Top 5 ChatGPT Alternatives for Code Generation

AI programming has created an ongoing topic since the release of ChatGPT’s advanced generative capabilities. ChatGPT. Coding is a crucial aspect of software development AI-powered tools have dramatically improved the field.

For instance, Google’s DeepMind declared that AlphaCode could produce industrial-grade development code norms in February of 2023. But with the advent of Playground AI by OpenAI and ChatGPT in the month of November 2022, the whole scenario that automated codes generated completely changed.

However, the advancement of AI code generators has outstripped those of ChatGPT. This article focuses on ChatGPT for code generation to automate code writing, increase productivity, and improve the development process overall.

Top 5 ChatGPT Alternatives for Code Generation

1. Tabnine

Tabnine is an AI-based coder like ChatGPT but primarily used for code generation and completing tasks based on the GPT-2 model developed by OpenAI for its prediction.

Key features of Tabnine

It supports more than 23 different programming languages giving users more options of programming languages than other AI software assistants for code.

Integrates with a variety of Integrated Development Environments (IDEs) such as Visual Studio Code, Atom, Sublime, IntelliJ, PyCharm, and others, allowing developers to work with it in settings that are familiar to them.

The software predicts and suggests line completions as the developer type to save development time.

Contrary to other tools for the completion of code, Tabnine predicts the next portion of your code based on knowing the context and gaining knowledge from the millions of repository codes.

In contrast to some AI software for code, Tabnine can work offline without sacrificing the variety of suggestions, making it an ideal tool for developers who do not have regular internet access.

While it is an AI instrument, Tabnine keeps the indexed code locally (in the machine of the user) to make predictions. It doesn’t transmit the code via the internet, which makes it secure.

Also read: Top Coding Bootcamps for Career Changers

2. Kite

Kite is an artificial intelligence-powered coding aid and ChatGPT alternative created to improve the productivity of developers by offering the ability to autocomplete coding and check for errors.

Key Features of Kite

  • Make use of advanced machine learning models to provide accurate code completion to make it easier for the work of developers.
  • The programmatic assistant could make your search engine surfing a thing of the past improving the efficiency of your code by providing solutions within the coding environment.
  • Offers autocomplete-related suggestions that assist developers in completing the entire line of code quickly.
  • Examine your code for possible mistakes, which will help you build programs that are error-free.
  • Offers code snippets that can be reused to accelerate the process of coding.
  • Access to documents immediately relevant to the code makes it less necessary to search for information elsewhere.
  • It supports various programming languages, expanding the number of developers that can utilize it.
  • Helps with code refactoring in order to increase the reliability and efficiency of the application.

3. Codota

Codota is an alternative to ChatGPT which provides smart code suggestions and information to improve the productivity of developers.

Key Features of Codota

  • It employs advanced machine learning algorithms to analyze code patterns and offers precise and pertinent suggestions when you code.
  • It suggests code snippets of complete code in the context of the situation and helps developers write faster code.
  • It leverages an extensive codebase to present practical examples and scenarios for specific tasks in coding and provides developers with practical guidance and motivation.
  • Integrates with documentation resources to provide accurate current information directly within the Coding environment thus reducing the necessity for manual search.
  • Examine your code for possible bugs and offer suggestions for fixing them, helping in writing cleaner and error-free code.
  • Developers can find code examples that meet specific requirements or functions that make finding and reuse of existing solutions much easier.
  • Supports multiple programming languages, such as Java, Python, JavaScript, and many more, and caters to a variety of developers.

4. DeepCode

DeepCode is an alternative to ChatGPT which focuses on providing AI-powered code and static review capabilities to improve code quality.

Key features of DeepCode

  • Make use of advanced machine learning algorithms to analyze code and detect possible security vulnerabilities, bugs, and performance issues.
  • Offers real-time feedback when writing code, highlighting possible problems, and suggests improvements to improve the quality of code.
  • excels in identifying security flaws in code, assisting developers to take proactive steps to address any potential security vulnerabilities in their software.
  • Offers clear explanations and suggestions for issues that are discovered, allowing developers to know the reason for the issue and the best way to fix it efficiently.
  • Utilizes its deep analysis of code repositories that are public to discover common patterns in coding and best practices, helping developers to write clean and easily maintained code.
  • Learned from the analysis of the millions of codes in repositories, enhancing its capabilities to detect errors and keeping up with the ever-changing programming frameworks and languages.
  • Seamlessly integrates seamlessly with the continuous integration pipeline and delivery chain. This allows automated analysis of code at different stages of development.
  • Supports a range of programming languages, such as JavaScript, Python, Java, TypeScript, and more adapting to different development environments.
  • It emphasizes privacy and security of data by analyzing code decentrally to ensure that the code is never left in an environment for development.
  • It provides collaboration capabilities that allow team members to read and discuss issues related to code as well as facilitate information sharing and improvement of code.

