Machine Learning

Answering the Call of AI Questions: A Fresh Look at the Work of LLMs — In the era of digital interaction and Artificial Intelligence (AI), discerning between man and machine has become a growing concern. Microsoft and other tech giants have been pushing the envelope to develop AI like ChatGPT that can convincingly emulate human conversation. But man, in his unique blend of curiosity and…

Summary In this article, we showcase a powerful new query engine ( SQLAutoVectorQueryEngine ) in LlamaIndex that can leverage both a SQL database as well as a vector store to fulfill complex natural language queries over a combination of structured and unstructured data. This query engine can leverage the expressivity of…

Redefine the way you work with spreadsheets. — The increasing number of plug-ins has illuminated the power of ChatGPT, or other LLMs. These plug-ins enable integration of the OpenAI API with a variety of tools, thereby facilitating the use of models that OpenAI offers, including GPT-3.5 and GPT-4. One of the tools that can be enhanced with the…

LLAMA: Open and efficient foundation language M. LLaMA, a collection of foundation language models ranging from 7B to 65B parameters. LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA65B is competitive with the best models, Chinchilla-70B and PaLM-540B. There training data contains large text data that is collected openly mentioned in below table.

How to use time series analysis and forecasting to tackle climate change — This is Part 6 of the series Time Series for Climate Change. List of articles: Part 1: Forecasting Wind Power Part 2: Solar Irradiance Forecasting Part 3: Forecasting Large Ocean Waves Part 4: Forecasting Energy Demand Part 5: Forecasting Extreme Weather Events Precision Agriculture Precision agriculture aims at improving agriculture management. To…

Note that this is just the beginning of the journey where I explore how to work in sync with new tech but still be unique and add value. Will keep you posted with progress. Recently, I generated a blog post via GPT. The issue is, if you don’t guide it…

Advances in AI Will Continue to Disrupt the Modern Data Stack. — Large Language Models (LLM) have been all the rage lately, with the introduction of OpenAI’s ChatGPT. The majority of the 100m+ plus users are using Chat/Text Completions to make their daily lives easier. …

Unleashing the Power of Generative AI (Artificial Intelligence): Revolutionizing Finance and Accounting Operations Welcome to the realm of Generative AI, where innovation takes center stage. In this captivating blog post, we’ll unveil the secrets behind its impact on finance and accounting. Prepare to be amazed by a lineup of cutting-edge…

Ask GPT-4 to prove there are infinite prime numbers — while rhyming — and it delivers. But ask it how your team performed vs plan last quarter, and it will fail miserably. This illustrates a fundamental challenge of large language models (“LLMs”): they have a good grasp of general, public…