Change Log

Week 1: Carrer Agent with RAG

Goal: Build over the course Career Agent shown in Day 4 using Retrieval Augmented Generation to answer specific questions not available in Linkedin.

• ChromaDB Integration: Set up persistent vector storage for extracted data.
• Extract properties from Markdown sections: To minimize files commited I extracted the summary property from a private Markdown file using a new function.
• Context Retrieval: Added logic to augment LLM prompts with retrieved documents. These are loaded before the UI runs.

Dependencies Added:

• chromadb
• glob

Next Steps

• Evaluate responses: Create a Pydantic model for the Evaluation and generate metrics to assess the model performance.