Also read: 8 Best Generative AI Tools in Code Generation/Coding

5. GitHub Copilot

GitHub has developed GitHub Copilot an AI-powered coding assistant in conjunction with OpenAI. It’s a replacement for ChatGPT specifically focusing on code generation and assisting developers with their coding tasks.

Key features of Copilot

  • It employs machine learning models that have been trained on huge code repositories in order to provide code suggestions when developers write code, possibly making it easier to reduce the amount of time and effort needed to implement the feature.
  • Offers suggestions based on context, taking into account the current codebase as well as the specific code lines that are being written, helping to speed code completion.
  • Copilot creates code snippets in response to developer intentions to make project integration much easier.
  • It is compatible with various programming languages, such as Python, JavaScript, TypeScript, Go, Ruby, and many others which makes it compatible with diverse programming environments.
  • Creates code documentation comments Based on the code that is written, which helps developers keep documentation consistent and reduces the requirement to write manual documentation.
  • Aids in identifying bugs in code through suggestions that aid in the identification and correction of common programming mistakes or issues.
  • It prioritizes the privacy of users by executing code locally and restricting access to code fragments, making sure that data is secure.

Conclusion

Development teams and business fields are looking to boost productivity using AI-based tools. The capabilities of Generative AI and the new models being created for code generation are increasing the speed of development. In the same way, it is crucial to select the appropriate tools, otherwise, you might create software that is difficult to analyze.

ChatGPT along with Playground are two tools that have revolutionized AI code generation. However, there are more advanced options that can be used based on your specific business requirements. We have reviewed the various ChatGPT alternatives to code generation that you can apply to your projects.

How to Write Effective Prompts for ChatGPT: A Guide for Essay Writing

ChatGPT, a remarkable AI tool capable of generating text on any subject, style, or purpose, has become increasingly popular, especially for essay writing of different types. However, many users struggle to utilize it effectively in generating quality essays. The fact is that countless essays written by this AI essay writer suffer from poor structure, lack of originality, and numerous errors. On the other hand, there are shining examples of well-organized, creative, and flawless essays produced by ChatGPT. So, what sets them apart? The answer lies in the quality of the prompts.

A prompt is a text input that tells ChatGPT what you want it to do. It serves as the instruction that guides ChatGPT’s responses. A well-crafted prompt can elicit an exceptional output, while a poorly constructed prompt can lead to disappointing results. In this article, we will delve into the art of writing exceptional prompts for ChatGPT for essay writing. This will help revolutionize your essay writing, elevating it to new heights of professionalism and excellence.

Simple Tips and Guidelines to Craft Good Prompts for ChatGPT

To achieve success in writing quality ChatGPT prompts for essay writing, one need not fear complexity. Writing good prompts for ChatGPT is not a difficult task if you follow some simple tips and guidelines. By adhering to the following principles, you can attain remarkable results.

  1. Define ChatGPT’s Role: Assign ChatGPT a specific role or persona when generating the text. By specifying whether ChatGPT should act as an expert, a teacher grading an essay, a supportive friend, or a journalist reporting a news story, you can shape the generated text’s tone, style, and purpose.
  2. Be precise and provide context: Furnish your prompt with abundant information and pertinent details to guide ChatGPT in generating the desired text. Avoid ambiguity and vagueness that may confuse ChatGPT or yield multiple interpretations. For instance, when requesting an essay on a specific topic, supplement the topic name with relevant keywords or probing questions.
  3. Utilise Examples and Templates: Employ examples or templates to illustrate the desired format, structure, and content to ChatGPT. By furnishing ChatGPT with an essay conclusion sample or a template with placeholders, you can effectively convey your expectations.
  4. Be realistic and reasonable: It is crucial to manage expectations and recognize that ChatGPT, being an AI tool, possesses limitations and may occasionally make errors. Be realistic about ChatGPT’s capabilities and be reasonable in your requests. Avoid asking ChatGPT to write a 10-page essay in 5 minutes or to compose an original Shakespearean-style poem and then expect it to produce a concise result that won’t require your review. Always fact-check, and edit for errors, redundancy, and repetition.

