Can I read Memory Augmented LLM Semantic Retrieval on EtoBox?
Memory Augmented LLM Semantic Retrieval by Sk Hameed is a document available to read on EtoBox.
What is Memory Augmented LLM Semantic Retrieval about?
The document discusses a method for semantic retrieval in memory-augmented local LLM agents, focusing on how user queries are transformed into embedding vectors to find the most relevant dataset entries using cosine similarity. A two-stage confidence check is implemented to ensure the accuracy of the retrieved entries, where the first stage assesses similarity and the second stage involves an LLM-driven evaluation of relevance. This approach enhances the contextual relevance and factual accuracy of chatbot
- Author
- Sk Hameed
- Language
- EN