code_agent.py

from doctest import debug

import yaml
from smolagents import (
    load_tool,
    CodeAgent,
    HfApiModel,
    GradioUI,
    VisitWebpageTool,
)

# from opentelemetry import trace
# from opentelemetry.sdk.trace import TracerProvider
# from opentelemetry.sdk.trace.export import BatchSpanProcessor
#
# from openinference.instrumentation.smolagents import SmolagentsInstrumentor
# from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
# from opentelemetry.sdk.trace.export import ConsoleSpanExporter, SimpleSpanProcessor
#
# endpoint = "http://0.0.0.0:6006/v1/traces"
# trace_provider = TracerProvider()
# trace_provider.add_span_processor(SimpleSpanProcessor(OTLPSpanExporter(endpoint)))
#
# SmolagentsInstrumentor().instrument(tracer_provider=trace_provider)

model_id='Qwen/Qwen2.5-Coder-32B-Instruct'

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id=model_id,
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("m-ric/text-to-image", trust_remote_code=True)

model = HfApiModel(model_id)

visitWebpageTool = VisitWebpageTool()

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)


examples = [
    [{"text": "what are AI agents ?"}],
    [{"text": "What do you know about ReAct ?"}],
    [{"text": "What are some of the topics covered in the course ?"}],
]

# Initialize the agent with the image generation tool
agent = CodeAgent(tools=[visitWebpageTool, image_generation_tool], model=model, prompt_templates=prompt_templates)

gr = GradioUI(agent).launch()

# messages = gr.State([])
# messages.append(gr.ChatMessage(role="assistant", content="testing"))