PERL,INGRES,PROGRAMMING

  FunctionGemma is an open-source Google model fine-tuned for function calling that aims to revolutionize the way we interact with our devices. https://www.i-programmer.info/news/105-artificial-intelligence/18608-google-releases-functiongemma-model.html

  Subtitled "Ultimate Guide To Mastering RAG", this is a course for beginners to learn how to build AI apps utilizing Microsoft products and RAG. It is the newest Microsoft's offering in the stream of AI tutorials the likes of "AI Agents for Beginners" and "Generative AI for Beginners", and while MCP is currently occupying the headlines of the AI ecosystem, RAG is still going strong as it's the fundamental building block of GenAI applications. https://www.i-programmer.info/news/105-artificial-intelligence/18092-microsofts-rag-time-.html

 LLM Knowledge Graph Builder is an application designed to turn unstructured data such as pdfs, text documents, YouTube videos, and web pages, into a knowledge graph stored in Neo4j, promising much better accuracy than simple RAG (Retrieval-Augmented Generation). https://www.i-programmer.info/news/80-java/17967-ingres-vs-postgres-mvcc-explained-with-neo4js-llm-knowledge-graph-builder-.html

  Azure RAGChat is a very popular application developed by Microsoft and made available for free for creating ChatGPT-like experiences with your own data. https://www.i-programmer.info/news/105-artificial-intelligence/17902-azure-ragchat-deep-dive-.html

  We take a look at a repository containing a wealth of advanced Retrieval-Augmented Generation (RAG) resources that also includes RAG techniques for the latest trend of Agentic systems. https://www.i-programmer.info/news/105-artificial-intelligence/17860-the-advanced--agentic-rag-cookbooks.html

  IBM has produced a cookbook of tips and methodologies on how to use RAG to power up any kind of business applications. Microsoft and Docling both provide tools for data ingestion from a range of document formats  https://www.i-programmer.info/news/105-artificial-intelligence/17767-getting-going-with-rag.html

  The "RAG from Scratch" tutorial by Langchain coupled with the "RAG playground" are two great educational resources that will help you kickstart your journey with RAG. https://www.i-programmer.info/news/105-artificial-intelligence/17676-rag-from-scratch.html