AI/ML

In this video, we work through building a chatbot using Retrieval Augmented Generation (RAG) from start to finish. We use OpenAI's gpt-3.5-turbo Large Language Model (LLM) as the "engine", we implement it with LangChain's ChatOpenAI class, use OpenAI's text-embedding-ada-002 for embedding, and the Pinecone vector database as our knowledge base. 📌 Code: https://github.com/pinecone-io/examples/blob/master/learn/generation/langchain/rag-chatbot.ipynb 🌲 Subscribe for Latest Articles and Videos: https://www.pinecone.io/newsletter-signup/ 👋🏼 AI Consulting: https://aurelio.ai 👾 Discord: https://discord.gg/c5QtDB9RAP Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ 00:00 Chatbots with RAG 00:59 RAG Pipeline 02:35 Hallucinations in LLMs 04:08 LangChain ChatOpenAI Chatbot 09:11 Reducing LLM Hallucinations 13:37 Adding Context to Prompts 17:47 Building the Vector Database 25:14 Adding RAG to Chatbot 28:52 Testing the RAG Chatbot 32:56 Important Notes when using RAG #artificialintelligence #nlp #ai #langchain #openai #vectordb

A command-line application to convert images, PDFs, and audio files to text using Apple's APIs - GitHub - freedmand/textra: A command-line application to convert images, PDFs, and audio fil...

I found some details about Apple’s new predictive text model, coming soon in iOS 17 and macOS Sonoma.

Welcome to the Machine Learning Mastery Series, a comprehensive journey into the exciting world of machine learning. In this first installment, we’ll lay the foundation by exploring the fundamentals of machine learning, its types, and the essential concepts that underpin this transformative field. What is Machine Learning? Machine learning is a subfield of artificial intelligence (AI) that focuses on developing algorithms and models that enable computers to learn from and make predictions or decisions based on data.

Kaedim's founder was recently in a Forbes 30 Under 30 list for the company's 2D to 3D image conversion. In some cases artists produced the work wholecloth, one source said.

I built this little tool to help me understand what it's like to be an autoregressive language model. For any given passage of text, it augments the original text with highlights and annotations that tell me how

A week after "pausing" its AI high scool sports reporter, Gannett publishing has has had to recheck and update every post the machine had written..