Skill Sync AI 🚀

A Retrieval-Augmented Generation (RAG) application that analyzes a candidate's resume against a target job description to find skill gaps and provide learning recommendations.

🛠️ Tech Stack

• LLM: Meta Llama 3.1 (via Groq API)
• Vector Database: FAISS
• Embeddings: HuggingFace (all-MiniLM-L6-v2)
• Framework: LangChain
• Frontend/Deployment: Streamlit Community Cloud

🌟 Features

• Parses PDF resumes and extracts text.
• Uses FAISS to perform similarity searches against a database of technical job descriptions.
• Leverages Llama 3.1 to generate Match Scores, Missing Skills, and Actionable Learning Paths.

🌐 Try the Live App Here