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Cascade Bot
commited on
Commit
·
6435f9a
1
Parent(s):
2443dcb
refactor: update chat interface initialization
Browse files- Moved async initialization to background tasks
- Fixed event loop issues
- Integrated FastAPI routes into ChatInterface
- Removed duplicate VentureUI class
- Improved error handling and logging
app.py
CHANGED
@@ -88,35 +88,250 @@ def check_network(max_attempts=3):
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return False
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class ChatInterface:
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def __init__(self):
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# Check network connectivity
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if not check_network():
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-
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-
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# Initialize core components
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-
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"min_confidence": 0.7,
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"parallel_threshold": 3,
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"learning_rate": 0.1,
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"strategy_weights": {
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"LOCAL_LLM": 0.8,
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"CHAIN_OF_THOUGHT": 0.6,
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"TREE_OF_THOUGHTS": 0.5,
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"META_LEARNING": 0.4
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}
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}
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-
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self.orchestrator = AgentOrchestrator(config)
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self.agentic_system = AgenticSystem(config)
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self.team_manager = TeamManager(self.orchestrator)
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self.chat_history = []
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self.active_objectives = {}
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#
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self.
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async def process_message(
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self,
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@@ -174,7 +389,7 @@ class ChatInterface:
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"""Analyze user message intent with error handling."""
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try:
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# Use reasoning engine to analyze intent
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analysis = await self.
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query=message,
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context={
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"chat_history": self.chat_history,
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@@ -256,7 +471,7 @@ class ChatInterface:
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"""Handle general chat interactions with error recovery."""
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try:
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# Use reasoning engine for response generation
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response = await self.
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query=message,
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context={
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"chat_history": self.chat_history,
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@@ -408,152 +623,10 @@ class ChatInterface:
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logger.error(f"Error formatting status: {str(e)}")
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return "Error formatting status information."
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class VentureUI:
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def __init__(self, app):
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self.app = app
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-
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def create_interface(self):
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"""Create the Gradio interface."""
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with gr.Blocks(
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theme=gr.themes.Soft(),
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analytics_enabled=False,
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title="Advanced Agentic System"
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) as interface:
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# Verify Gradio version
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gr.Markdown(f"""
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# Advanced Agentic System Chat Interface v{gr.__version__}
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-
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Chat with our autonomous agent teams:
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- Team A: Coders (App/Software Developers)
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- Team B: Business (Entrepreneurs)
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- Team C: Research (Deep Online Research)
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- Team D: Crypto & Sports Trading
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-
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You can:
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1. Ask questions
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2. Create new objectives
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3. Check status of teams and objectives
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4. Get insights and recommendations
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""")
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-
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chatbot = gr.Chatbot(
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label="Chat History",
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height=400,
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bubble_full_width=False,
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show_copy_button=True,
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render_markdown=True
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)
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-
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with gr.Row():
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msg = gr.Textbox(
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label="Message",
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placeholder="Chat with the Agentic System...",
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lines=2,
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scale=9,
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autofocus=True,
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container=True
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)
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submit = gr.Button(
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"Send",
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scale=1,
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variant="primary"
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)
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-
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with gr.Row():
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clear = gr.ClearButton(
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[msg, chatbot],
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value="Clear Chat",
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variant="secondary",
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scale=1
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)
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retry = gr.Button(
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"Retry Last",
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variant="secondary",
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scale=1
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)
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-
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async def respond(message, history):
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try:
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# Convert history to the format expected by process_message
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history_list = [[x, y] for x, y in history] if history else []
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response, history_list = await self.app(message, history_list)
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-
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# Update history
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if history is None:
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history = []
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history.append((message, response))
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-
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return "", history
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except Exception as e:
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logger.error(f"Error in chat response: {str(e)}")
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error_msg = "I apologize, but I encountered an error. Please try again."
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-
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if history is None:
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history = []
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history.append((message, error_msg))
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-
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return "", history
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-
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async def retry_last(history):
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if not history:
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return history
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last_user_msg = history[-1][0]
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history = history[:-1] # Remove last exchange
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return await respond(last_user_msg, history)
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-
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msg.submit(
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respond,
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[msg, chatbot],
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[msg, chatbot],
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api_name="chat"
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).then(
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lambda: gr.update(interactive=True),
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None,
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[msg, submit],
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queue=False
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)
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-
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submit.click(
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respond,
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[msg, chatbot],
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[msg, chatbot],
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api_name="submit"
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).then(
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lambda: gr.update(interactive=True),
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None,
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[msg, submit],
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queue=False
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)
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-
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retry.click(
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retry_last,
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[chatbot],
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[chatbot],
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api_name="retry"
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)
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-
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# Event handlers for better UX
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msg.change(lambda x: gr.update(interactive=bool(x.strip())), [msg], [submit])
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-
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# Add example inputs
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gr.Examples(
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examples=[
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"What can Team A (Coders) help me with?",
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"Create a new objective: Analyze market trends",
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"What's the status of all teams?",
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"Give me insights about recent developments"
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],
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inputs=msg,
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label="Example Queries"
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)
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return interface
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-
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def create_chat_interface() -> gr.Blocks:
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"""Create Gradio chat interface."""
