Mar 31, 2024

Mastering RAG: Adaptive & Corrective Self RAFT

Pratik Bhavsar

Galileo Labs

Pratik Bhavsar

Galileo Labs

Dark-themed Galileo banner with the title “Mastering RAG: Adaptive & Corrective Self RAFT”. The banner features the Galileo logo, a red starburst icon on the top left, and an abstract shape with red, blue, pink, and yellow colors on the right.
Dark-themed Galileo banner with the title “Mastering RAG: Adaptive & Corrective Self RAFT”. The banner features the Galileo logo, a red starburst icon on the top left, and an abstract shape with red, blue, pink, and yellow colors on the right.




If you're reading this, you're one curious person. However, you've just been pranked on the April fools day 🎉




The title of the new paper was derived from recent 4 papers.

  1. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

  2. Corrective Retrieval Augmented Generation

  3. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

  4. RAFT: Adapting Language Model to Domain Specific RAG




If you're reading this, you're one curious person. However, you've just been pranked on the April fools day 🎉




The title of the new paper was derived from recent 4 papers.

  1. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

  2. Corrective Retrieval Augmented Generation

  3. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

  4. RAFT: Adapting Language Model to Domain Specific RAG




If you're reading this, you're one curious person. However, you've just been pranked on the April fools day 🎉




The title of the new paper was derived from recent 4 papers.

  1. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

  2. Corrective Retrieval Augmented Generation

  3. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

  4. RAFT: Adapting Language Model to Domain Specific RAG




If you're reading this, you're one curious person. However, you've just been pranked on the April fools day 🎉




The title of the new paper was derived from recent 4 papers.

  1. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

  2. Corrective Retrieval Augmented Generation

  3. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

  4. RAFT: Adapting Language Model to Domain Specific RAG

Pratik Bhavsar