article thumbnail

8 Open-Source Tools for Retrieval-Augmented Generation (RAG) Implementation

Marktechpost

It acts as a versatile and straightforward data framework, seamlessly connecting custom data sources to LLMs. This framework offers tools for easy data ingestion from diverse sources, including flexible options for connecting to vector databases. Llama Index serves as a centralized solution for building RAG applications.