137 Topics
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 | In this tutorial, you will see how to summarize YouTube video transcriptions using [Distil Whisper large V3](https://huggingface.co/distil-whisper/distil-large-v3) and [Mistral-7b-Instruct](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2). Both Distill Whisper Large V3 and Mistral-7B-Instruct models are open-source and free-to-use models. The Distil Whisper large V3 model is a faster and smaller variant of the [Whisper large V3 model](https://huggingface.co/openai/whisper-large-v3), … |
| | The advent of large language models (LLM) has replaced complex scripts with natural language for automating various tasks. You can now use LLM to interact with your databases using natural language, which makes life easier for people who do not have sufficient SQL knowledge. In this article, you will learn …  |
| | In my [previous articles](https://www.daniweb.com/programming/computer-science/tutorials/541732/paris-olympics-ticket-information-chatbot-with-memory-using-langchain), I explained how to develop customized chatbots using Retrieval Augmented Generation (RAG) approach in [LangChain](https://www.langchain.com/). However, I used proprietary models such as OpenAI, which can be expensive when you try to scale. In this article, I will show you how to use the open-source and free-of-cost … |
 | **Alexander De Ridder, AI visionary and CTO of SmythOS, discusses the transformative power of specialized AI systems and the future of human-AI collaboration.**  In the newest interview of our AGI Talks series, **Alexander De Ridder** shares his insights on the potential impacts of Artificial General Intelligence (AGI) on business, … |
| | In previous articles, I explained how to use natural language to interact with [PDF documents](https://www.daniweb.com/programming/computer-science/tutorials/541732/paris-olympics-ticket-information-chatbot-with-memory-using-langchain) and [SQL databases](https://www.daniweb.com/programming/computer-science/tutorials/541771/using-natural-language-to-query-sql-databases-with-python-langchain-module), using the Python [LangChain module](https://python.langchain.com/docs/get_started/introduction) and [OpenAI API](https://openai.com/blog/openai-api). In this article, you will learn how to use LangChain and OpenAI API to create a question-answering application that allows you to retrieve information … |
| | I'm curious on people's thoughts of using DaniWeb's content to train an A.I. model, with all the questions that are marked as Solved. It can be an optional feature, like "Ask DaniWeb AI". When a user asks a question, the DaniWeb AI will auto answer your question if it's been … |
| | **Despite the uncertain timeline for Artificial General Intelligence (AGI) becoming a reality, we need to assure responsible and ethical development today – says Jen Rosiere Reynolds.**  As part of our new **AGI Talks**, experts from different backgrounds share unique insights by answering 10 questions about AI, AGI, and ASI. … |
| | In my previous article, I explained how I developed a simple chatbot using LangChain and Chat-GPT that can answer queries related to Paris Olympics ticket prices. However, one major drawback with that chatbot is that it can only generate a single response based on user queries. It can not answer … |
| | I was searching for Paris Olympics ticket prices for tennis games recently. The official website directs you to a [PDF document](https://tickets.paris2024.org/obj/media/FR-Paris2024/ticket-prices.pdf) containing ticket prices and venues for all the games. However, I found the PDF document to be very hard to navigate. To make things easier, I developed a chatbot … |
| | On March 4, 2024, [Anthropic](https://www.anthropic.com/) launched the [Claude 3 family of large language models](https://www.anthropic.com/news/claude-3-family). Anthropic claimed that its Claude 3 Opus model outperforms GPT-4 on various benchmarks. Intrigued by Anthropic's claim, I performed a simple test to compare the performances of Claude 3 Opus, [Google Gemini Pro](https://deepmind.google/technologies/gemini/#introduction), and [OpenAI's GPT-4](https://openai.com/research/gpt-4) … |
| | **The creators of an automated software engineer tout their AI's capability to independently tackle complete coding projects, including actual tasks from Upwork. While skepticism is warranted regarding Devin's authenticity, the risk of AI displacing professionals across numerous fields is undeniable.**  On Tuesday, Cognition Labs, based in San Francisco, unveiled … |
| | In the rapidly evolving field of Natural Language Processing (NLP), open-source large language models (LLMs) are becoming increasingly popular as they are free to use. Among these, the [Mistral](https://docs.mistral.ai/models/) family of models stands out as a state-of-the-art model that is freely accessible to the public. Comparable in performance to the … |
 | rproffitt will be pleased to know I'm currently at PubCon, an SEO conference for publishers, and the second half of the day today is all about how to integrate AI content into your workflow for SEO gains. |
| | In a previous article, I explained [how to fine-tune Google's Gemma model for text classification](https://www.daniweb.com/programming/computer-science/tutorials/541544/fine-tuning-google-gemma-model-for-text-classification-in-python). In this article, I will explain how you can improve performance of a pretrained large language model (LLM) using retrieval augmented generation (RAG) technique. So, let's begin without ado. ## What is Retrieval Augmented Generation … |
