RAG's Collapse: Uncovering Deep Flaws in LLM External Knowledge Retrieval

The retrieval functionality of the new Assistants API from OPENAI failed in my last video. Since the Assistants API is still in BETA, it was expected and failure is helpful for continuous improvement.

Luckily the RAG failure being recorded live, we can examine the probable cause of this RAG failure and investigate solutions to the RAG disaster.

AI Research. Tech outlook what comes next: after RAG, after vector stores, external knowledge vector embedding and vector search engines.

The future of …

api assistants beta continuous continuous improvement failure flaws improvement knowledge llm openai rag retrieval video