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import streamlit as st |
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import openai |
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def generate_detailed_artifact(api_key, description, artifact_type): |
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""" |
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Generate a detailed and sophisticated artifact for software development projects. |
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""" |
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sophisticated_prompts = { |
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"Strategic Alignment Report": "Craft a comprehensive report that articulates the alignment of AI initiatives with the organization's long-term strategic goals, demonstrating how AI can be leveraged for strategic advantage.", |
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"Enhanced Process Maps": "Develop enhanced process maps indicating AI integration points. Detail the current versus future state of processes, specifying where AI brings value.", |
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"AI Impact Forecast": "Generate a forecast report that assesses the potential impacts of AI on business processes, scalability of solutions, and a framework for measuring and monitoring these impacts.", |
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"Stakeholder Engagement Plan": "Create a detailed stakeholder engagement plan that lists all stakeholders, their concerns, expectations, and strategies for managing the cultural shift towards AI adoption.", |
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"AI Risk Mitigation Strategy": "Construct a comprehensive risk mitigation strategy document outlining the potential risks of AI integration and detailed plans for addressing these risks.", |
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"Cost-Benefit Analysis Document": "Produce a cost-benefit analysis document for AI projects, detailing investment requirements, financial benefits, total cost of ownership, and prioritization of initiatives based on financial metrics.", |
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"AI Prototyping Strategy": "Outline a strategic plan for prototyping AI initiatives, including the prototyping phases, success metrics, resource needs, and a feedback incorporation mechanism.", |
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"Change Management Framework": "Develop a change management framework that analyzes the impact of AI, provides a detailed change plan, identifies training needs, and establishes clear communication strategies.", |
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"AI Monitoring and Review Framework": "Design a continuous AI monitoring and evaluation framework that details the KPIs, integration with BI systems, and the periodic review process for AI initiatives.", |
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"AI Roadmap and Action Plan": "Synthesize a strategic AI roadmap and action plan document based on workshop findings, assigning responsibilities and deadlines for the completion of action items." |
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} |
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prompt = sophisticated_prompts.get(artifact_type, "Generate a detailed document section:") + "\n" + description |
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try: |
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openai.api_key = api_key |
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response = openai.Completion.create( |
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model="gpt-4", |
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prompt=prompt, |
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temperature=0.5, |
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max_tokens=1024, |
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top_p=1.0, |
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frequency_penalty=0.0, |
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presence_penalty=0.0 |
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) |
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return response.choices[0].text.strip() |
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except Exception as e: |
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return f"An error occurred: {str(e)}" |
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st.title("AI-Enabled Project Artifact Generator") |
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api_key = st.text_input("Enter your OpenAI API key", type="password") |
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artifact_type = st.selectbox("Select Artifact Type", list(sophisticated_prompts.keys())) |
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description = st.text_area("Project Description", "Enter your project description here.") |
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if st.button("Generate Artifact"): |
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if api_key and description and artifact_type: |
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generated_artifact = generate_detailed_artifact(api_key, description, artifact_type) |
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st.markdown("## Generated Artifact") |
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st.write(generated_artifact) |
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else: |
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st.error("Please fill out all fields.") |
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