[CLEANUP]

docs/swarms/install/multi_agent_template.md

@@ -1,6 +0,0 @@
-# Getting Started with Multi-Agent Collaboration Using the Multi-Agent Github Template
-
-
-The Multi-Agent Github Template, a radically simple, reliable, and high-performance framework, is designed to empower developers and prompt engineers to harness the full potential of multi-agent collaboration. [LINK](https://medium.com/@kyeg/getting-started-with-multi-agent-collaboration-using-the-multi-agent-github-template-0f0a6cba0dc0)
-
-[GITHUB](https://github.com/kyegomez/Multi-Agent-Template-App)

tests/profiling_agent 2.py\

@@ -1,47 +0,0 @@
-import time
-
-start_time = time.time()
-
-import os
-import uuid
-from swarms import Agent
-from swarm_models import OpenAIChat
-from swarms.prompts.finance_agent_sys_prompt import (
-    FINANCIAL_AGENT_SYS_PROMPT,
-)
-
-
-# Get the OpenAI API key from the environment variable
-api_key = os.getenv("OPENAI_API_KEY")
-
-# Create an instance of the OpenAIChat class
-model = OpenAIChat(
-    api_key=api_key, model_name="gpt-4o-mini", temperature=0.1
-)
-
-
-agent = Agent(
-    agent_name=f"{uuid.uuid4().hex}",
-    system_prompt=FINANCIAL_AGENT_SYS_PROMPT,
-    llm=model,
-    max_loops=1,
-    autosave=True,
-    dashboard=False,
-    verbose=True,
-    dynamic_temperature_enabled=True,
-    saved_state_path=f"{uuid.uuid4().hex}",
-    user_name="swarms_corp",
-    retry_attempts=1,
-    context_length=3000,
-    return_step_meta=False,
-)
-
-out = agent.run(
-    "How can I establish a ROTH IRA to buy stocks and get a tax break? What are the criteria"
-)
-print(out)
-
-end_time = time.time()
-
-print(f"Execution time: {end_time - start_time} seconds")
-# Execution time: 9.922541856765747 seconds for the whole script