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117 lines
2.8 KiB
117 lines
2.8 KiB
from swarms import Agent, OpenAIChat
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from swarms_memory import ChromaDB
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import subprocess
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import os
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# Making an instance of the ChromaDB class
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memory = ChromaDB(
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metric="cosine",
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n_results=3,
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output_dir="results",
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docs_folder="docs",
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)
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# Model
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model = OpenAIChat(
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api_key=os.getenv("OPENAI_API_KEY"),
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model_name="gpt-4o-mini",
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temperature=0.1,
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)
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# Tools in swarms are simple python functions and docstrings
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def terminal(
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code: str,
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):
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"""
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Run code in the terminal.
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Args:
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code (str): The code to run in the terminal.
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Returns:
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str: The output of the code.
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"""
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out = subprocess.run(
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code, shell=True, capture_output=True, text=True
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).stdout
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return str(out)
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def browser(query: str):
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"""
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Search the query in the browser with the `browser` tool.
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Args:
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query (str): The query to search in the browser.
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Returns:
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str: The search results.
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"""
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import webbrowser
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url = f"https://www.google.com/search?q={query}"
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webbrowser.open(url)
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return f"Searching for {query} in the browser."
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def create_file(file_path: str, content: str):
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"""
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Create a file using the file editor tool.
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Args:
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file_path (str): The path to the file.
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content (str): The content to write to the file.
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Returns:
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str: The result of the file creation operation.
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"""
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with open(file_path, "w") as file:
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file.write(content)
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return f"File {file_path} created successfully."
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def file_editor(file_path: str, mode: str, content: str):
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"""
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Edit a file using the file editor tool.
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Args:
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file_path (str): The path to the file.
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mode (str): The mode to open the file in.
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content (str): The content to write to the file.
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Returns:
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str: The result of the file editing operation.
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"""
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with open(file_path, mode) as file:
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file.write(content)
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return f"File {file_path} edited successfully."
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# Agent
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agent = Agent(
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agent_name="Devin",
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system_prompt=(
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"Autonomous agent that can interact with humans and other"
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" agents. Be Helpful and Kind. Use the tools provided to"
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" assist the user. Return all code in markdown format."
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),
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llm=model,
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max_loops="auto",
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autosave=True,
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dashboard=False,
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streaming_on=True,
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verbose=True,
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stopping_token="<DONE>",
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interactive=True,
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tools=[terminal, browser, file_editor, create_file],
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streaming=True,
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long_term_memory=memory,
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)
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# Run the agent
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out = agent(
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"Create a CSV file with the latest tax rates for C corporations in the following ten states and the District of Columbia: Alabama, California, Florida, Georgia, Illinois, New York, North Carolina, Ohio, Texas, and Washington."
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)
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print(out)
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