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chat = ChatInterface()
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-
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return ui.create_interface()
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# Initialize FastAPI
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app = FastAPI(
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@@ -562,68 +635,6 @@ app = FastAPI(
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version="1.0.0"
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)
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# Add CORS middleware
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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-
allow_methods=["*"],
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allow_headers=["*"],
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)
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-
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-
# Include OpenAI-compatible routes
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-
from api.openai_compatible import OpenAICompatibleAPI
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reasoning_engine = UnifiedReasoningEngine()
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openai_api = OpenAICompatibleAPI(reasoning_engine)
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app.include_router(openai_api.router, tags=["OpenAI Compatible"])
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-
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-
# Original API routes
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-
@app.get("/api/health")
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-
async def health_check():
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-
"""Health check endpoint."""
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-
return {
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"status": "healthy",
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"version": "1.0.0",
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-
"endpoints": {
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"openai_compatible": "/v1/chat/completions",
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"venture": "/api/venture",
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-
"ui": "/"
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-
}
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}
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-
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@app.post("/api/reason")
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-
async def reason(query: str, context: Optional[Dict[str, Any]] = None):
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-
"""Reasoning endpoint."""
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597 |
-
try:
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598 |
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result = await reasoning_engine.reason(query, context or {})
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-
return result
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600 |
-
except Exception as e:
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-
logger.error(f"Reasoning error: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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603 |
-
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604 |
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@app.post("/api/venture/analyze")
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async def analyze_venture(
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venture_type: str,
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description: str,
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metrics: Optional[Dict[str, Any]] = None
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-
):
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"""Venture analysis endpoint."""
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try:
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result = await VentureAPI(reasoning_engine).analyze_venture(
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venture_type=venture_type,
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description=description,
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metrics=metrics or {}
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)
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617 |
-
return result
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618 |
-
except Exception as e:
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619 |
-
logger.error(f"Analysis error: {e}")
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620 |
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raise HTTPException(status_code=500, detail=str(e))
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621 |
-
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622 |
-
@app.get("/api/venture/types")
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623 |
-
async def get_venture_types():
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-
"""Get available venture types."""
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return VentureAPI(reasoning_engine).get_venture_types()
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626 |
-
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627 |
# Create Gradio interface
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interface = create_chat_interface()
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return False
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class ChatInterface:
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+
"""Chat interface for interacting with the agentic system."""
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+
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def __init__(self):
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"""Initialize the chat interface."""
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# Check network connectivity
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if not check_network():
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+
raise ConnectionError("No network connectivity. Please check your connection.")
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+
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+
# Initialize core components
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+
self.orchestrator = AgentOrchestrator()
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self.team_manager = TeamManager(self.orchestrator)
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+
# Initialize reasoning engine
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self.reasoning_engine = UnifiedReasoningEngine()
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+
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+
# Set up the agentic system
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+
self.agentic_system = AgenticSystem(
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orchestrator=self.orchestrator,
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+
team_manager=self.team_manager,
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+
reasoning_engine=self.reasoning_engine
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)
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+
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# Initialize FastAPI app
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self.app = FastAPI()
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self.setup_cors()
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self.setup_routes()
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+
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+
# Create Gradio interface
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+
self.interface = self.create_interface()
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+
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+
# Launch background tasks
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self.background_tasks = []
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self.launch_background_tasks()
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+
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+
async def initialize(self):
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+
"""Initialize async components."""
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+
await self.team_manager.initialize_team_agents()
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+
def launch_background_tasks(self):
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"""Launch background tasks."""
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loop = asyncio.get_event_loop()
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+
self.background_tasks.append(
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loop.create_task(self.initialize())
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)
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+
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def setup_cors(self):
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"""Set up CORS middleware."""
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138 |
+
self.app.add_middleware(
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CORSMiddleware,
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140 |
+
allow_origins=["*"],
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141 |
+
allow_credentials=True,
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142 |
+
allow_methods=["*"],
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143 |
+
allow_headers=["*"],
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+
)
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145 |
+
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+
def setup_routes(self):
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147 |
+
"""Set up API routes."""
