Build an Offline ChatGPT-Like Tool
Open Source For You|March 2024
This comprehensive DIY guide offers a quick way to build an offline, onpremises ChatGPT-like tool using Ollama and Ollama-WebUl.
Build an Offline ChatGPT-Like Tool

ChatGPT has been widely adopted across various sectors because it can understand and generate human-like text. Its applications range from customer service automation, where it can handle enquiries and provide support 24/7, to content creation, aiding in drafting articles, emails, and reports. Its integration into educational tools facilitates personalised learning experiences, and it assists developers by debugging code and generating programming-related content.

Open source AI models

Open source models such as META's LLAMA2 and Microsoft's Phi2 offer a foundation for building customised AI solutions, democratising access to cutting-edge technology. The development of offline AI solutions, particularly those based on open source projects like Ollama and OllamaWebUI, marks a significant step forward in AI. These tools not only provide the benefits of AI models like ChatGPT but also ensure that organisations can innovate and maintain control over their data, comply with privacy regulations, and operate without the need for constant internet connectivity.

This guide will walk you through the fastest DIY method to set up an offline, on-prem ChatGPT-like tool using Ollama and Ollama-WebUI.

Setting up your OS environment

Before diving into the installation of your offline, on-prem ChatGPT tool, it's crucial to ensure that your environment meets the necessary system requirements and that Debian Linux 12 is correctly installed on your machine, whether it's a physical server or a virtual machine (VM).

To ensure smooth operation of your offline AI solution, your system should meet the following minimum specifications.

▪ CPU: Latest model (Intel i5, Xeon, or AMD EPYC) with at least 8 cores

▪ RAM: 16GB to start with or more

▪ HDD storage: 100GB or more

Esta historia es de la edición March 2024 de Open Source For You.

Comience su prueba gratuita de Magzter GOLD de 7 días para acceder a miles de historias premium seleccionadas y a más de 9,000 revistas y periódicos.

Esta historia es de la edición March 2024 de Open Source For You.

Comience su prueba gratuita de Magzter GOLD de 7 días para acceder a miles de historias premium seleccionadas y a más de 9,000 revistas y periódicos.

MÁS HISTORIAS DE OPEN SOURCE FOR YOUVer todo
Amazon Bedrock: A Boon for the Financial Services Industry
Open Source For You

Amazon Bedrock: A Boon for the Financial Services Industry

Amazon Bedrock is a fully managed service that provides access to foundation models from top AI providers, enabling organisations to build and scale generative AI applications. It is specifically designed to bring AI solutions to the financial sector. Let's explore all that it can do...

time-read
9 minutos  |
December 2024
Quantum-Safe VPNs: The Future of Secure Communication
Open Source For You

Quantum-Safe VPNs: The Future of Secure Communication

As quantum computing continues to advance, it poses a significant threat to traditional cryptographic algorithms that secure our digital communications. Virtual private networks (VPNs), which rely heavily on encryption, are particularly vulnerable. Quantum-safe VPNs utilise post-quantum cryptographic algorithms to protect against quantum attacks.

time-read
3 minutos  |
December 2024
Popular Open Source Toolkits for Quantum Machine Learning
Open Source For You

Popular Open Source Toolkits for Quantum Machine Learning

Quantum machine learning is becoming increasingly popular due to its ability to solve the complex problems of the AI age. Here are a few open source libraries and frameworks that help with quantum computations.

time-read
5 minutos  |
December 2024
Quantum Computing: Harnessing Open Source for Innovation and Accessibility
Open Source For You

Quantum Computing: Harnessing Open Source for Innovation and Accessibility

We explore how open source initiatives are shaping the future of quantum computing, making it more accessible and driving innovation through collaboration.

time-read
9 minutos  |
December 2024
How Quantum Computing Differs from Classical Computing
Open Source For You

How Quantum Computing Differs from Classical Computing

Despite being in its infancy, quantum computing has numerous potential applications in modelling, cybersecurity, AI/ML, and other fields. But how do quantum and classical computing compare with each other? Let's find out...

time-read
4 minutos  |
December 2024
From Bits to Qubits: The Growth Story of Quantum Computing
Open Source For You

From Bits to Qubits: The Growth Story of Quantum Computing

Quantum computing may still be in the early stages of evolution, but its potential impact on everyday life is significant. We delve into the key concepts behind it, the reasons for its rapid growth, and how global advancements are shaping its future.

time-read
10+ minutos  |
December 2024
Pytket: A Comprehensive Guide to Quantum Circuit Design
Open Source For You

Pytket: A Comprehensive Guide to Quantum Circuit Design

Pytket stands out as a powerful toolkit in the realm of quantum computing, offering a suite of features that cater to both researchers and industry practitioners. Its key strengths include optimisation, platform-agnostic support, flexible quantum circuit design and hybrid algorithm support. These features make Pytket a versatile tool for various quantum computing applications, from machine learning and cryptography to optimisation problems in industrial settings.

time-read
10+ minutos  |
December 2024
Cirq: The Open Source Framework for Programming Quantum Computers
Open Source For You

Cirq: The Open Source Framework for Programming Quantum Computers

Explore the key features, capabilities, and impact of Cirq, an open source quantum computing framework developed by Google, on the quantum programming landscape.

time-read
4 minutos  |
December 2024
The Role of Open Source in Accelerating Quantum AI
Open Source For You

The Role of Open Source in Accelerating Quantum AI

Here's an overview of how open source frameworks are being utilised to build quantum machine learning models, including quantum neural networks and quantum kernel methods. The challenges and future directions in the quantum AI landscape are also discussed.

time-read
7 minutos  |
December 2024
Quantum Machine Learning: An Overview
Open Source For You

Quantum Machine Learning: An Overview

Quantum machine learning (QML) is a burgeoning field at the intersection of quantum computing and artificial intelligence. In recent years, the integration of quantum mechanics with machine learning algorithms has sparked substantial interest among researchers and technologists alike. Here's a quick look at the essentials of creating quantum algorithms for AI models, their practical use cases on open source platforms, and best practices for implementing these advanced algorithms.

time-read
7 minutos  |
December 2024