| | **Discover the world of AI scams and find out how you can shield yourself against the cunning deceptions of deepfakes.**  In an incident that underscores the alarming capabilities of artificial intelligence in the realm of fraud, a company in Hong Kong was [defrauded of $25 million](https://www.businessinsider.com/deepfake-coworkers-video-call-company-loses-millions-employee-ai-2024-2) earlier this year. … |
 | I am curious how other programmers that I have no interaction with in this subject , are using LLM AI tools in their daily programming workflow. Although I use them I have an issue recommending them to others in my company because I believe you have to have a certain …  |
| | On February 21, 2024, Google released [Gemma](https://ai.google.dev/gemma), a family of state-of-the-art open-source large language models (LLMs). As per initial results, its 7b (seven billion parameter) version is known to perform better than Meta's [Llama 2](https://llama.meta.com/), the previous state-of-the-art open-source LLM. As always, my first test with any new open-source LLM … |
| | In my previous article, I explained [how to convert PDF image to CSV using Multimodal Google Gemini Pro](https://www.daniweb.com/programming/computer-science/tutorials/541365/converting-pdf-image-to-csv-using-multimodal-google-gemini-pro). To do so, I wrote a Python script that passes text command to [Google Gemino Pro](https://blog.google/technology/ai/google-gemini-ai/) for extracting tables from PDF images and storing them in a CSV file. In this article, … |
| | **ChatGPT has had lazy days before, but this week’s performance marks an unprecedented low. Here’s why many ChatGPT Pro users are canceling their subscriptions – and even more might follow.**  Yes, complaints about ChatGPT being lazy have been around for as long as the LLM itself. I have written … |
| | Integrating language models like ChatGPT into third-party applications has become increasingly popular due to their ability to comprehend and generate human-like text. However, it's crucial to acknowledge the limitations of ChatGPT, such as its knowledge cut-off date in September 2021 and its inability to access external sources like Wikipedia or … |
| | **From the White House's new AI strategy to Neuralink's latest brain chip breakthrough—explore mind-blowing developments in the world of tech and AI in the first month of 2024.**  In many ways, 2023 was the year of AI, marked by astonishing advancements and large-scale adoption. Now, 2024 is shaping up … |
| | In this article, you will learn to use [Google Gemini Pro](https://blog.google/technology/ai/google-gemini-ai/), a state-of-the-art multimodal generative model, to extract information from PDF and convert it to CSV files. You will use a simple text prompt to tell Google Gemini Pro about the information you want to extract. This is a valuable … |
| | **Tracing AI-generated content in online news articles with corpus linguistics**  *A query in the 'News on the Web' Corpus reveals that the use of the word 'tapestry' in online articles has more than doubled last year – from 3,085 instances in 2022 to 7,891 instances in 2023* “Today, we … |
| | In this article, we will compare two state-of-the-art large language models for zero-shot text classification: [Google Gemini Pro](https://deepmind.google/technologies/gemini/#introduction) and [OpenAI GPT-4](https://openai.com/research/gpt-4). Zero-shot text classification is a task where a model is trained on a set of labeled examples but can then classify new examples from previously unseen classes. This is … |
| | ## Introduction ## This tutorial explains how to perform multiple-label text classification using the [Hugging Face](https://huggingface.co/) transformers library. Hugging Face library implements advanced transformer architectures, proven to be state-of-the-art for various natural language processing tasks, including text classification. Hugging Face library provides trainable transformer models in three flavors: 1. Via … |
| | Sentiment analysis, a subfield of Natural Language Processing (NLP), aims to discern and classify the underlying sentiment or emotion expressed in textual data. Whether it is understanding customers' opinions about a product, analyzing social media posts, or gauging public sentiment towards a political event, sentiment analysis plays a vital role … |
| | **Find out how a lack of understanding and accountability in government spending could be burning your tax dollars in the rush to fund AI projects.**  Talking about AI is all over the place these days, and debates on risks, ethical concerns, and copyright issues are getting plenty of airtime. … |
| | **OpenAI admits that ChatGPT has become less efficient. Can version 4.5 defeat the current slump and lead us to the edge of AGI?**  Last week, the AI community was stirred by a [leak](https://bgr.com/tech/chatgpts-gpt-4-5-update-might-have-just-leaked-heres-what-we-know/) suggesting the soon-to-be release of ChatGPT 4.5. Sam Altman later [revealed the leak to be fake](https://www.reddit.com/r/OpenAI/comments/18ip82l/gpt45_leak_is_fake_according_to_sam_altman/). … |
| | **Who will win an Oscar? Who will be president? When will GPT-5 be released? And will humanity achieve AGI in 2024? Here are ChatGPT's 10 wildest speculations for the new year. **  "As a Large Language Model, I am not programmed to see into the future" – yes, we … |
| | **Find out how to use Dall-E 3 to create personalized artwork and breathtaking visuals.** AI image generators are getting better by the day and can be used to create a spectrum of possibilities, from stunning illustrations to hyper-realistic photos. This guide is a toolkit for using Dall-E 3 with ChatGPT, … |
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