Spaces:
Running
Running
Asish Karthikeya Gogineni commited on
Commit Β·
039d022
1
Parent(s): 8755993
chore: Remove unnecessary helper scripts
Browse files- app_multimode_integration.py +0 -98
- demo_mcp_crewai.py +0 -187
- integrate_multimode.py +0 -114
app_multimode_integration.py
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"""
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Enhanced app.py with multi-mode interface integration.
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This file adds the mode selector and conditional rendering.
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Add this code after line 520 in app.py (after the caption).
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"""
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# Add this import at the top of app.py (around line 11)
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# from components.multi_mode import render_mode_selector, render_chat_mode, render_search_mode, render_refactor_mode, render_generate_mode
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# Replace lines 523-615 with this code:
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if not st.session_state.processed_files:
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st.info("π Please upload and index a ZIP file to start.")
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else:
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# Get selected mode (defaults to chat)
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selected_mode = st.session_state.get("mode_selector", "π¬ Chat")
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# Only render chat interface in chat mode
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if selected_mode == "π¬ Chat":
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# Display History
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for msg in st.session_state.messages:
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with st.chat_message(msg["role"]):
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# Render Sources if available
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if "sources" in msg and msg["sources"]:
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unique_sources = {}
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for s in msg["sources"]:
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if isinstance(s, dict):
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fp = s.get('file_path', 'Unknown')
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else:
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fp = str(s)
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if fp not in unique_sources:
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unique_sources[fp] = s
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chips_html = '<div class="source-container" style="display: flex; gap: 8px; flex-wrap: wrap; margin-bottom: 10px;">'
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for fp in unique_sources:
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basename = os.path.basename(fp) if "/" in fp else fp
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chips_html += f"""
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<div class="source-chip" style="background: rgba(30, 41, 59, 0.4); border: 1px solid rgba(148, 163, 184, 0.2); border-radius: 6px; padding: 4px 10px; font-size: 0.85em; color: #cbd5e1; display: flex; align-items: center; gap: 6px;">
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<span class="source-icon">π</span> {basename}
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</div>
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"""
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chips_html += '</div>'
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st.markdown(chips_html, unsafe_allow_html=True)
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st.markdown(msg["content"], unsafe_allow_html=True)
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# Handle pending prompt from suggestions
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if "pending_prompt" in st.session_state and st.session_state.pending_prompt:
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prompt = st.session_state.pending_prompt
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st.session_state.pending_prompt = None
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else:
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prompt = st.chat_input("How does the authentication work?")
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if prompt:
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st.session_state.messages.append({"role": "user", "content": prompt})
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with st.chat_message("user"):
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st.markdown(prompt)
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with st.chat_message("assistant"):
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if st.session_state.chat_engine:
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with st.spinner("Analyzing (Graph+Vector)..."):
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answer_payload = st.session_state.chat_engine.chat(prompt)
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if isinstance(answer_payload, tuple):
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answer, sources = answer_payload
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else:
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answer = answer_payload
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sources = []
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if sources:
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unique_sources = {}
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for s in sources:
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fp = s.get('file_path', 'Unknown')
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if fp not in unique_sources:
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unique_sources[fp] = s
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chips_html = '<div class="source-container">'
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for fp in unique_sources:
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basename = os.path.basename(fp)
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chips_html += f"""
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<div class="source-chip">
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<span class="source-icon">π</span> {basename}
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</div>
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"""
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chips_html += '</div>'
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st.markdown(chips_html, unsafe_allow_html=True)
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st.markdown(answer)
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msg_data = {
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"role": "assistant",
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"content": answer,
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"sources": sources if sources else []
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}
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st.session_state.messages.append(msg_data)
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else:
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st.error("Chat engine not initialized. Please re-index.")
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demo_mcp_crewai.py
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"""
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Demo script for MCP and CrewAI integration.
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Shows how to use the new refactoring and multi-agent capabilities.
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"""
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import os
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import sys
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from pathlib import Path
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# Add project root to path
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sys.path.insert(0, str(Path(__file__).parent))
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from code_chatbot.mcp_client import MCPClient
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from code_chatbot.crews import RefactoringCrew, CodeReviewCrew
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from langchain_google_genai import ChatGoogleGenerativeAI
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def demo_mcp_search():
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"""Demo: Search for code patterns using MCP"""
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print("\n" + "="*60)
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print("DEMO 1: MCP Code Search")
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print("="*60)
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# Create MCP client
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client = MCPClient(workspace_root=".")
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# Search for all class definitions
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print("\nπ Searching for class definitions...")
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results = client.search_code(
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pattern=r"class\s+(\w+)",
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file_pattern="code_chatbot/*.py",
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context_lines=1
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)
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# Format and display results
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print(client.format_search_results(results, max_results=5))
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def demo_mcp_refactor():
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"""Demo: Preview a refactoring using MCP"""
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print("\n" + "="*60)
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print("DEMO 2: MCP Code Refactoring (Dry Run)")
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print("="*60)
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# Create MCP client
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client = MCPClient(workspace_root=".")
