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Prompt Engineering Fundamentals - An Introduction to the Common Prompting Techniques
With AI tools becoming more common across industries to assist human tasks, the promising potential of LLMs has become obvious, exhibiting their capacity to automate a wide array of tasks, ranging from simple fact-checking to complex content generation....
January 30, 2024
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The GAIA Benchmark - A More Holistic Approach to AI Evaluation
We are now in the age where artificial intelligence (AI) is no longer a buzzword or a hype—it is real and here to stay. It has become a tangible force pushing innovation to its possible limits, which is why benchmarking the capabilities of AI...
January 19, 2024
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Introducing Mixture of Experts (MoE) - A Unique Approach to Scaling Models
When training and using traditional AI models, like ChatGPT, the trade-off has always been between size, resources and time. This means larger and newer models that deliver better performance come at a high cost and are time exhaustive to build and...
January 10, 2024
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Should a Startup Hire a CTO?
As a startup embarks on a journey to profitability, the founders often faces a difficult question: whether to hire a Chief Technology Officer (CTO). This critical role, a blend of technical expertise and strategic leadership, has the prospect of shaping...
January 5, 2024
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Ollama Guide - Streamlining Local LLM Operations for Privacy & Efficiency
Running LLMs Locally Just Got Easier With Ollama In the past years, organizations such as OpenAI, Anthropic, Mistral and others have provided us access to low cost yet high performance large language models (LLMs) without the stress of managing the...
December 29, 2023
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Massive Context Windows Are Here - Hype or Game-changer?
A trend that is seen in the AI landscape recently is the expansion of context windows and the introduction of some massive context windows. But what exactly is a context window and how does it function? Does the increased size of the context window...
December 21, 2023
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AutoGen by Microsoft - A Game-Changer in AI Collaboration
As the field of Large Language Models (LLMs) continues to expand, more users are searching for effective, scalable, and adaptable frameworks that can support their business’ needs. While some are still struggling in using AI models that deliver subpar...
December 6, 2023
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Create Your Custom GPT AI Without Coding
Have you ever wished you had your own personalized version of ChatGPT that perfectly suits your business’ needs? An AI assistant that understands your business and can provide tailored responses and recommendations to users? Well now you can create...
November 29, 2023
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Retrieval-Augmented Generation - The Future of AI is a Hybrid Approach
Artificial intelligence has advanced rapidly within just a few years, but systems like OpenAI still face limitations in accuracy and relevance in delivering responses. What if AI could leverage both its existing knowledge and access the most up-to-date...
November 22, 2023
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Navigating Common Pitfalls in Software Development
At Jetpack Labs, we've been on quite the journey, partnering with various companies to navigate the often turbulent waters of software development. Today, we're here to share some real-world examples of common pitfalls we've encountered and successfully...
August 14, 2023
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