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Update app.py
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app.py
CHANGED
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@@ -7,12 +7,14 @@ from langchain_groq import ChatGroq
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from langsmith import traceable
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from typing import TypedDict
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# Load API
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GROQ_API_KEY = os.getenv("GROQ_API_KEY")
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LANGSMITH_API_KEY = os.getenv("LANGSMITH_API_KEY")
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# Initialize Groq LLM
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llm = ChatGroq(groq_api_key=GROQ_API_KEY, model_name="mixtral-8x7b-32768")
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@@ -61,44 +63,48 @@ def generate_test_cases(data):
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def make_code_review_graph():
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"""Create a LangGraph workflow for automated code reviews"""
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graph_workflow = StateGraph(State)
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graph_workflow.add_node("code_review", code_review)
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graph_workflow.add_node("improvement_suggestions", improvement_suggestions)
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graph_workflow.add_node("generate_documentation", generate_documentation)
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graph_workflow.add_node("generate_test_cases", generate_test_cases)
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graph_workflow.add_edge(START, "code_review")
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graph_workflow.add_edge("code_review", "improvement_suggestions")
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graph_workflow.add_edge("improvement_suggestions", "generate_documentation")
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graph_workflow.add_edge("generate_documentation", "generate_test_cases")
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graph_workflow.add_edge("generate_test_cases", END)
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return graph_workflow.compile()
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# Streamlit UI
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st.title("π AI-Powered Code Review with LangSmith
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st.write("
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if st.button("Review Code"):
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if not code_snippet.strip():
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st.warning("β οΈ Please enter a code snippet.")
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else:
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try:
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review_agent = make_code_review_graph()
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result = review_agent.invoke({"code_snippet": code_snippet})
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st.subheader("π‘ Review Comments")
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st.
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st.subheader("π§ Suggested Improvements")
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st.
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st.subheader("π Generated Documentation")
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st.
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st.subheader("π§ͺ Suggested Test Cases")
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st.
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except Exception as e:
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st.error(f"β οΈ Error: {str(e)}
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from langsmith import traceable
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from typing import TypedDict
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# Load API Keys (Set in Hugging Face Spaces)
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GROQ_API_KEY = os.getenv("GROQ_API_KEY")
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LANGSMITH_API_KEY = os.getenv("LANGSMITH_API_KEY")
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# Ensure API Keys are set
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if not GROQ_API_KEY or not LANGSMITH_API_KEY:
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st.error("β οΈ Please set GROQ_API_KEY and LANGSMITH_API_KEY in your environment variables.")
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st.stop()
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# Initialize Groq LLM
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llm = ChatGroq(groq_api_key=GROQ_API_KEY, model_name="mixtral-8x7b-32768")
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def make_code_review_graph():
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"""Create a LangGraph workflow for automated code reviews"""
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graph_workflow = StateGraph(State)
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graph_workflow.add_node("code_review", code_review)
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graph_workflow.add_node("improvement_suggestions", improvement_suggestions)
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graph_workflow.add_node("generate_documentation", generate_documentation)
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graph_workflow.add_node("generate_test_cases", generate_test_cases)
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graph_workflow.add_edge(START, "code_review")
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graph_workflow.add_edge("code_review", "improvement_suggestions")
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graph_workflow.add_edge("improvement_suggestions", "generate_documentation")
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graph_workflow.add_edge("generate_documentation", "generate_test_cases")
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graph_workflow.add_edge("generate_test_cases", END)
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return graph_workflow.compile()
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# Streamlit UI
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st.title("π AI-Powered Code Review with LangGraph & LangSmith")
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st.write("Analyze and improve your code using AI-based feedback, suggestions, documentation, and test cases.")
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# Input Field
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code_snippet = st.text_area("π Paste your code snippet below:", height=200)
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if st.button("π Review Code"):
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if not code_snippet.strip():
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st.warning("β οΈ Please enter a valid code snippet.")
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else:
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try:
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review_agent = make_code_review_graph()
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result = review_agent.invoke({"code_snippet": code_snippet})
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# Display Results with Clear Formatting
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st.subheader("π‘ Review Comments")
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st.write(result["review_comments"])
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st.subheader("π§ Suggested Improvements")
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st.write(result["suggestions"])
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st.subheader("π Generated Documentation")
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st.code(result["documentation"], language="python")
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st.subheader("π§ͺ Suggested Test Cases")
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st.code(result["test_cases"], language="python")
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except Exception as e:
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st.error(f"β οΈ Error: {str(e)}")
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st.text(traceback.format_exc())
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