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# Preview refactoring: print -> logger.info
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print("\nπ§ Previewing refactoring: print() -> logger.info()...")
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result = client.refactor_code(
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search_pattern=r'print\((.*)\)',
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replace_pattern=r'logger.info(\1)',
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file_pattern="code_chatbot/mcp_*.py",
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dry_run=True # Preview only, don't apply
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)
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# Format and display result
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print(client.format_refactor_result(result))
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def demo_mcp_suggestions():
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"""Demo: Get refactoring suggestions using MCP"""
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print("\n" + "="*60)
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print("DEMO 3: MCP Refactoring Suggestions")
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print("="*60)
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# Create MCP client
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client = MCPClient(workspace_root=".")
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# Get suggestions for a file
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print("\nπ‘ Analyzing code_chatbot/mcp_server.py for refactoring opportunities...")
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suggestions = client.suggest_refactorings(
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file_path="code_chatbot/mcp_server.py",
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max_suggestions=3
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)
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# Format and display suggestions
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print(client.format_suggestions(suggestions))
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def demo_crewai_refactoring():
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"""Demo: Use CrewAI multi-agent refactoring"""
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print("\n" + "="*60)
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print("DEMO 4: CrewAI Multi-Agent Refactoring")
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print("="*60)
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# Check for API key
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if not os.getenv("GOOGLE_API_KEY"):
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print("\nβ οΈ Skipping CrewAI demo: GOOGLE_API_KEY not set")
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print(" Set your API key to run multi-agent workflows")
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return
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# Create LLM
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llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash-exp",
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google_api_key=os.getenv("GOOGLE_API_KEY")
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)
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# Create refactoring crew
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print("\nπ€ Creating refactoring crew (Analyst + Refactor + Reviewer)...")
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crew = RefactoringCrew(llm=llm)
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# Run crew on a file
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print("\nπ Running crew on code_chatbot/mcp_client.py...")
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print(" (This may take 30-60 seconds...)\n")
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try:
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result = crew.run(file_path="code_chatbot/mcp_client.py")
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print("\nβ
Crew execution complete!")
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print(f" Tasks completed: {result['tasks_completed']}")
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print(f"\nπ Result:\n{result['result']}")
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except Exception as e:
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print(f"\nβ Crew execution failed: {e}")
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def demo_crewai_review():
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"""Demo: Use CrewAI multi-agent code review"""
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print("\n" + "="*60)
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print("DEMO 5: CrewAI Multi-Agent Code Review")
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print("="*60)
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# Check for API key
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if not os.getenv("GOOGLE_API_KEY"):
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print("\nβ οΈ Skipping CrewAI demo: GOOGLE_API_KEY not set")
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return
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# Create LLM
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llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash-exp",
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google_api_key=os.getenv("GOOGLE_API_KEY")
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)
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# Create code review crew
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print("\nπ€ Creating code review crew (Analyst + Reviewer + Documentation)...")
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crew = CodeReviewCrew(llm=llm)
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# Run crew on a file
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print("\nπ Running crew on code_chatbot/mcp_server.py...")
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print(" (This may take 30-60 seconds...)\n")
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try:
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result = crew.run(file_path="code_chatbot/mcp_server.py")
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print("\nβ
Crew execution complete!")
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print(f" Tasks completed: {result['tasks_completed']}")
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print(f"\nπ Result:\n{result['result']}")
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except Exception as e:
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print(f"\nβ Crew execution failed: {e}")
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def main():
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"""Run all demos"""
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print("\n" + "="*60)
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print("π MCP + CrewAI Integration Demo")
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print("="*60)
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print("\nThis demo showcases:")
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print(" 1. MCP Code Search - Find patterns in your codebase")
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print(" 2. MCP Refactoring - Preview/apply code changes")
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print(" 3. MCP Suggestions - Get AI-powered refactoring ideas")
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print(" 4. CrewAI Refactoring - Multi-agent automated refactoring")
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print(" 5. CrewAI Code Review - Multi-agent code review")
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# Run MCP demos (no API key needed)
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demo_mcp_search()
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demo_mcp_refactor()
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demo_mcp_suggestions()
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# Run CrewAI demos (requires API key)
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demo_crewai_refactoring()
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demo_crewai_review()
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print("\n" + "="*60)
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print("β
Demo Complete!")
