Top 5 Gen AI Tools All Developers Should Use

Discover how Gen AI tools are revolutionizing software development. Learn about GPT-4, ChatGPT, AlphaCode, GitHub Copilot, and Bard Symphony—unleash innovation and productivity.

Gen AI tools

The Era of Gen AI

It's like having a secret superpower to keep one step ahead in the fast-paced world of software development. Developers must take advantage of new developments in order to increase production and efficiency. And what's this? The time has come! A staggering 73% of US marketers have already accepted the power of generative artificial intelligence, according to a Statista report from 2023.

Ingenious machine learning techniques are employed by generative AI tools to create new code sequences that are clear as crystal, fast as a race car, and flawless as a diamond. So let's explore this magical world of coding and find the gems that will advance your development skills. Are you ready to reach new heights in your coding career? Do this now!

What is Generative AI?

A key area of artificial intelligence called "generative AI" is preoccupied with developing cutting-edge models and algorithms that are adept at creating fresh and unheard-of content. These algorithms often exhibit a predilection for imaginative and original tendencies that transcend explicit preprogramming. They achieve this by using advanced probabilistic approaches to create new instances that flawlessly mirror the underlying data.

The Incredible Working of Gen AI Tools

The ability of Gen AI tools to reinvent traditional workflows and shift paradigms is extremely impressive, displaying a convergence of cutting-edge technologies. These tools have a remarkable capacity for understanding context thanks to deep learning and neural networks, producing information with human-like comprehension. They uncover complex patterns in the data using an approach called unsupervised learning, which enables them to provide outputs that are coherent and relevant to the context. Furthermore, the tools demonstrate a level of versatility that ushers in a new era of productivity. They are remarkably adept at jobs like language translation, content production, and even code generation.

Top 5 Generative AI Tools for Developers

Here's a rundown of the top five generative AI tools' essential features, pros and cons, and pricing details:

1. GPT-4

Unquestionably, the launch of Generative Pre-trained Transformer 4, or GPT-4, marks a turning point in the long history of OpenAI. GPT-4, which boasts a record-breaking collection of 175 billion attributes, propels the field of natural language processing to a level of unheard-of sophistication. This game-changing invention gives developers a unique channel for communicating with code in a way that defies convention, revolutionising the concepts of intuition and efficiency.

Key features of GPT-4:

  • A large multimodal model capable of obtaining image and text inputs.
  • Enhanced factual performance and improved steerability.
  • Outperformance on multiple benchmarks and human-level performance on various tasks.
  • Available through ChatGPT and API waitlist.

Advantages of GPT-4:

  1. Improved stability compared to previous generations.
  2. High performance on standardised exams and benchmarks.
  3. Enhanced safety measures and frequent monitoring.

2. ChatGPT

The rise of ChatGPT, an innovation from OpenAI, has won widespread praise in the developer community, particularly for its skill at orchestrating a symphony of code augmentation, including completion, origination, enhancement, debugging, annotation, and performance enhancement. This evolutionary iteration from the GPT-3.5 lineage represents the apex of natural language processing and is a prime example of technical skill.

Key features of ChatGPT:

  • Natural language understanding and conversational context.
  • Open-domain conversations and language fluency.
  • Support for various tasks such as answering questions, creative writing, and language translation.
  • Personalised interactions and integration with apps and products.

Advantages of ChatGPT:

  1. Free access for the general audience.
  2. Ability to save and access conversation history.
  3. API is available for developers.

3. AlphaCode

AlphaCode, the creation of DeepMind and Google, stands out as a powerful tool designed to foster competitive programming expertise. This tool perfectly embodies the union of cognitive lexical comprehension, algorithmic prowess, and the sturdy statistical underpinning inherent in amazing language models. It was distinctively refined through a crucible of individual answers from the crucibles of software challenges. A synapse-searing pathway that enables AlphaCode to orchestrate amazing results revolves around a large expanse of natural language discourse in the setting of coding conundrums.

Key features of AlphaCode:

  • Smart filtering after large-scale code generation.
  • Access to datasets and solutions on GitHub.
  • Programming capabilities in Python, C, and other languages.
  • Extensive training on example tasks.

Advantages of AlphaCode:

  1. Ability to generate code at a large scale.
  2. Efficient critical thinking informed by experience.

4. GitHub Copilot

A ground-breaking development from GitHub and OpenAI, GitHub Copilot is poised to revolutionise the coding experience. This AI-powered symbiotic programming companion, built on the foundation of OpenAI's Codex, transforms the cadence of natural language into a symphony of coding hints, effortlessly integrating developer input and code fragments. Its real-time code suggestions transform the coding canvas into a space of exceptional invention, like brilliant digital strokes.

Key features of GitHub Copilot:

  • Intelligent code suggestions for multiple programming languages.
  • Learning from open-source code repositories on GitHub.
  • Autocompletion for documentation and comments.
  • Integration with popular integrated development environments (IDEs).
  • Context-aware suggestions and collaborative coding.

Advantages of GitHub Copilot:

  1. Improved productivity and efficiency for developers.
  2. Support various programming languages.

5. Bard

In the pantheon of generative AI tools, Bard is a rising star who stands ready to shine a light into the dark passageways of code comprehension and group harmony. Bard, developed at the University of California under the guidance of forward-thinking academics, uses the tapestry of machine learning algorithms to decipher the cryptic lyrics woven in code and transform them into the lyrical prose of natural language explanations. Developers discover a wealth of knowledge by looking beyond syntax to the actual core and purpose of code pieces in the Bard Symphony.

Key features of Bard:

  • Natural language-based conversations.
  • Generate human-readable explanations for code snippets.
  • User-based response rating system.
  • Support for programming and software development tasks.

Advantages of Bard:

  1. Ethical and transparent AI development approach.
  2. Pre-tested by numerous testers.

AI at Your Command

Generative AI tools have transformed the developer's approach to their work, enabling them to generate high-quality content, improve productivity and push the boundaries of what is possible in artificial intelligence. The top 5 generative AI tools discussed in this article offer unique features and have the capabilities to enhance the development process. Unlock new levels of creativity, efficiency, and innovation by leveraging these tools. Embrace the power of generative AI and bestow cutting-edge developments in AI and machine learning.