Mindfire Tech

Continuing with our tutorials on how to get started with Machine Learning, our in-house expert on AI and ML, Bruce Nielson, shares how you can use pgvector and Psycopg to do RAG. Check it out at the link below! https://lnkd.in/gzD87Bmq #AI #ML #ArtificialIntelligence #MachineLearning #RAG #RetrievalAugmentedGeneration #Tutorial #pgvector #Psycopg #Haystack #database #software #dev

Continuing with our series of AI tutorials on getting ready for Retrieval Augmented Generation, Bruce Nielson shares how you can get Haystack installed and working with your PostgreSQL database. https://lnkd.in/gYyWFT9a #ml #ai #machinelearning #artificialintelligence #postgresql #pgvector #rag #retrievalaugmentedgeneration #database #software #development #tutorial

Interested in learning more about ML? For the last few months, our in-house expert on AI and ML has been producing a series of articles helping beginners learn the fundamentals of how ML works. Today, he has released yet another short explanation to help you better prepare your tech for the future. https://lnkd.in/gWqdEusv #tutorial #article #blog #ai #ml #artificialintelligence #machinelearning #RAG #retrievalaugmentedgeneration #hierachalnavigablesmallworlds #hnsw #index #pgvector #cosinesimilarity #tech

Continuing from our previous tutorial on setting up a database in preparation for Machine Learning with RAG (Retrieval Augmented Generation), Bruce Nielson discusses how to install the pgvector extension for PostgreSQL. Check it out at the link below! https://lnkd.in/ggkDnna3 #ML #AI #machinelearning #artificialintelligence #tutorial #software #development #RAG #retrievalaugmentedgeneration #cosinesimilarity #database #postgresql #sql #pgvector

One big problem with a Cosine Similarity search is how computationally intensive it is, and there aren't many options to make it much better. Therefore, you need a proper database to work with, and in this tutorial, we will discuss setting up PostgreSQL in preparation for working with RAG/ML. https://lnkd.in/g84UifMz #cosinesimilarity #ai #ml #article #tutorial #machinelearning #artificialintelligence #postgresql #sql #rag #retrievalaugmentedgeneration

There is certainly a lot to be said about the arguments of Blazor vs. JavaScript- each having their own pros and cons. However, we here at Mindfire have decided to focus on Blazor for our future web app projects due to a number of reasons, the .NET ecosystem not the least. In this article, we break down why we prefer a Blazor future for our websites/apps- and for our client's. https://lnkd.in/g6fXT4-c #net #microsoft #blazor #razor #webdevelopment #webdev #software #developer #development #streaming #website #web #aspnet #webapp

The Haystack Library is a great way to easily take advantage of and integrate semantic-search-like functionality into your AI. Currently, however, it can be quite difficult to find a functional tutorial on how to get Haystack working with free LLMs, and so Bruce Nielson, Mindfire's own expert on AI and ML, decided to put together a tutorial of his own on how to get it working using Google Gemma. Check it out at the link below! https://lnkd.in/gN_wf3Cb #ai #artificialintelligence #ml #machinelearning #haystack #llm #largelanguagemodel #semanticsearch #tutorial #google #googlegemma #gemma #gemini #googlegemini

Wanting to get started with Machine Learning? In this short blog, Bruce Nielson shares one of his favorite tools for getting started with Hugging Face LLMs, LM Studio. This tool allows easy access and use of Hugging Face LLMs, even for those with little technical knowledge. It can be a great way to get started, or to just learn more about Large Language Models. https://lnkd.in/gHJB3M6a #ML #AI #MachineLearning #ArtificialIntelligence #HuggingFace #LLM #LLMs #LMStudio #software #development #tutorial

Ever envied the characters on Star Trek who could simply ask the computer a question or tell it to perform a task? Well, in this article by Bruce Nielson, we learn some interesting ways to integrate #Google #Gemini with #Wikipedia to do just that. https://lnkd.in/gdWS6SVV #StarTrek #AI #ArtificialIntelligence #ML #MachineLearning #GoogleGemini #software

Interested in learning how to use the #Google #Gemini API? Or just want to learn more about it? Well, you're in luck, as Bruce Nielson, a Mindfire specialist in #AI and #ML, just wrote a tutorial on how to get started. Check it out at the link below! https://lnkd.in/gc8DhQQA #artificialintelligence #machinelearning #googlegemini #api #software #softwaredevelopment #tech #tutorial