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| 178 |
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print("="*60)
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| 179 |
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print("\nNext steps:")
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| 180 |
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print(" - Try the MCP tools in your own code")
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print(" - Customize agent roles and workflows")
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print(" - Integrate with Streamlit UI")
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print(" - Add more specialized agents")
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| 186 |
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if __name__ == "__main__":
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main()
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integrate_multimode.py
DELETED
|
@@ -1,114 +0,0 @@
|
|
| 1 |
-
#!/usr/bin/env python3
|
| 2 |
-
"""
|
| 3 |
-
Quick integration script for multi-mode interface.
|
| 4 |
-
|
| 5 |
-
This script will help you integrate the multi-mode interface into app.py.
|
| 6 |
-
"""
|
| 7 |
-
|
| 8 |
-
import sys
|
| 9 |
-
|
| 10 |
-
def show_integration_steps():
|
| 11 |
-
"""Display integration steps"""
|
| 12 |
-
|
| 13 |
-
print("""
|
| 14 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 15 |
-
β Multi-Mode Interface Integration β
|
| 16 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 17 |
-
|
| 18 |
-
β
Components Created:
|
| 19 |
-
- components/multi_mode.py (Chat, Search, Refactor, Generate modes)
|
| 20 |
-
- Verified imports work correctly
|
| 21 |
-
|
| 22 |
-
π Integration Steps:
|
| 23 |
-
|
| 24 |
-
STEP 1: Add Import to app.py
|
| 25 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 26 |
-
Add this import after line 11 in app.py:
|
| 27 |
-
|
| 28 |
-
from components.multi_mode import (
|
| 29 |
-
render_mode_selector,
|
| 30 |
-
render_chat_mode,
|
| 31 |
-
render_search_mode,
|
| 32 |
-
render_refactor_mode,
|
| 33 |
-
render_generate_mode
|
| 34 |
-
)
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
STEP 2: Add Mode Selector
|
| 38 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 39 |
-
Replace lines 489-491 in app.py with:
|
| 40 |
-
|
| 41 |
-
# Main Chat Interface
|
| 42 |
-
st.title("π·οΈ Code Crawler")
|
| 43 |
-
|
| 44 |
-
# Multi-Mode Interface
|
| 45 |
-
if st.session_state.processed_files:
|
| 46 |
-
selected_mode = render_mode_selector()
|
| 47 |
-
st.divider()
|
| 48 |
-
|
| 49 |
-
# Render appropriate interface based on mode
|
| 50 |
-
if selected_mode == "search":
|
| 51 |
-
render_search_mode()
|
| 52 |
-
elif selected_mode == "refactor":
|
| 53 |
-
render_refactor_mode()
|
| 54 |
-
elif selected_mode == "generate":
|
| 55 |
-
render_generate_mode(st.session_state.chat_engine)
|
| 56 |
-
else: # chat mode
|
| 57 |
-
render_chat_mode(st.session_state.chat_engine)
|
| 58 |
-
st.caption(f"Ask questions about your uploaded project. (Using {provider}, Enhanced with AST)")
|
| 59 |
-
else:
|
| 60 |
-
st.caption(f"Configure and index your codebase to get started. (Using {provider}, Enhanced with AST)")
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
STEP 3: Wrap Chat Interface
|
| 64 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 65 |
-
Add this check before line 526 (before "# Display History"):
|
| 66 |
-
|
| 67 |
-
# Only show chat history in chat mode
|
| 68 |
-
selected_mode = st.session_state.get("mode_selector", "π¬ Chat")
|
| 69 |
-
if selected_mode == "π¬ Chat":
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
And indent all the chat code (lines 526-614) by 4 spaces.
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
STEP 4: Test the Integration
|
| 76 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 77 |
-
Run your Streamlit app:
|
| 78 |
-
|
| 79 |
-
streamlit run app.py
|
| 80 |
-
|
| 81 |
-
You should see:
|
| 82 |
-
β
Mode selector with 4 buttons: π¬ Chat | π Search | π§ Refactor | β¨ Generate
|
| 83 |
-
β
Chat mode works as before
|
| 84 |
-
β
Search mode shows MCP code search interface
|
| 85 |
-
β
Refactor mode shows MCP refactoring interface
|
| 86 |
-
β
Generate mode shows CrewAI feature generation interface
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
π― Quick Test Commands:
|
| 90 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 91 |
-
1. Chat Mode: Ask "Explain how authentication works"
|
| 92 |
-
2. Search Mode: Pattern "class\\s+(\\w+)", File Pattern "**/*.py"
|
| 93 |
-
3. Refactor Mode: Search "print\\((.*)\)", Replace "logger.info(\\1)", Dry Run β
|
| 94 |
-
4. Generate Mode: "Create a REST API endpoint for user management"
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
π Documentation:
|
| 98 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 99 |
-
See the walkthrough for detailed usage:
|
| 100 |
-
multimode_walkthrough.md
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
π‘ Need Help?
|
| 104 |
-
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 105 |
-
If you encounter issues:
|
| 106 |
-
1. Check that components/multi_mode.py exists
|
| 107 |
-
2. Verify imports work: python3 -c "from components.multi_mode import render_mode_selector"
|
| 108 |
-
3. Check Streamlit logs for errors
|
| 109 |
-
4. Ensure MCP and CrewAI dependencies are installed
|
| 110 |
-
|
| 111 |
-
""")
|
| 112 |
-
|
| 113 |
-
if __name__ == "__main__":
|
| 114 |
-
show_integration_steps()
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|
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