vector-database
3 notes tagged vector-database in the Applied LLMs topic. Putting language models to work: retrieval, prompting, evaluation and the behavior you only learn in production.
- Multimodal: in rag
In spite of having taken the world by storm, Large Language Models(LLM) still has some limitations such as limited context window and a knowledge cutoff date.…
- Building blocks of a RAG pipeline
How chunking, hierarchical tree summaries, re-ranking, query caching and vector-store chat memory fit together around a vector database in an LLM application.
- Choosing a vector database for LLM applications
An overview of vector databases and their application in LLM systems. This article covers the history and core concepts of vector databases, their use cases,…