lumpenspace/raft — RAFT, or Retrieval-Augmented Fine-Tuning, is a method comprising of a fine-tuning and a RAG-based re…

Description and use

lumpenspace/raft: lumpenspace/raft helps make internal knowledge searchable and usable by assistants.. Use it for index knowledge bases; improve search over documents. Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Problem

lumpenspace/raft helps make internal knowledge searchable and usable by assistants.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• index knowledge bases
• improve search over documents
• ground assistant answers

Evidence

RAFT, or Retrieval-Augmented Fine-Tuning, is a method comprising of a fine-tuning and a RAG-based retrieval phase. It is particularly suited for the creation of agents that realistically emulate a specific human target.

Source