langchain-genezio 0.1.0

The Genezio Code Interpreter is a Virtual Machine isolated environment for running Python generated by AI agents.

Langchain Genezio Code Interpreter

The Langchain Genezio Code Interpreter allows you to add code execution functionality into the LLMs. The code is executed in a secured environment on Genezio Cloud Platform.

Installation

pip install langchain-genezio

Usage

from langchain.agents import AgentExecutor, create_tool_calling_agent
from langchain_anthropic import ChatAnthropic
from langchain_core.prompts import ChatPromptTemplate
from langchain-genezio import GenezioPythonInterpreter

tools = [
    GenezioPythonInterpreter(
        url=os.getenv("GENEZIO_PROJECT_URL"),
    )
]

llm = ChatAnthropic(model="claude-3-haiku-20240307", temperature=0)

prompt_template = ChatPromptTemplate.from_messages(
    [
        (
            "system",
            "You are a helpful assistant. Make sure to use a tool if you need to solve a problem.",
        ),
        ("human", "{input}"),
        ("placeholder", "{agent_scratchpad}"),
    ]
)

agent = create_tool_calling_agent(llm, tools, prompt_template)
agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)
# Ask a tough question
result = agent_executor.invoke({"input": "What is the 888th prime number?"})
print(result["output"][0]["text"])