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txtai: Vector search, Knowledge Graphs, RAG and LLM workflows locally run
- dmezzetti 2y agoHello, author of txtai here. txtai was created back in 2020 starting with semantic search of medical literature. It has since grown into a framework for vector search, retrieval augmented generation (RAG) and large language model (LLM) orchestration. The goal of txtai is to be simple and easy-to-use. Semantic Graphs were added in 2022 before the Generative AI wave of 2023/2024. Knowledge Graphs are now a hot topic, so this component is even more relevant today. txtai also has a robust RAG and workflow framework. I often see others complain about AI/LLM/RAG frameworks, so I wanted to share this project as many don't know it exists. txtai is Apache 2.0 licensed and all code is available at https://github.com/neuml/txtai https://github.com/neuml/txtai