The Python SDK provides a Pythonic way to consume tools with OpenAI’s function calling capabilities.

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Installation

pip install agentrpc

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Registering Tools

The AgentRPC Python SDK does not currently support registering tools.

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OpenAI Tools

AgentRPC provides integration with OpenAI’s function calling capabilities, allowing you to expose your registered RPC functions as tools for OpenAI models to use.

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Agents SDK

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rpc.openai.agents.get_tools()

The get_tools() method returns your registered AgentRPC functions as OpenAI Agent tools.

# First register your functions with AgentRPC (Locally or on another machine)

# Attach the tools to the Agent
agent = Agent(name="AgentRPC Agent", tools=agentrpc.openai.agents.get_tools())

result = await Runner.run(
    agent,
    input="What is the weather in Melbourne?",
)

print(result.final_output)

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Completions SDK

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rpc.openai.completions.get_tools()

The get_tools() method returns your registered AgentRPC functions formatted as OpenAI tools, ready to be passed to OpenAI’s API.

# First register your functions with AgentRPC (Locally or on another machine)

# Then get the tools formatted for OpenAI
tools = agentrpc.openai.completions.get_tools()

# Pass these tools to OpenAI
chat_completion = openai.chat.completions.create(
  model="gpt-4-1106-preview",
  messages=messages,
  tools=tools,
  tool_choice="auto"
)

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rpc.openai.completions.execute_tool(tool_call)

The execute_tool() method executes an OpenAI tool call against your registered AgentRPC functions.

# Process tool calls from OpenAI's response
if chat_completion.choices[0].tool_calls:
  for tool_call in response_message.tool_calls:
    rpc.openai.completions.execute_tool(tool_call)

For more details, visit the Python SDK GitHub repository.