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Create app.py
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app.py
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| 1 |
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import streamlit as st
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import google.generativeai as genai
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from github import Github
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import os
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from dotenv import load_dotenv
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# --- CONFIG & SETUP ---
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st.set_page_config(page_title="DevResume AI", layout="wide", page_icon="π")
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# Load Keys (Cloud or Local)
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api_key = os.getenv("GEMINI_API_KEY")
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github_token = os.getenv("GITHUB_TOKEN")
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# Fallback for local testing
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if not api_key:
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load_dotenv()
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api_key = os.getenv("GEMINI_API_KEY")
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github_token = os.getenv("GITHUB_TOKEN")
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# --- ENGINE 1: GITHUB CRAWLER ---
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def fetch_github_data(username):
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"""
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SOTA Scraper: Fetches top repos, stars, languages, and README summaries.
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"""
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try:
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# Auth guarantees higher rate limits
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g = Github(github_token) if github_token else Github()
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user = g.get_user(username)
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data = {
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"name": user.name or username,
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"bio": user.bio or "AI & Software Engineer",
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"url": user.html_url,
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"repos": []
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}
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# Sort repos by Stars (Metric of Impact)
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repos = user.get_repos()
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sorted_repos = sorted(repos, key=lambda x: x.stargazers_count, reverse=True)[:6]
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for repo in sorted_repos:
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# Skip forked repos to focus on original work
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if repo.fork:
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continue
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# Smart README Fetcher
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readme_text = "No details provided."
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try:
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readme = repo.get_readme()
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if readme.decoded_content:
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readme_text = readme.decoded_content.decode("utf-8")[:1500] # Context Window Optimization
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except:
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pass
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data["repos"].append({
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"name": repo.name,
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"stars": repo.stargazers_count,
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"lang": repo.language,
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"desc": repo.description,
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"readme": readme_text
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})
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return data
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except Exception as e:
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return {"error": f"GitHub API Error: {str(e)}"}
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# --- ENGINE 2: GEMINI RESUME ARCHITECT ---
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def generate_resume_content(profile, target_role):
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genai.configure(api_key=api_key)
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# Try SOTA Model first
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try:
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model = genai.GenerativeModel('gemini-2.5-flash')
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except:
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model = genai.GenerativeModel('gemini-1.5-flash')
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# Context Construction
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repo_context = ""
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for r in profile['repos']:
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repo_context += f"""
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- PROJECT: {r['name']} ({r['stars']} Stars, {r['lang']})
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DESCRIPTION: {r['desc']}
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TECHNICAL CONTEXT: {r['readme']}
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"""
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prompt = f"""
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You are a Senior Technical Recruiter for a FAANG company.
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CANDIDATE: {profile['name']}
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ROLE: {target_role}
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TASK:
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Write the "Featured Projects" section of a resume based on their GitHub code.
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RULES:
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1. Select the top 3 most technically impressive projects.
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2. Write 3 bullet points for each project.
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3. STRICTLY use the "XYZ Pattern" (Accomplished [X] as measured by [Y], by doing [Z]).
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4. Quantify impact where possible (e.g., "Reduced latency by...", "Processed 10k+ requests...").
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5. Highlight stack: Python, PyTorch, FastAPI, Docker, etc.
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INPUT DATA (GitHub Scrape):
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{repo_context}
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OUTPUT FORMAT (Markdown):
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## π Featured Projects
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**[Project Name]** | *[Languages/Tools]*
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* [Bullet 1 using XYZ pattern]
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* [Bullet 2 using XYZ pattern]
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* [Bullet 3 using XYZ pattern]
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"""
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try:
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response = model.generate_content(prompt)
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return response.text
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except Exception as e:
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return f"AI Generation Error: {str(e)}"
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# --- UI LAYER ---
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with st.sidebar:
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st.title("π DevResume AI")
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st.markdown("Turns your **GitHub Code** into a **Senior Resume** instantly.")
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st.info("Powered by **Gemini 2.5** & **PyGithub**")
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st.caption("Built by Owadokun Tosin Tobi")
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st.title("π¨βπ» GitHub-to-Resume Generator")
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st.markdown("Stop writing generic bullets. Let AI analyze your actual code and write high-impact XYZ statements.")
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col1, col2 = st.columns([1, 2])
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with col1:
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gh_user = st.text_input("GitHub Username", placeholder="eatosin")
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role = st.text_input("Target Role", value="Senior AI Engineer")
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generate_btn = st.button("β¨ Generate Resume", type="primary")
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with col2:
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if generate_btn:
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if not gh_user:
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st.warning("Please enter a username.")
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else:
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with st.status("π·οΈ Crawling GitHub Ecosystem...", expanded=True) as status:
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st.write("Connecting to GitHub API...")
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data = fetch_github_data(gh_user)
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if "error" in data:
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status.update(label="β Error", state="error")
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st.error(data['error'])
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else:
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st.write(f"β
Found {len(data['repos'])} repositories.")
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st.write("π§ Analyzing READMEs & Codebase...")
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| 152 |
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resume = generate_resume_content(data, role)
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| 153 |
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status.update(label="β
Resume Generated!", state="complete")
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| 154 |
+
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| 155 |
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st.markdown("---")
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| 156 |
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st.subheader("π Generated Project Section")
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| 157 |
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st.markdown(resume)
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| 158 |
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st.download_button("π₯ Download Markdown", resume, file_name="featured_projects.md")
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