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148 |
+
# Include OpenAI-compatible routes
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149 |
+
openai_api = OpenAICompatibleAPI(self.reasoning_engine)
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150 |
+
self.app.include_router(openai_api.router, tags=["OpenAI Compatible"])
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151 |
+
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+
# Original API routes
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153 |
+
@self.app.get("/api/health")
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154 |
+
async def health_check():
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155 |
+
"""Health check endpoint."""
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156 |
+
return {
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157 |
+
"status": "healthy",
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158 |
+
"version": "1.0.0",
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+
"endpoints": {
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+
"openai_compatible": "/v1/chat/completions",
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+
"venture": "/api/venture",
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+
"ui": "/"
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+
}
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}
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+
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+
@self.app.post("/api/reason")
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+
async def reason(query: str, context: Optional[Dict[str, Any]] = None):
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168 |
+
"""Reasoning endpoint."""
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169 |
+
try:
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170 |
+
result = await self.reasoning_engine.reason(query, context or {})
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+
return result
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172 |
+
except Exception as e:
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173 |
+
logger.error(f"Reasoning error: {e}")
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174 |
+
raise HTTPException(status_code=500, detail=str(e))
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+
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176 |
+
@self.app.post("/api/venture/analyze")
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177 |
+
async def analyze_venture(
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178 |
+
venture_type: str,
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179 |
+
description: str,
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180 |
+
metrics: Optional[Dict[str, Any]] = None
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181 |
+
):
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182 |
+
"""Venture analysis endpoint."""
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183 |
+
try:
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184 |
+
result = await VentureAPI(self.reasoning_engine).analyze_venture(
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185 |
+
venture_type=venture_type,
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186 |
+
description=description,
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187 |
+
metrics=metrics or {}
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188 |
+
)
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189 |
+
return result
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190 |
+
except Exception as e:
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191 |
+
logger.error(f"Analysis error: {e}")
|
192 |
+
raise HTTPException(status_code=500, detail=str(e))
|
193 |
+
|
194 |
+
@self.app.get("/api/venture/types")
|
195 |
+
async def get_venture_types():
|
196 |
+
"""Get available venture types."""
|
197 |
+
return VentureAPI(self.reasoning_engine).get_venture_types()
|
198 |
+
|
199 |
+
def create_interface(self):
|
200 |
+
"""Create the Gradio interface."""
|
201 |
+
with gr.Blocks(
|
202 |
+
theme=gr.themes.Soft(),
|
203 |
+
analytics_enabled=False,
|
204 |
+
title="Advanced Agentic System"
|
205 |
+
) as interface:
|
206 |
+
# Verify Gradio version
|
207 |
+
gr.Markdown(f"""
|
208 |
+
# Advanced Agentic System Chat Interface v{gr.__version__}
|
209 |
+
|
210 |
+
Chat with our autonomous agent teams:
|
211 |
+
- Team A: Coders (App/Software Developers)
|
212 |
+
- Team B: Business (Entrepreneurs)
|
213 |
+
- Team C: Research (Deep Online Research)
|
214 |
+
- Team D: Crypto & Sports Trading
|
215 |
+
|
216 |
+
You can:
|
217 |
+
1. Ask questions
|
218 |
+
2. Create new objectives
|
219 |
+
3. Check status of teams and objectives
|
220 |
+
4. Get insights and recommendations
|
221 |
+
""")
|
222 |
+
|
223 |
+
chatbot = gr.Chatbot(
|
224 |
+
label="Chat History",
|
225 |
+
height=400,
|
226 |
+
bubble_full_width=False,
|
227 |
+
show_copy_button=True,
|
228 |
+
render_markdown=True
|
229 |
+
)
|
230 |
+
|
231 |
+
with gr.Row():
|
232 |
+
msg = gr.Textbox(
|
233 |
+
label="Message",
|
234 |
+
placeholder="Chat with the Agentic System...",
|
235 |
+
lines=2,
|
236 |
+
scale=9,
|
237 |
+
autofocus=True,
|
238 |
+
container=True
|
239 |
+
)
|
240 |
+
submit = gr.Button(
|
241 |
+
"Send",
|
242 |
+
scale=1,
|
243 |
+
variant="primary"
|
244 |
+
)
|
245 |
+
|
246 |
+
with gr.Row():
|
247 |
+
clear = gr.ClearButton(
|
248 |
+
[msg, chatbot],
|
249 |
+
value="Clear Chat",
|
250 |
+
variant="secondary",
|
251 |
+
scale=1
|
252 |
+
)
|
253 |
+
retry = gr.Button(
|
254 |
+
"Retry Last",
|
255 |
+
variant="secondary",
|
256 |
+
scale=1
|
257 |
+
)
|
258 |
+
|
259 |
+
async def respond(message, history):
|
260 |
+
try:
|
261 |
+
# Convert history to the format expected by process_message
|
262 |
+
history_list = [[x, y] for x, y in history] if history else []
|
263 |
+
response, history_list = await self.process_message(message, history_list)
|
264 |
+
|
265 |
+
# Update history
|
266 |
+
if history is None:
|
267 |
+
history = []
|
268 |
+
history.append((message, response))
|
269 |
+
|
270 |
+
return "", history
|
271 |
+
except Exception as e:
|
272 |
+
logger.error(f"Error in chat response: {str(e)}")
|
273 |
+
error_msg = "I apologize, but I encountered an error. Please try again."
