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swarms/playground/demos/visuo/text_to_sql_agent_example.py

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5 months ago
import os
from dotenv import load_dotenv
# Import the OpenAIChat model and the Agent struct
from swarms import Agent, HuggingfaceLLM
# Load the environment variables
load_dotenv()
# Get the API key from the environment
api_key = os.environ.get("OPENAI_API_KEY")
# Initialize the language model
llm = HuggingfaceLLM(
model_id="codellama/CodeLlama-70b-hf",
max_length=4000,
quantize=True,
temperature=0.5,
)
## Initialize the workflow
agent = Agent(
llm=llm,
max_loops="auto",
system_prompt=None,
autosave=True,
dashboard=True,
tools=[None],
)
# Run the workflow on a task
agent.run("Generate a 10,000 word blog on health and wellness.")