|
OpenSource For You
March 2024 Issue
Vol. 12 No. 5
Focus
Build an Offline ChatGPT-Like Tool
This comprehensive DIY guide offers a quick way to build an offline, onpremises ChatGPT-like tool using Ollama and Ollama-WebUI.
|
|
Focus
How to Implement MLOps
Mastering MLOps depends on creating a culture of continuous learning and innovation, understanding of MLOps components, and practical implementation strategies, where every iteration brings us closer to excellence.
| Focus
Mycroft: The Friendly Open Source Virtual Assistant
At its core, the AI-based Mycroft virtual assistant is designed to be open source, putting the power of customisation and development into the hands of the user community.
|
| |
Focus
A Developer’s Guide to Large Language Models and Prompt Engineering
Large language models are trained on massive datasets, enabling them to generate intelligent content. Prompt engineering is the art of creating efficient prompts to direct these models to get the intended results. Both must focus on responsible AI, so that the content that is generated is unbiased, respectful and in line with moral values.
| Developers - InSight
Upsampling and Downsampling: Correcting the Imbalances in Data
By mastering the art of upsampling and downsampling, we not only correct skewed datasets but also pave the way for fairer, more accurate machine learning models. This first article in the two-part series focuses on the uses of upsampling.
| | |
Focus
Why Organisations Must Embrace Open Source AI Models
AI models need to be ethical and sustainable. They also need to be community-driven and collaborative in nature. Open source LLMs meet all these criteria and therefore are the future.
| Focus
Enhancing Edge Computing with Federated Learning and AI
As AI moves to the edge, decentralised model training and federated learning will reshape privacy and efficiency paradigms. The integration of peripheral AI with 5G technology will enhance the capabilities of devices on the edge.
| | |
Focus
Mastering Prompt Engineering to Enhance AI Conversations
Prompt engineering is the art of asking the right question to get better output from a generative AI model. Well-defined prompts can generate high-quality AI content.
| Developers - How To
Learn the Basics of Kernel Programming
This short tutorial on kernel programming will set you on a journey to doing bigger things.
| | |
Focus
A Deep Dive into GPT-3
Generative AI, particularly OpenAI’s GPT-3, has revolutionised the landscape of artificial intelligence and natural language processing. Here we explore the capabilities of GPT-3 and the broader implications of open source generative AI.
| Focus
Programming Languages for AI Applications and Why Mojo is Among the Best
A range of programming languages are being used for AI applications, including Python, Java and R. However, Mojo stands out for its focus on simplicity, readability, and compatibility with existing frameworks. Extensive documentation and powerful features are additional assets.
| | |
Focus
OpenAI’s Whisper: A New Era in Audio Transcriptions
Whisper, OpenAI’s latest speech recognition model, opens doors to seamless speech-to-text transcription, revolutionising communication across languages.
| Focus
Mastering Multi-Cloud AI Deployments with Open Source Tools
As AI adoption accelerates, enterprises are increasingly embracing multi-cloud strategies to leverage the unique strengths of different cloud providers. But managing these complex environments can be daunting. Open source tools offer a compelling solution, providing cost-effective, customisable, and vendor-neutral options for deployment, orchestration, monitoring, and governance. Let’s explore the advantages of multi-cloud for AI, the key open source tools, and best practices for success.
| | |
Focus
Mastering Multi-Cloud AI Deployments with Open Source Tools
As AI adoption accelerates, enterprises are increasingly embracing multi-cloud strategies to leverage the unique strengths of different cloud providers. But managing these complex environments can be daunting. Open source tools offer a compelling solution, providing cost-effective, customisable, and vendor-neutral options for deployment, orchestration, monitoring, and governance. Let’s explore the advantages of multi-cloud for AI, the key open source tools, and best practices for success.
| Developers - Let's Try
The Many Benefits of Weka
A powerful open source software suite, WEKA offers a diverse range of data mining and machine learning algorithms. These, combined with its user-friendly interface, make it ideal for generative AI and academic research, apart from traditional applications like classification, clustering and regression. And its visualisation tools are of great help in the visual interpretation of data.
| | |
Developers - How To
Learn the Basics of Kernel Programming
This short tutorial on kernel programming will set you on a journey to doing bigger things.
| Developers - How To
Learn the Basics of Kernel Programming
This short tutorial on kernel programming will set you on a journey to doing bigger things.
| | |
Open Guru - InSight
Simplifying the Complexities of Agriculture with IoT
The Internet of Things can be of immense help in increasing the sustainability and productivity of agriculture. Data generated by IoT based drones and soil sensors can help farmers make informed decisions about the irrigation and sowing of crops, among other things. Amazon offers a range of services for IoT device management as well as data collection and analysis, which can be used by farmers to build a range of agricultural applications and solutions.
| For U & Me - Interview
“We convert resumes into NFTs!”
Rezoomex’s Hyperledger Fabric-based blockchain platform focuses on gig work, converting resumes into NFTs with unique avatars to prevent impersonation. OSFY’s Yashasvini Razdan had an engaging conversation with Founder Director Vinayak Joglekar who spoke about how the company uses blockchain to quantify and monetise a person’s calibre and experience.
| | |
For U & Me - Interview
“Customers called us ‘Scary Clari’ due to our ‘scarily’ accurate quarterly forecasting results!”
Clari, a revenue collaboration and governance platform, has expanded its reach to over 1500 customers spanning the US, Europe, and Australia. Originally conceived as a forecasting app, Clari now seamlessly manages revenue processes across various tools. In a conversation with OSFY, Srikar Yekollu, Site Architecture and Data Science Head, Clari, reveals how Clari harnesses the power of open source to address revenue process fragmentation across teams.
| For U & Me - InSight
Why Managing Data is Important
Data management enables smart decisions, innovation, regulatory compliance, and pristine data quality, giving you that crucial competitive edge.
| | |
For U & Me - Overview
ChatGPT-Based Tools that can Boost Research Productivity
If you are a researcher, you may be overwhelmed by the millions of AI tools being launched every day. Do you know that there are diverse and very popular ChatGPTbased tools that are contributing to research in various domains? Let’s get familiar with some of them.
| Next
Issue...
|
