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import argparse

import uvicorn

from agentmesh.common import logger

from agentmesh.common import load_config, config, ModelFactory

from agentmesh.protocol import AgentTeam, Agent, Task

from agentmesh.tools.tool_manager import ToolManager

def create_team_from_config(team_name):

"""Create a team from configuration."""

# Get teams configuration

teams_config = config().get("teams", {})

# Check if the specified team exists

if team_name not in teams_config:

print(f"Error: Team '{team_name}' not found in configuration.")

available_teams = list(teams_config.keys())

print(f"Available teams: {', '.join(available_teams)}")

return None

# Get team configuration

team_config = teams_config[team_name]

# Initialize ModelFactory

model_factory = ModelFactory()

# Get team's model

team_model_name = team_config.get("model", "gpt-4o")

team_model = model_factory.get_model(team_model_name)

# Get team's max_steps (default to 100 if not specified)

team_max_steps = team_config.get("max_steps", 100)

# Create team with the model

team = AgentTeam(

name=team_name,

description=team_config.get("description", ""),

rule=team_config.get("rule", ""),

model=team_model,

max_steps=team_max_steps

)

# Create and add agents to the team

agents_config = team_config.get("agents", [])

for agent_config in agents_config:

# Check if agent has a specific model

if agent_config.get("model"):

agent_model = model_factory.get_model(agent_config.get("model"))

else:

agent_model = team_model

# Get agent's max_steps

agent_max_steps = agent_config.get("max_steps")

agent = Agent(

name=agent_config.get("name", ""),

system_prompt=agent_config.get("system_prompt", ""),

model=agent_model, # Use agent's model if specified, otherwise will use team's model

description=agent_config.get("description", ""),

max_steps=agent_max_steps

)

# Add tools to the agent if specified

tool_names = agent_config.get("tools", [])

tool_manager = ToolManager()

for tool_name in tool_names:

tool = tool_manager.create_tool(tool_name)

if tool:

agent.add_tool(tool)

else:

if tool_name == "browser":

logger.warning(

"Tool 'Browser' loaded failed, "

"please install the required dependency with: \n"

"'pip install browser-use>=0.1.40' or 'pip install agentmesh-sdk[full]'\n"

)

else:

logger.warning(f"Tool '{tool_name}' not found for agent '{agent.name}'\n")

# Add agent to team

team.add(agent)

return team

def list_available_teams():

"""List all available teams from configuration."""

teams_config = config().get("teams", {})

if not teams_config:

print("No teams found in configuration.")

return

print("Available teams:")

for team_name, team_config in teams_config.items():

print(f" - {team_name}: {team_config.get('description', '')}")

def main():

# Parse command line arguments

parser = argparse.ArgumentParser(description="AgentMesh - Multi-Agent Framework")

parser.add_argument("-t", "--team", help="Specify the team to run")

parser.add_argument("-l", "--list", action="store_true", help="List available teams")

parser.add_argument("-q", "--query", help="Direct query to run (non-interactive mode)")

parser.add_argument("-s", "--server", action="store_true", help="Start API server")

args = parser.parse_args()

# Load configuration

load_config()

# Load tools

ToolManager().load_tools("agentmesh/tools")

# Start API server if requested

if args.server:

print("Starting AgentMesh API server...")

print("Server will be available at: http://localhost:8000")

print("API documentation: http://localhost:8000/docs")

print("Press Ctrl+C to stop the server")

try:

uvicorn.run(

"agentmesh.api.app:app",

host="0.0.0.0",

port=8000,

reload=True,

log_level="info"

)

except KeyboardInterrupt:

print("\nServer stopped.")

return

# List teams if requested

if args.list:

list_available_teams()

return

# If no team is specified, show usage

if not args.team:

parser.print_help()

return

# Create team from configuration

team = create_team_from_config(args.team)

if not team:

return

# If a direct query is provided, run it in non-interactive mode

if args.query:

print(f"Team '{team.name}' loaded successfully.")

print(f"User task: {args.query}")

print()

# Run the team with the user's query

team.run(Task(content=args.query), output_mode="print")

return

# Otherwise, run in interactive mode

print(f"Team '{team.name}' loaded successfully.")

print(f"Description: {team.description}")

print(f"Number of agents: {len(team.agents)}")

print("\nEnter your task (type 'exit' to quit):")

count = 0

# Interactive loop

while True:

try:

if count > 0:

team = create_team_from_config(args.team)

count += 1

user_input = input("> ")

if user_input.lower() in ["exit", "quit", "q"]:

print("Exiting AgentMesh. Goodbye!")

break

if user_input.strip():

# Run the team with the user's task

team.run(Task(content=user_input), output_mode="print")

print("\nEnter your next task (type 'exit' to quit):")

except KeyboardInterrupt:

print("\nExiting AgentMesh. Goodbye!")

break

except Exception as e:

logger.error(f"Error: {e}")

if __name__ == "__main__":

main()