Beyond OpenAI: Evolving My Resume AI Project with RAG, Fine-Tuning & LangGraph

📰 Medium · LLM

Learn to evolve a resume AI project beyond OpenAI using RAG, fine-tuning, and LangGraph for more advanced decision-making capabilities

intermediate Published 16 Apr 2026

Action Steps

Build a resume analysis system using OpenAI APIs as a starting point
Implement RAG to enable the system to retrieve and generate text based on the input resume
Fine-tune the model using LangGraph to improve its decision-making capabilities
Integrate the fine-tuned model into the system to make it more advanced
Test and evaluate the new system to ensure it meets the requirements

Who Needs to Know This

Data scientists and machine learning engineers can benefit from this project to improve their resume analysis systems, while product managers can use it to enhance their product's AI capabilities

Key Insight

💡 Using RAG and fine-tuning with LangGraph can significantly improve the decision-making capabilities of a resume analysis system