Your RAG App Keeps Missing the Right Answer. Here’s Why.

📰 Medium · RAG

Learn why your RAG app misses the right answer and how to improve it, a crucial skill for AI engineers

intermediate Published 6 Jun 2026
Action Steps
  1. Identify the common issues with RAG apps, such as poor training data or inadequate fine-tuning
  2. Analyze your app's architecture and configuration to pinpoint potential bottlenecks
  3. Apply techniques like data augmentation or transfer learning to enhance your app's accuracy
  4. Test and evaluate your app's performance using metrics like precision and recall
  5. Refine your app's parameters and hyperparameters to optimize its performance
Who Needs to Know This

AI engineers and developers working with RAG apps can benefit from understanding the common pitfalls and optimization techniques to improve their app's performance

Key Insight

💡 Poor training data and inadequate fine-tuning are common reasons why RAG apps miss the right answer

Share This
🤖 Is your RAG app missing the mark? Learn how to identify and fix common issues to improve its accuracy #RAG #AIEngineering

Key Takeaways

Learn why your RAG app misses the right answer and how to improve it, a crucial skill for AI engineers

Full Article

Part 3 of 10, Becoming an AI Engineer Continue reading on Medium »
Read full article → ← Back to Reads

Related Videos

Build a Chatbot with RAG in 10 minutes | Python, LangChain, OpenAI
Build a Chatbot with RAG in 10 minutes | Python, LangChain, OpenAI
Thomas Janssen
Build a RAG in 10 minutes! | Python, ChromaDB, OpenAI
Build a RAG in 10 minutes! | Python, ChromaDB, OpenAI
Thomas Janssen
The Only RAG Video You Need (n8n, 100% local)
The Only RAG Video You Need (n8n, 100% local)
Thomas Janssen
THE ULTIMATE LOCAL AI SETUP IS HERE: n8n, Ollama & Qdrant - Installation Guide
THE ULTIMATE LOCAL AI SETUP IS HERE: n8n, Ollama & Qdrant - Installation Guide
Thomas Janssen
Finally a Local RAG That WORKS!! (+ FULL RAG Pipeline)
Finally a Local RAG That WORKS!! (+ FULL RAG Pipeline)
Thomas Janssen
Build Your Own POWERFUL RAG Chatbot | Python, LangChain, Streamlit
Build Your Own POWERFUL RAG Chatbot | Python, LangChain, Streamlit
Thomas Janssen