6. RAG Optimization

[hillaryke]

• Analyze and Document baseline results and identify areas for improvement. #33
• Identify optimization techniques to implement based effectiveness on the areas of weakness. #34
• Implement the optimization technique. #35
• Add indexing to pgvector for faster retrieval of similar embeddings #29