|
274 |
+
|
275 |
+
if history is None:
|
276 |
+
history = []
|
277 |
+
history.append((message, error_msg))
|
278 |
+
|
279 |
+
return "", history
|
280 |
+
|
281 |
+
async def retry_last(history):
|
282 |
+
if not history:
|
283 |
+
return history
|
284 |
+
last_user_msg = history[-1][0]
|
285 |
+
history = history[:-1] # Remove last exchange
|
286 |
+
return await respond(last_user_msg, history)
|
287 |
+
|
288 |
+
msg.submit(
|
289 |
+
respond,
|
290 |
+
[msg, chatbot],
|
291 |
+
[msg, chatbot],
|
292 |
+
api_name="chat"
|
293 |
+
).then(
|
294 |
+
lambda: gr.update(interactive=True),
|
295 |
+
None,
|
296 |
+
[msg, submit],
|
297 |
+
queue=False
|
298 |
+
)
|
299 |
+
|
300 |
+
submit.click(
|
301 |
+
respond,
|
302 |
+
[msg, chatbot],
|
303 |
+
[msg, chatbot],
|
304 |
+
api_name="submit"
|
305 |
+
).then(
|
306 |
+
lambda: gr.update(interactive=True),
|
307 |
+
None,
|
308 |
+
[msg, submit],
|
309 |
+
queue=False
|
310 |
+
)
|
311 |
+
|
312 |
+
retry.click(
|
313 |
+
retry_last,
|
314 |
+
[chatbot],
|
315 |
+
[chatbot],
|
316 |
+
api_name="retry"
|
317 |
+
)
|
318 |
+
|
319 |
+
# Event handlers for better UX
|
320 |
+
msg.change(lambda x: gr.update(interactive=bool(x.strip())), [msg], [submit])
|
321 |
+
|
322 |
+
# Add example inputs
|
323 |
+
gr.Examples(
|
324 |
+
examples=[
|
325 |
+
"What can Team A (Coders) help me with?",
|
326 |
+
"Create a new objective: Analyze market trends",
|
327 |
+
"What's the status of all teams?",
|
328 |
+
"Give me insights about recent developments"
|
329 |
+
],
|
330 |
+
inputs=msg,
|
331 |
+
label="Example Queries"
|
332 |
+
)
|
333 |
+
|
334 |
+
return interface
|
335 |
|
336 |
async def process_message(
|
337 |
self,
|
|
|
389 |
"""Analyze user message intent with error handling."""
|
390 |
try:
|
391 |
# Use reasoning engine to analyze intent
|
392 |
+
analysis = await self.reasoning_engine.reason(
|
393 |
query=message,
|
394 |
context={
|
395 |
"chat_history": self.chat_history,
|
|
|
471 |
"""Handle general chat interactions with error recovery."""
|
472 |
try:
|
473 |
# Use reasoning engine for response generation
|
474 |
+
response = await self.reasoning_engine.reason(
|
475 |
query=message,
|
476 |
context={
|
477 |
"chat_history": self.chat_history,
|
|
|
623 |
logger.error(f"Error formatting status: {str(e)}")
|
624 |
return "Error formatting status information."
|
625 |
|
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|
626 |
def create_chat_interface() -> gr.Blocks:
|
627 |
"""Create Gradio chat interface."""
|
628 |
chat = ChatInterface()
|
629 |
+
return chat.interface
|
|
|
630 |
|
631 |
# Initialize FastAPI
|
632 |
app = FastAPI(
|
|
|
635 |
version="1.0.0"
|
636 |
)
|
637 |
|
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|
|
|
|
|
638 |
# Create Gradio interface
|
639 |
interface = create_chat_interface()
|
640 |
|