mirror of
https://github.com/dataforcanada/d4c-service-geo-assistant.git
synced 2026-06-15 15:31:02 +02:00
Initial commit
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import json
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import os
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import uuid
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import httpx
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import streamlit as st
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from dotenv import load_dotenv
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# Load environment variables from .env file
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load_dotenv()
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# API configuration
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API_BASE_URL = os.environ.get("API_BASE_URL", "http://localhost:8000")
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st.set_page_config(page_title="Geo Assistant", page_icon="💬")
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# Initialize session state
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if "thread_id" not in st.session_state:
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st.session_state.thread_id = str(uuid.uuid4())
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if "chat_history" not in st.session_state:
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st.session_state.chat_history = []
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def send_message(user_message: str, message_container):
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"""Send a message to the API and stream the response."""
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thread_id = st.session_state.thread_id
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# Prepare request body
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request_body = {
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"thread_id": thread_id,
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"agent_state": {
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"messages": [{"type": "human", "content": user_message}],
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"features": [],
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},
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}
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# Create a placeholder for streaming response
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response_placeholder = message_container.empty()
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last_messages = []
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try:
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with httpx.stream(
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"POST",
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f"{API_BASE_URL}/chat",
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json=request_body,
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timeout=60.0,
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) as response:
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response.raise_for_status()
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for line in response.iter_lines():
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if line:
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try:
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data = json.loads(line)
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state = data.get("state", {})
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messages = state.get("messages", [])
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# Display the latest messages
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if messages:
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display_parts = []
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for msg in messages:
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msg_type = msg.get("type", "")
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content = msg.get("content", "")
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if msg_type == "tool":
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# Display tool messages as JSON code blocks
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if isinstance(content, (dict, list)):
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content_str = json.dumps(content, indent=2)
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else:
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content_str = str(content)
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display_parts.append(
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f"**Tool:**\n```json\n{content_str}\n```"
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)
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elif msg_type in ["ai", "assistant"]:
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# Display AI messages as normal text
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display_parts.append(f"**AI:** {content}")
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if display_parts:
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full_response = "\n\n".join(display_parts)
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response_placeholder.markdown(full_response)
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last_messages = messages
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except json.JSONDecodeError:
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continue
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# Return the final messages for history
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return last_messages
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except httpx.HTTPError as e:
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message_container.error(f"Error connecting to API: {e}")
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return []
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except Exception as e:
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message_container.error(f"Error: {e}")
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return []
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# Main UI
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st.title("Geo Assistant")
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# Display chat history
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for item in st.session_state.chat_history:
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role = item["role"]
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content = item["content"]
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with st.chat_message(role):
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if role == "assistant":
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# For assistant messages, check if it's a tool message
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if item.get("is_tool"):
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st.code(content, language="json")
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else:
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st.markdown(content)
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else:
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st.markdown(content)
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# Chat input
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if prompt := st.chat_input("Type your message..."):
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# Add user message to history
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st.session_state.chat_history.append({"role": "user", "content": prompt})
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# Send message and get response
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with st.chat_message("assistant"):
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final_messages = send_message(prompt, st.container())
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# Add response to history
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if final_messages:
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for msg in final_messages:
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msg_type = msg.get("type", "")
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content = msg.get("content", "")
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if msg_type == "tool":
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if isinstance(content, (dict, list)):
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content_str = json.dumps(content, indent=2)
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else:
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content_str = str(content)
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st.session_state.chat_history.append(
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{"role": "assistant", "content": content_str, "is_tool": True}
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)
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elif msg_type in ["ai", "assistant"]:
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st.session_state.chat_history.append(
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{"role": "assistant", "content": content, "is_tool": False}
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)
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st.rerun()
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