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import gradio as gr | |
import pydantic | |
from datetime import datetime | |
from pydantic import BaseModel | |
import semantic_kernel | |
from plugins.sk_bing_plugin import BingPlugin | |
from plugins.sk_web_pages_plugin import WebPagesPlugin | |
from planning.autogen_planner import AutoGenPlanner | |
from typing_extensions import Protocol, runtime_checkable | |
import os | |
from web_search_client import WebSearchClient | |
from web_search_client.models import SafeSearch | |
from azure.core.credentials import AzureKeyCredential | |
import semantic_kernel | |
from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion, AzureChatCompletion | |
from semantic_kernel.core_skills.text_skill import TextSkill | |
from semantic_kernel.planning.basic_planner import BasicPlanner | |
# Configure your credentials here | |
bing_api_key = "ArAgtjC7LMINRUaY4D6ltro329Po1zNqU82U2JHFDkIbQmzi1_18j71OOdILMdpJ" # Replace with your Bing API key | |
llm_config = { | |
"type": "openai", # "azure" or "openai" | |
"openai_api_key": "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", # OpenAI API Key | |
"azure_deployment": "", # Azure OpenAI deployment name | |
"azure_api_key": "", # Azure OpenAI API key in the Azure portal | |
"azure_endpoint": "" # Endpoint URL for Azure OpenAI, e.g. https://contoso.openai.azure.com/ | |
} | |
kernel = semantic_kernel.Kernel() | |
kernel.import_skill(BingPlugin(bing_api_key)) | |
kernel.import_skill(WebPagesPlugin()) | |
sk_planner = AutoGenPlanner(kernel, llm_config) | |
assistant = sk_planner.create_assistant_agent("Assistant") | |
def get_response(question, max_auto_reply): | |
worker = sk_planner.create_user_agent("Worker", max_auto_reply=max_auto_reply, human_input="NEVER") | |
worker.initiate_chat(assistant, message=question) | |
return worker.get_response() | |
iface = gr.Interface(fn=get_response, inputs=["text", "number"], outputs="text", inputs_label=["Question", "Max Auto Reply"]) | |
iface.launch() | |