Prompt Engineering with Generative AI
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Thanks to the growing field of Generative Artificial Intelligence (GAI) with consistent innovations, many generative AI tools are now available for our use, offering help across diverse creative and technical pursuits. However, an emerging confusion that has been troubling users with this emergence is exactly which tools one should opt for!
Today, we will take a look at some of the best Gen AI tools that you can consider using to overcome your creative block. So, let’s get started.
But first, let’s start from the basics!
So, what is generative AI? Generative AI is a subset of artificial intelligence that can produce content in different formats. The algorithm is then designed as an easy-to-use generative AI tool to cater to our creative needs. So far, these generative AI tools can produce text, images, music, audio, videos, and code. However, with time, this technology is further expected to make strides and create tools that are far beyond our comprehension.
Generative AI tools work by using a machine learning (ML) model. They learn patterns and relationships from the dataset. These datasets are usually human-created content, so programmers can train generative tools to perform all the repetitive creative tasks.
For example, it can help you write the perfect job application or create an image in Leonardo da Vinci’s style. Whatever data that already exists, these AI generated tools can mimic and give you similar outcomes.
However, this also means that these tools have creative limitations. So far they can neither give you absolutely unique ideas nor can they perform tasks that they are not trained on.
Therefore, you’ll often find their results to be repetitive and occasionally inaccurate. Gen AI course often touch upon this topic, helping learners explore how this technology actually works.
Here are some of the top generative AI tools:
Tool | Application |
ChatGPT | Text generation, chatbots, creative writing assistance |
Scribe | Writing different kinds of content like marketing copy, code, scripts |
AlphaCode | Assists programmers by generating code snippets and functions |
GitHub Copilot | Helps developers with code completion and suggestions |
GPT-4 (or Bard) | Text generation, translation, writing different creative text formats |
Cohere Generate | Text generation for various purposes, summarisation, code |
DALL-E 2 | Photorealistic image generation based on text descriptions |
Adobe Firefly Image 2 | Image editing and enhancement, creative image generation |
Synthesia | Video generation with realistic human avatars |
Duet AI | Voice generation with emotional tones and various accents |
Jasper | Long-form content creation, marketing copywriting, sales copywriting |
Anyword | Marketing copy optimisation and generation for various channels |
Murf | Realistic voice generation for various purposes, such as explainer videos, podcasts, and audiobooks |
RunwayML | Machine learning model prototyping and experimentation platform |
MuseNet | Music generation with different styles and genres |
1. ChatGPT
ChatGPT, developed by OpenAI, is a generative pre-trained transformer capable of understanding and generating human-like text. It is one of the best tools for various applications in natural language processing (NLP).
ChatGPT is everywhere these days! People from different industries and backgrounds use it for all sorts of things. For example:
One of the best things about chatgpt is that it gives free access to AI content development. So, To use ChatGPT, open the interface and input a prompt or a question. For example, if you’re a programmer and want to understand how a program works, you can paste your code into ChatGPT and ask it to explain.
Just like that, you can get assistance with writing content on any topic. If you’re not satisfied with its response, you can request another one, and it will provide you with as many responses as you need.
Diverse Uses of ChatGPT Across Different Fields
They use ChatGPT to generate text, answer questions, or engage in conversation in various applications and platforms.
Next up, let’s proceed to the following tool in our top list, which is Bard.
2. Bard
Bard is a generative AI ChatBot developed by Google, which is now called Gemini. It is designed for creative writing tasks and is built on LaMDA, a transformer-based model.
To get access to Gemini, sign in to your Google account and start chatting with Gemini. You can provide Prompts with various inputs, such as text, images, videos, or even code. You will also have the option to Integrate with Google apps, such as Gmail, Docs, Sheets, and more.
Example:
Imagine you have an image or diagram that needs explaining. To do so, click ‘upload an image,’ select the image from your device, and type ‘explain the diagram. ‘
Gemini is also capable of generating an image. So, let’s generate the image of a playful puppy.
From the snapshot above, Gemini has created pictures of a puppy. If you’re not satisfied with them, you can ask for more images.
Diverse Range of Individuals and Professionals Utilize Bard, Including:
The following tool in our lineup is Bardeen.
3. Bardeen
Bardeen is a generative AI tool developed by OpenAI. It’s an AI assistant that simplifies repetitive tasks and effortlessly automates tasks within work apps.
Bardeen streamlines work seamlessly across various roles.
Bardeen is a great tool for making work easier. It is used by:
What is the functionality of Bardeen?
4. Rephrase.ai
The next Generative AI tool on our list is Rephrase.ai. Using this tool, you can effortlessly turn your text into videos. You can Create professional-looking videos with a digital avatar in minutes, and no complex production is needed.
Rephrase.ai can handle over 40 languages, allowing you to create high-quality videos and animations that a person can speak, using only text as input.
Rephrase.ai is used in video production and content creation.
Who uses Rephrase.ai:
Marketers and content creators often use it for social media platforms like YouTube, and even business owners use it to generate video content quickly and efficiently.
Next up, let’s delve into Synthesia, the following tool in our lineup.
5. Synthesia
Synthesia is a #1 AI Video Generation Platform that effortlessly Transforms text into videos. You can Produce studio-quality videos with AI avatars and voiceovers in over 130 languages.
How to use Synthesia
Synthesia Use cases:
Synthesia is used widely across industries to create engaging video content.
DALL-E 2 is an AI system from OpenAI that uses deep learning methodologies that can produce realistic images and art just by describing them in natural language.
