agents/reverse_engineering_agent.py

@@ -1,6 +1,6 @@
 """Reverse Engineering and Binary Analysis Agent"""
 import os
-from cai.types import Agent  # pylint: disable=import-error
+from cai.sdk.agents import Agent  # pylint: disable=import-error
 from cai.util import load_prompt_template  # Add this import
 from cai.tools.command_and_control.sshpass import (  # pylint: disable=import-error # noqa: E501
     run_ssh_command_with_credentials
@@ -40,6 +40,6 @@ reverse_engineering_agent = Agent(
                    decompilation, and vulnerability discovery using tools
                    like Ghidra, Binwalk, and various binary analysis utilities.""",
     model=os.getenv('CAI_MODEL', "qwen2.5:14b"),
-    functions=functions,
-    parallel_tool_calls=False,
+    tools=functions,
+    
 )

src/cai/agents/subghz_sdr_agent.py

@@ -1,6 +1,6 @@
 """Sub-GHz Radio Frequency Analysis Agent using HackRF One"""
 import os
-from cai.types import Agent  # pylint: disable=import-error
+from cai.sdk.agents import Agent  # pylint: disable=import-error
 from cai.util import load_prompt_template  # Add this import
 from cai.tools.command_and_control.sshpass import (  # pylint: disable=import-error # noqa: E501
     run_ssh_command_with_credentials
@@ -39,6 +39,6 @@ subghz_sdr_agent = Agent(
                    Specializes in signal capture, replay, and protocol analysis for IoT, 
                    automotive, industrial, and wireless security applications.""",
     model=os.getenv('CAI_MODEL', "qwen2.5:14b"),
-    functions=functions,
-    parallel_tool_calls=False,
+    tools=functions,
+    
 )

src/cai/agents/wifi_security_tester.py

@@ -1,6 +1,6 @@
 """Wi-Fi Security Testing Agent"""
 import os
-from cai.types import Agent  # pylint: disable=import-error
+from cai.sdk.agents import Agent  # pylint: disable=import-error
 from cai.util import load_prompt_template  # Add this import
 from cai.tools.command_and_control.sshpass import (  # pylint: disable=import-error # noqa: E501
     run_ssh_command_with_credentials
@@ -38,6 +38,6 @@ wifi_security_agent = Agent(
     description="""Agent for Wi-Fi network security testing and penetration.
                    Specializes in wireless attacks, password recovery, and communication disruption.""",
     model=os.getenv('CAI_MODEL', "qwen2.5:14b"),
-    functions=functions,
-    parallel_tool_calls=False,
+    tools=functions,
+    
 )

src/cai/sdk/agents/_run_impl.py

@@ -414,7 +414,7 @@ class RunImpl:
         return ProcessedResponse(
             new_items=items,
             handoffs=run_handoffs,
-            functions=functions,
+            tools=functions,
             computer_actions=computer_actions,
             tools_used=tools_used,
         )

tests/core/test_openai_chatcompletions_stream.py

@@ -66,7 +66,7 @@ async def test_stream_response_yields_events_for_text_content(monkeypatch) -> No
             output=[],
             tool_choice="none",
             tools=[],
-            parallel_tool_calls=False,
+            
         )
         return resp, fake_stream()
 
@@ -155,7 +155,7 @@ async def test_stream_response_yields_events_for_refusal_content(monkeypatch) ->
             output=[],
             tool_choice="none",
             tools=[],
-            parallel_tool_calls=False,
+            
         )
         return resp, fake_stream()
 
@@ -242,7 +242,7 @@ async def test_stream_response_yields_events_for_tool_call(monkeypatch) -> None:
             output=[],
             tool_choice="none",
             tools=[],
-            parallel_tool_calls=False,
+            
         )
         return resp, fake_stream()
 

tests/fake_model.py

@@ -124,5 +124,5 @@ def get_response_obj(output: list[TResponseOutputItem], response_id: str | None
         tool_choice="none",
         tools=[],
         top_p=None,
-        parallel_tool_calls=False,
+        
     )