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Knowledge-Enhanced Agents for Interactive Text Games

Revolutionizing Interactive Text Games with Knowledge-Enhanced AI Agents Introduction: Communication through natural language is crucial to machine intelligence [9]. The recent progress in computational language models (LMs) has enabled strong performance on tasks with limited interaction, like question-answering and procedural text

Spotting Spatiotemporal Patterns in Earthquake Data

Use density-based clustering and survival analysis to estimate when earthquakes occur Photo by Eliška Motisová on Unsplash Introduction Whilst we have a fairly good understanding of where and why earthquakes occur, understanding when an earthquake will happen is very challenging. In

Trends that will shape the Modern Data Stack in 2024

Gen AI, Data Mesh, Regulation and Observability. 2024 is going to be a fun year! source: https://www.istockphoto.com/fr Andrey Suslov 2023 will forever be remembered as the year of Generative AI. In this digital age, you’d be hard-pressed to find someone with internet

Advanced Query Transformations to Improve RAG

Different approaches to query transformations Continue reading on Towards Data Science »

Particle Swarm Optimization

The most mesmerizing way of optimizing arbitrary functions Continue reading on Towards Data Science »

How to Design a Batch Processing?

Understand batch processing from business and technical perspective Continue reading on Towards Data Science »

Write Cleaner, Consistent Code: Can ChatGPT and Autoformatters Help?

Refine hastily written code your future self will thank you for with ChatGPT and autoformatters. Continue reading on Towards Data Science »

Navigating the World of LLM Agents: A Beginner’s Guide

A Step-by-Step Guide to Discover and Harness the Power of LLM Agents and Toolkits Continue reading on Towards Data Science »

Unleashing the Power of SQL Analytical Window Functions: A Deep Dive into Fusing IPv4 Blocks

How to summarize a geolocation table by merging contiguous network IPv4 blocks Photo by Pascal Bernardon on Unsplash Every device on the internet is uniquely addressable via an Internet Protocol (IP) address. The global IP address space is overseen by the Internet

LLMs and Transformers from Scratch: the Decoder

Exploring the Transformer’s Decoder Architecture: Masked Multi-Head Attention, Encoder-Decoder Attention, and Practical Implementation Continue reading on Towards Data Science »