DALL-E 2 learns from examples, so you can describe what you want in natural language and get different images and art. You can also make changes to existing pictures using the inpainting tool and replace a part of an image with AI-generated imagery.
Below is an example:
DALL-E 2 is used in creative content generation. It’s often used by artists, designers, marketers, educators, and developers who need assistance with generating visual content, creating art, designing graphics, and exploring creative possibilities using AI technology.
Moving onto our next Tool, TypeStudio
7. Typestudio
Typestudio is a flexible editing tool ideal for podcasts, streams, interviews, and other types of content. It’s a video editor that allows you to edit your videos by simply editing the text transcribed from the video.
Typestudio provides a range of features, including:
With its advanced AI-driven features, Typestudio streamlines the editing process, enabling content creators, podcasters, and businesses to produce high-quality videos and podcasts with minimal effort and time.
Next on our list, we have a Descript.
8. Descript
Descript is your all-in-one solution for writing, recording, transcribing, editing, collaborating, and sharing your videos and podcasts.
Descript offers comprehensive workflow management in a single tool:
Features provided by Descript:
Descript offers a range of powerful AI features to elevate your videos and podcasts.
These features are helpful for a wide range of users, including:
Now, let’s talk about Compose AI, the next Generative AI tool on our list.
Compose AI is an AI-powered writing tool and a free Chrome plugin that generates text using artificial intelligence. It helps you complete sentences as you type and speeds up the process of writing emails, creating documents, and chatting. It will also help you rephrase sentences.
You can integrate this tool into your existing platforms and tools to speed up tasks and save time.
This tool is used by:
The top 10th tool on our list is
10. Chatsonic
Chatsonic is one of the leading alternatives to ChatGPT on Google.
Chatsonic’s powerful features:
The top reasons Chatsonic excels include:
Chatsonic is used by
Up next is Tome.
With Tome, you can Craft impactful presentations in less time. Its AI-driven features and personalized tools simplify the creation of sales and marketing materials that leave a lasting impression. Tome’s advanced AI capabilities effortlessly generate presentations, pages, images, and even text.
Tome is a Great starting point for any project. Explore various projects or express your ideas promptly with versatile templates such as:
Next on the list is Design.AI
With Designs.ai, you can produce logos, videos, banners, and mockups using AI in just 2 minutes. This platform simplifies your workflow, saves time, and reduces costs.
Designs.ai is a platform that uses AI to help you create, edit, and scale content effortlessly. You will get all your creative tools in just one place.
Tools such as:
Now, let’s discuss MidJourney.
13. MIDJourney AI
Midjourney is a cool AI tool that blends art and tech. It allows you to describe what you want in words, and it turns those descriptions into stunning pictures. So, using advanced algorithms, it turns words into unique artworks.
Midjourney uses Machine Learning Algorithms to interpret and analyze the data, which can be in the form of text, audio, or image. After getting this data, the algorithm will use it to generate new images, sounds, or other media types based on the patterns found in the data.
Here is an example that has transformed your imagination into AI-generated art:
Moving onto Github Copilot.
GitHub Copilot is a code completion tool developed by GitHub, which Microsoft and Open own.
When propped with a programming problem in natural language, Copilot can generate solution code. It can also describe input code in English and translate code between programming languages.
It assists the users of Visual Studio Code, Visual Studio, Neovim, and JetBrains integrated development environments (IDEs) by autocompleting code. It works best for users coding in Python, JavaScript, TypeScript, Ruby, and Go.
In March 2023, GitHub announced plans for “Copilot X,” which will incorporate a chatbot based on GPT-4 and support for voice commands into Copilot.
15. Alpha code
By combining AI and competitive programming, it serves as a virtual assistant, guiding programmers through coding and providing smart suggestions.
Alpha code leverages machine learning algorithms to analyze vast amounts of code and learn from pattern
Here are some use cases explaining how businesses can leverage generative AI tools.
While generative tools can do all of the above and more, they still need human input, called prompts, to start processing results. This is probably the reason behind prompt engineering roles becoming one of the most popular jobs of 2023, along with being an equally popular no-code job.
So, if you wish to become fluent in leveraging Gen AI tools, then a Prompt engineering course can be a good starting point.
Generative AI boasts itself as one of the most versatile subsets of artificial intelligence applications. Apart from creative fields, here’s how different markets are utilising it.
AI keeps evolving, this list is subject to change over time. In the future, we can expect even more innovative Gen AI applications to get implemented across different industries. If you want to keep up with them, then check out Edureka for the latest generative AI tutorial and other in-demand, rewarding topics that will future-proof your career in the long run.
There are several real-world applications for generative AI. The most popular ones include chatbots and virtual assistants, text-to-image generation, and using prompts to edit video and content writing.
Generative AI tools can be utilised in various industries including creative (ads and marketing, fashion and media), data-driven (banking and finance, healthcare, and e-commerce) and technical (software development, customer service, and manufacturing).
Yes, if any of your tasks can be completed through a generative AI tool, then it is worth giving a try. Generative tools can help you significantly in saving time and resources.
Some of the best Generative AI tools include ChatGPT, DALL-E 2, and Midjourney.
A popular example of generative AI is DALL-E 2.
There are many popular generative AI tools to cater to different needs. Picking one as a top choice will be difficult without specifying the task you need to get done, as there’s no all-in-one tool yet.
Course Name | Date | Details |
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Generative AI Course: Masters Program | Class Starts on 21st December,2024 21st December SAT&SUN (Weekend Batch) | View Details |
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