ASSISTRAG: The Dual RAG Engine of Thinking and Memory Training code and data: https://github.com/smallporridge/AssistRAG. Vivid Description ASSISTRAG works as a helpful assistant that helps organize your work materials and keeps track of what’s important. When you have a difficult problem to solve, ASSISTRAG helps by breaking it into smaller, easier parts and finding the information you need. Now, let’s dive into the detailed introduction. Background Early RAG methods like the “Retrieve-Read” framework were inadequate for complex reasoning tasks. While subsequent prompt-based RAG strategies and Supervised Fine-Tuning (SFT) methods improved performance, they required frequent retraining and risked altering foundational LLM capabilities.
Original web page at pub.towardsai.net
