Vineet-10/virtual-resume-assistant

Vineet's AI Career Agent

An AI-powered interactive career assistant built with RAG (Retrieval-Augmented Generation), FAISS semantic search, and LLaMA 3.3 70B via Groq.

Features

• —💬 Chat — Ask anything about Vineet's background, skills, and experience
• —🎯 JD Match Analyser — Paste a job description and get an instant fit analysis
• —🔍 RAG Pipeline — FAISS vector search over CV and profile documents
• —🧠 Rolling Memory — Long conversations are compressed, not truncated
• —⚡ Streaming — Responses appear word-by-word via Groq's fast inference

Setup

1. Clone the repository

git clone https://github.com/Vineet-10/interactive_resume_ai
cd interactive_resume_ai

2. Install dependencies

pip install -r requirements.txt

3. Add your API keys

Create a .env file in the project root:

GROQ_API_KEY=your_groq_key
DISCORD_WEBHOOK_URL=your_discord_webhook   # optional
NTFY_TOPIC=your_ntfy_topic                 # optional

Get your free Groq key at console.groq.com.

4. Add your profile documents

me/
├── linkedin.pdf      # Export from LinkedIn → Resources → Save as PDF
├── summary.txt       # Personal and professional summary
├── projects.txt      # Detailed project descriptions
└── skills.txt        # Skills with proficiency levels

5. Run locally

python app.py

Open http://127.0.0.1:7860 in your browser.

Tech Stack

• —LLM: LLaMA 3.3 70B via Groq
• —RAG: FAISS + sentence-transformers (all-MiniLM-L6-v2)
• —UI: Gradio
• —Memory: Rolling summarisation for long conversations