Embedding and Semantic Search for an AI application powered by LLM — So, you’ve decided to join the Large Language Model trend and build an AI application that incorporates LLM. It’s highly probable that your application will perform semantic searches within a vector database and then use the LLM to derive solutions from the retrieved search results. …

Data Pre-Processing for an AI application powered by LLM — So, you’ve decided to join the Large Language Model trend and build an AI application that incorporates LLM. It’s highly probable that your application will perform semantic searches within a vector database and then use the LLM to derive solutions from the retrieved search results. …

An incomplete list of embedding datasets or vector embeddings of existing text corpus — This is a work-in-progress list where an organization or an individual has created vector embeddings of an existing text corpus. This list is divided into two sections: An organization has created embeddings of an existing text corpus. This is very helpful, as when you start working on an application that…

An incomplete list of large language (computer) vision models with a promptable interface you can run locally on your computer — This is an incomplete list of large language (computer) vision models with a promptable interface you can run locally on your computer. These models can “cut out” any object, in any image, with a single click as well as replace those images with other images using a prompt.

An incomplete list of open-sourced fine-tuned Large Language Models (LLM) you can run locally on your computer — Mistral.ai releases Mistral 7B. It outperforms Llama 2 13B, has a long context window, and runs on CPU. Hugging Face Open LLM Leaderboard The ranking on this leaderboard is always changing. This is an incomplete list of open-sourced fine-tuned Large Language Models (LLMs) that runs on your local computer, and my attempt to maintain a…

Developing TaxGPT application that can answer complex tax questions for tax professionals — On March 14, 2023, Greg Brockman from OpenAI introduced an example of “TaxGPT,” in which he used GPT-4 to ask questions about taxes. As a tax accountant in my past life, I decided to create a better version of TaxGPT. Instead of copying and pasting tax codes into GPT-4, I…

How to write a “business process mapping” article using AI (Google Bard) — When I first began writing about how to write a Medium article using AI, I did not anticipate the release of so many AI tools in such a short time. Here is the timeline: Meta released Galactica on November 17, 2022, and I authored an article titled “Writing a Medium…

How to write a “business process mapping” article using AI (Stanford Alpaca) running on your local PC — On March 13, 2023, Stanford released Alpaca, which is fine-tuned from Meta’s LLaMA 7B model. Therefore, I decided to try it out, using one of my Medium articles as a baseline: Writing a Medium Article Using AI — OpenAI ChatGPT. This is fitting, as I started this journey with “Writing…

How to write a “business process mapping” article using AI (OpenAI ChatGPT (GPT-4)) — On March 14, 2023, OpenAI released GPT-4, making it available to ChatGPT Plus subscribers. Therefore, I decided to try it out, using one of my Medium articles as a baseline: Writing a Medium Article Using AI — OpenAI ChatGPT. …