6 low hanging fruit to improve RAG in a few days https://t.co/XQzs2hnt6Q 1. Synthetic Data for Baseline Metrics 2. Adding Date Filters 3. Improving Thumbs Up/Down Copy 4. Tracking Average Cosine Distance and Cohere Reranking Score 5.... See more

RAG systems aren't just about better generation. Nail your retrieval first. https://t.co/RpYJseZln1 Start with synthetic data. Focus on leading metrics. Build fast, unit test-like evaluations. Real-world data will surprise you. Embrace it. Then iterate... See more

Here is everything you need for your RAG pipeline: 1. @llama_index parser 2. @firecrawl_dev for web pages 3. Process CSVs and Tables to a SQL table and use text-to-sql as a tool for your LLM 4. Use a multimodal model to describe... See more