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3 articles tagged "rag"
·4 min read
In the WeedsIn the Weeds: RAG from Scratch with txtai
A technical walkthrough of building a Retrieval-Augmented Generation pipeline with txtai — from document ingestion to query-time generation.
joey-iotechnicalin-the-weedsragtxtai
·2 min read
RAG vs Fine-Tuning: Two Ways to Customize AI
Understanding the difference between RAG and fine-tuning for making AI work with your specific data and use case.
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a-gntcomparisonragfine-tuningtechnical
·2 min read
RAGFlow: Build Your Own AI Knowledge Base
RAGFlow lets you create an AI assistant that actually knows your documents, with citations and source tracking built in.
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a-gntspotlightknowledge-baseragopen-source