Mindfire Tech

Happy New Year! To celebrate, we decided to bring you all yet another free AI tutorial from Bruce Nielson! This one covers how to install and use Neo4J, a powerful graph database with vector support, adding graph capabilities to our AI database stack. We also have a look at Apache AGE. https://lnkd.in/gHy69sVE #GitHub #AI #ML #artificialintelligence #machinelearning #llm #largelanguagemodel #mindfire #tutorial #blog #christmas #newyearsday #newyear #git #repo #repository #brucenielson #neo4j #apacheage #RAG #retrievalaugmentedgeneration #postgres #prosgreSQL

Merry Christmas from the Mindfire TECH team! Though a day late, we thought we would give you one more present for the year: another free tutorial from Bruce Nielson! This article is a short tutorial on how best to remove a file from your GitHub repo history. https://lnkd.in/gT3pg3Rc #GitHub #AI #ML #artificialintelligence #machinelearning #llm #largelanguagemodel #mindfire #tutorial #blog #christmas #git #repo #repository #brucenielson

In a previous post, we talked about how AI developers can combine lexical and semantic search results to create a better answer/response. Today, in this article by Bruce Nielson, we'll look a bit deeper into how you can make your AI search tools far more intelligent by combining search methods. https://lnkd.in/gvXGEVNG #AI #ML #LLM #artificialintelligence #machinelearning #largelanguagemodel #semanticsearch #lexicalsearch #semantic #lexical #blog #tutorial #article #haystack #huggingface

In our last blog post, we looked at how to stream a text-to-speech model using the Hugging Face API. We had mixed results at best. So, in this post, we'll be covering how to do text-to-speech (TTS) using a local TTS model with the help of Suno Bark and Hugging Face. https://lnkd.in/gdZETF7S #mindfire #ai #ml #llm #artificialintelligence #machinelearning #largelanguagemodel #speechtotext #tts #suno #sunobark #bark #huggingface #tutorial #demo #blog #article

Looking to make your AI a bit more personable or easier to communicate with? In today's article by Bruce Nielson, we'll be testing out some ways of making an LLM have text-to-speech functionality using the Hugging Face framework. https://lnkd.in/g_wK5x8F #AI #ML #LMM #artificialintelligence #machinelearning #largelanguagemodel #tutorial #article #blog #haystack #huggingface #texttospeech

In our last AI tutorial, we talked about using the built-in Haystack component for loading PDF documents called PyPDFToDocument. However, we feel that sometimes the results are a bit underwhelming. In today's article, we'll be exploring some potentially better methods. https://lnkd.in/g8J8GwkC #AI #ML #LMM #artificialintelligence #machinelearning #largelanguagemodel #tutorial #article #blog #haystack #pdf #adobe

In our ongoing series of AI tutorials, we have been focusing on using EPUB documents instead of PDFs. In today's article, we will dive a bit into the reasons for why that is, and the differences between PDFs and HTML documents when it comes to AI frameworks. We also have a look into how you can use PDF documents with AI. https://lnkd.in/gAgJW4bd #ai #ml #llm #artificialintellignece #machinelearning #largelanguagemodel #rag #retrievalaugmentedgeneration #haystack #huggingface #pdf #html #software #development #epub #metadata #pgvector #tutorial #article #blog

In a previous post, our expert on AI, Bruce Nielson, discussed how to run a hybrid search using AI wherein we could merge a lexical search and a semantic search together to create single higher quality result. Today, we will dive into how to conduct just a lexical search as to better showcase the differences. https://lnkd.in/gvFDdpEC #ai #ml #artificialintelligence #machinelearning #llm #largelanguagemodel #thefederalistpapers #lexicalsearch #semanticsearch #blog #tutorial #demo #software #article #pgvector #haystack #postgresql

In a previous blog post, we introduced our "Book Search Archive," which we have been using to experiment with using AI to search and extrapolate information. In today's blog post with Bruce Nielson, we'll be discussing "hybrid searches" to better improve upon our AI model and showcase the power of an AI-driven search. https://lnkd.in/gEcd2FZQ #AI #ML #LLM #largelanguagemodel #artificialintelligence #machinelearning #archive #hybridsearch #tutorial #showcase #blog #article #aimodel #aisearch #semanticsearch #lexicalsearch

For much of this year, we have been publishing a series of articles on our blog which showcase how to create an AI powered search and query engine that can extrapolate information or answers to questions directly from archived books, specifically The Federalist Papers. In today's article, we have a quick re-cap on what we have accomplished so far. https://lnkd.in/gwUfVVGU #ai #ml #artificialintelligence #machinelearning #article #blog #tutorial #recap #federalistpapers #searchengine #demo #archive #pgvector #haystack #huggingface