Simon Attard
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The Problem with Search
The way that we search for information is inefficient, noisy and is not aligned with our objectives. Can we use AI to address these problems and change…
Apr 19
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Simon Attard
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The Problem with Search
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November 2023
The Evolution of LLMs Over the Last 12 Months
Large Language Models (LLMs) have evolved from text completion to powerful chatbots that are able to execute code, use tools, access external knowledge…
Nov 10, 2023
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Simon Attard
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The Evolution of LLMs Over the Last 12 Months
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October 2023
Secondary Advantages of using RAG
Retrieval-Augmented Generation (RAG) allows software engineers to overcome some of the more serious limitations when building LLM driven AI applications…
Oct 12, 2023
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Simon Attard
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Secondary Advantages of using RAG
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June 2023
Building a memory layer for GPT using Function Calling
It is now easy to build a memory store using the new GPT function calling feature in conjunction with a vector store such as Chroma.
Jun 19, 2023
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Simon Attard
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Building a memory layer for GPT using Function Calling
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Leveraging Large Language Models in your Software Applications
How can you leverage the capabilities of Large Language Models (LLMs) within your software applications? You cannot simply create a thin application…
Jun 9, 2023
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Simon Attard
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Leveraging Large Language Models in your Software Applications
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May 2023
Giving Large Language Models Context
This article explores providing context to Large Language Models to improve performance (instead of fine-tuning). It also explores the use of Vector…
May 17, 2023
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Simon Attard
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Giving Large Language Models Context
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How will AI transform the way we interact with software, the web and each other?
New Generative AI interfaces will replace many of the software applications and websites that we currently use. Could they also replace some of the…
May 8, 2023
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Simon Attard
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How will AI transform the way we interact with software, the web and each other?
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April 2023
Are LLMs getting close to Human-Level Performance?
The fast pace of improvements over the last few months means that evaluating whether / when cutting-edge Large Language Models will approach human-level…
Apr 6, 2023
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Simon Attard
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Are LLMs getting close to Human-Level Performance?
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Evaluating whether GPT-4 can play Chess
GPT-4 attempts to play games such as Chess and it will propose ways to play them using only text input and output.
Apr 5, 2023
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Simon Attard
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Evaluating whether GPT-4 can play Chess
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Prompt Techniques for GPT
You need to know how to build the right prompts for ChatGPT and GPT-4 to get the best output. Here are some prompt engineering techniques you should…
Apr 3, 2023
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Simon Attard
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Prompt Techniques for GPT
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March 2023
Grounding Generative AI
As more software companies start to build out their Generative AI features, their attempts to ground the AI to their data and user context will be…
Mar 22, 2023
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Simon Attard
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Grounding Generative AI
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Generative AI Risks
There are realistic short term risks which are facing with the currently available Large Language Models. This article tries to separate the hype from…
Mar 21, 2023
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Simon Attard
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Generative AI Risks
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