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Update app.py
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app.py
CHANGED
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@@ -31,15 +31,12 @@ together_api_key = os.getenv("TOGETHER_API_KEY")
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# LangGraph State
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class State(TypedDict):
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messages: Annotated[list, add_messages]
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name: str
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birthday: str
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input : str
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code : str
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explanation:str
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execution_result=str
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# LLM
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code_generator = Together(
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model="deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free",
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@@ -51,6 +48,33 @@ code_generator = Together(
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# Memory
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memory = MemorySaver()
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# Define node
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def ai_assistance(state: State):
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result =code_generator.invoke(state["messages"])
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@@ -273,21 +297,24 @@ def router(state):
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return "AI_Assistance"
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builder = StateGraph(State)
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# Define Nodes
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builder.add_node("AI_Assistance", ai_assistance)
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builder.add_node("
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builder.add_node("Generate_Code", generate_code)
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builder.add_node("Code_Explainer", explain_code)
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# Entry Point
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builder.set_entry_point("AI_Assistance")
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# Define Flow
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builder.add_edge("AI_Assistance", "
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builder.add_edge("
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builder.add_edge("Generate_Code", "Code_Explainer")
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builder.add_edge("Code_Explainer", END)
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graph = builder.compile(checkpointer=memory)
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# Streamlit UI setup
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st.set_page_config(page_title="MitraVerse", layout="wide")
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# LangGraph State
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class State(TypedDict):
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messages: Annotated[list, add_messages]
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input : str
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questions : List[str]
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answers:List[str]
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code : str
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explanation:str
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# LLM
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code_generator = Together(
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model="deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free",
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# Memory
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memory = MemorySaver()
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def generate_questions(state: State):
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user_input = state["messages"][-1].content
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result = subtask_chain.invoke({"user_goal": user_input})
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text = result["text"]
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subtasks, questions = parse_subtasks_and_questions(text)
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follow_up = "\n".join(f"Q{i+1}: {q}" for i, q in enumerate(questions))
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state["messages"].append(AIMessage(content="To proceed, please answer these questions:\n" + follow_up))
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return {
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"messages": state["messages"],
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"questions": questions,
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"answers": [], # Wait for user
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"next": "wait_for_answers"
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}
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if "questions" in state_input and state_input["questions"]:
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for q in state_input["questions"]:
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st.text_input(q, key=q) # Store answers in keys
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submitted = st.form_submit_button("Submit Answers")
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if submitted:
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state_input["answers"] = [st.session_state[q] for q in state_input["questions"]]
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state_input["questions"] = [] # Clear questions
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def handle_answers(state: State):
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full_input = state["input"] + "\n\n" + "\n".join(state["answers"])
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return {**state, "input": full_input}
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# Define node
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def ai_assistance(state: State):
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result =code_generator.invoke(state["messages"])
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return "AI_Assistance"
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builder = StateGraph(State)
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# Define All Nodes
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builder.add_node("AI_Assistance", ai_assistance)
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builder.add_node("Generate_Questions", generate_questions)
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builder.add_node("Handle_Answers", handle_answers)
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builder.add_node("Generate_Code", generate_code)
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builder.add_node("Code_Explainer", explain_code)
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# Set Entry Point
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builder.set_entry_point("AI_Assistance")
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# Define Flow
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builder.add_edge("AI_Assistance", "Generate_Questions")
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builder.add_edge("Generate_Questions", "Handle_Answers")
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builder.add_edge("Handle_Answers", "Generate_Code")
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builder.add_edge("Generate_Code", "Code_Explainer")
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builder.add_edge("Code_Explainer", END)
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graph = builder.compile(checkpointer=memory)
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# Streamlit UI setup
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st.set_page_config(page_title="MitraVerse", layout="wide")
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