I integrate memory to GPT-4 in JSON-format. Introduction In this tutorial, I will create a Large Language Model (LLM) application with an integrated memory¹. Internal memory improves factual accuracy. Humans write text with ability to ground knowledge from our memories, such as lived experiences. I will use OpenAI API to feed…

GPT-4¹ is the most factual and steerable Multimodal Model available via Poe, Bing and ChatGPT+ and OpenAI API. — Introduction OpenAI released today GPT-4, their next generation AI system accepting both image & text inputs. It was trained on Microsoft Azure² as a large scale multimodal model. OpenAI offers no details related to model architecture, size, hardware or datasets — justifying it with both with competitive market & safety…

This tutorial introduces a simple method to stream ChatGPT & GPT-4 responses. Streamed responses are served sooner to user side, which improve user experience. Introduction Streaming enables faster response to user query. The tutorial builds the necessary code to stream answers with ChatGPT API responses. …

OpenAI released ChatGPT API with Chat Markup Language (ChatML)¹. Why you should get familiar with ChatML? — Introduction OpenAI’s announcement around ChatGPT & Whisper APIs included 10x price decrease with a curious detail related to ChatML¹. Developers had waited months to get access to ChatGPT API, but the news about ChatML was unexpected. However several developers reacted quickly with excitement to ChatML.

Anthropic API offers early-access to cutting-edge Large Language Models (LLMs) by the highly-cited AI research team. Introduction Anthropic researchers have shaped the recent progress in AI research including: Scaling laws¹, GPT-3², CLIP³ and the RLHF⁴ and RLAIF⁵. The recent paper on AI safety⁶ is a must read. …

GPT-4 adapts automatically by evaluating, testing and improving the code. AutoGPTs automate entire cognitive workflows. — Introduction Prompts programs — such as AutoGPTs¹, adapt code in fully-autonomous manner. Large enterprises, such as Microsoft’s InferFix², are already using Autonomous Self-healing Software Systems³ to debug code internally. Self-healing workflows detect anomalies and diagnose errors automatically³.

Plugins enable third parties to build on top of ChatGPT platform with web browser & code generation included. Introduction OpenAI released today ChatGPT Plugins¹. The new feature includes built in web browser and code interpreter — I think impacting a heavy way on how internet is used today. …

OpenAI released new Whisper API for Speech to text. This solves the issue with the already released open source model by making run fast and without need of GPU. Introduction Today is busy day in OpenAI¹. The company not only released ChatGPT API, but as well Whisper API². …

OpenAI released the new APIs for ChatGPT and Whisper models. This article is a tutorial to ChatGPT API and its Chat Markup Language (ChatML). — Introduction ChatGPT¹ API is finally available. This tutorial will help you to get started. In case you want to check as well the Whisper API — I prepared as well a Whisper API tutorial. The API is richer, than I expected — I believe it will transform the way of working…