Kotaemon: An Open-Source RAG-based Tool for Chatting with Your Documents

The concept of algocracy, or governance by algorithm, is becoming increasingly prevalent as algorithmic and machine learning systems are implemented in government and public sectors. This form of governance utilizes AI, blockchain, and algorithms to make…

DiagrammerGPT is a groundbreaking system powered by advanced LLMs like GPT-4 that generates precise diagrams from text. It consists of two stages: generating diagram plans and creating diagrams with text labels. This approach addresses the lack…

Transforming Antibody Design with IgDesign Challenges in Antibody Development Designing antibodies that specifically target various therapeutic antigens is a major hurdle in drug development. Current methods often fail to effectively create the necessary binding regions, particularly…

Contemporary machine learning relies on foundation models (FMs), often utilizing sequence models, such as the Transformer, which has drawbacks concerning window length and description of material. A new family of models, structured state space sequence models,…

Advanced Video Processing with AI Revolutionizing Long-Context Video Modeling One of the major advancements in AI is the ability to understand long videos, such as movies and live streams. However, challenges remain in grasping the context…

Top Courses for Machine Learning with Python Machine Learning with Python This course covers the fundamentals of machine learning algorithms and teaches writing Python code for implementing techniques like K-Nearest neighbors (KNN), decision trees, regression trees,…

The Orion-14B, a new multilingual language model, with its base model trained on 14 billion parameters and 2.5 trillion tokens spanning various languages, offers unique features for natural language processing tasks. It includes models tailored for…

Firecrawl Playground: A Practical Guide for Business Data Extraction Firecrawl Playground: A Practical Guide for Business Data Extraction Introduction Web scraping and data extraction are essential for converting unstructured web content into actionable insights. Firecrawl Playground…

Hugging Face researchers have created a smaller version of their pre-trained speech recognition model called Distil-Whisper to address the challenges of deploying large models in resource-constrained environments. They used a pseudo-labelling method to create a dataset…

This text is an illustrative guide to the BPE tokenizer, explained in a plain and simple manner. It provides insights into the process and benefits of using BPE tokenizer for natural language processing.

Practical AI Solutions for Multi-Image Visual Question Answering Challenges and Value A significant challenge in visual question answering is efficiently handling large sets of images for tasks like searching through photo albums, finding specific information, or…

Unlocking the Power of AI Assistants Enhancing Productivity and Personal Support In today’s fast-paced digital world, AI assistants are crucial for boosting productivity and managing daily tasks. These tools, from voice-activated devices to smart chatbots, help…

The text discusses justifying the existence of Data Mesh, a decentralized data architecture. It traces the evolution of data landscape from relational databases to cloud data warehouses, highlighting the limitations of centralized data architecture. The concept…

Empowering Time Series AI with Synthetic Data Empowering Time Series AI: How Salesforce is Leveraging Synthetic Data Introduction Time series analysis is crucial for various business applications, yet it faces significant challenges related to data availability,…

Understanding the Planning Capabilities of Large Language Models Recent Advances in LLMs New developments in Large Language Models (LLMs) show they can handle complex tasks like coding, language understanding, and math. However, their ability to plan…

Google’s Search Generative Experience (SGE) now allows users to generate images from text prompts. The feature, launched in May, presents users with images based on their search queries. However, Google ensures that the tool adheres to…

Challenges in Video Processing Breaking down long videos into smaller, meaningful parts for vision models is difficult. Vision models need these smaller parts, called tokens, to understand video data, but creating them efficiently is a challenge.…