Also read: Top 10 ChatGPT Plugins You Should Use Right Now

Examples of good prompts for ChatGPT

To illustrate how to write good prompts for ChatGPT, here are some examples of prompts for different types of essays:

Narrative essay

A narrative essay tells a story about a personal experience or event. A good prompt for a narrative essay should include the main point or lesson of the story, the setting, the characters, and the plot.

Prompt: 

Act as a student and write a narrative essay about a time when you learned something valuable from a personal mistake. The essay should have an engaging introduction with a hook and a thesis statement, three body paragraphs with seamless transitions and illustrative details, and a conclusion with a summary and thoughtful reflection.

Descriptive essay

A descriptive essay describes a person, place, object, or event using sensory details and vivid language. A good prompt for a descriptive essay would always include the subject of the description, the purpose of the description, and some aspects or features to focus on.

Prompt:

Assume the personality of a 10th-grade student and write a descriptive essay about your favorite place to relax. The essay should have an introduction with a hook and a thesis statement, three body paragraphs with transitions and sensory details, and a conclusion with a summary that will leave a lasting impression.

Compare and Contrast Essay

A compare and contrast essay analyzes the similarities and differences between two or more subjects. A good prompt for a compare and contrast essay should include the subjects of comparison, the criteria of comparison, and the purpose of comparison.

Prompt: 

Develop a compare and contrast essay exploring the merits of online learning versus traditional learning. The essay should commence with an attention-grabbing introduction featuring a hook and a thesis statement, topic sentences, two body paragraphs, and a conclusion providing a concise summary and thought-provoking recommendations.

Argumentative Essay

An argumentative essay presents a claim or a position on an issue and supports it with reasons and evidence. A well-crafted prompt for an argumentative essay should include the issue of debate, the stance of the writer, and some counterarguments or objections.

Prompt: 

Construct an argumentative essay debating the necessity of banning animal testing. The essay should commence with a compelling introduction. It should consist of three body paragraphs and well-articulated topic sentences. Additionally, include a paragraph addressing counterarguments or objections along with a persuasive rebuttal. Finally, conclude with a concise summary and a compelling call to action.

Other great examples of ChatGPT good essay prompts include:

  • Pick two celebrities that you admire or dislike for different reasons. Write a contrast essay in which you compare and contrast them in terms of their personality, appearance, career, achievements, controversies, and fan base.
  • Imagine that you are a travel blogger who wants to share your experience of visiting a famous landmark with your readers. Write a descriptive essay about the landmark you visited, using sensory details and vivid language to make your readers feel like they are there with you.

While there are no rules specifically laid out as a methodology for prompting ChatGPT, the truth is that mastering the art of crafting effective prompts will help you harness the true potential of ChatGPT, transforming your essay writing into an unparalleled standard of professionalism and excellence.

Top 10 ChatGPT Plugins You Should Use Right Now

ChatGPT already is a powerful tool. But plugins unlock a whole new set of capabilities. ChatGPT plugins can do everything from booking a table at a restaurant for you to designing t-shirts according to your instructions. They are the future of AI Chatbots. At least until the next big thing.

Here are the best ChatGPT Plugins that you can use to harness AI in ways you’ve never imagined.

How to use ChatGPT plugins

To run ChatGPT and enable plugins, You need to subscribe to ChatGPT Plus. The cost is $20 per month. You can chat with the bot immediately, without waiting. ChatGPT offers advanced features such as the GPT-4 Language Model and the ability to search the web.

To use plugins, you must be a ChatGPT Plus subscriber. Toggle plugins on in the Beta features a menu by using the three-dot menu icon at the bottom left. Select GPT-4 in the new chat window and then plugins. Then, scroll down the list and select the plugins you want.

Top 10 ChatGPT Plugins You Should Use Right Now

If you’re looking for the best, then look at our list of favorite ChatGPT plugins.

1. Code interpreter

Sadly, this one is a bit difficult to access, as OpenAI only makes it available to a select group of ChatGPT Plus users. You should try it out if you already have it. The Code Interpreter allows you to upload files into ChatGPT and download them afterward, as well as execute Python scripts in the ChatGPT discussion. This means that ChatGPT can create anything you like, from simple video editors to data analyses on various types of information. The ChatBot can help you perfect the project.

Also read: Top 10 ChatGPT Chrome Extensions

2. Bing search

ChatGPT doesn’t list this plugin in its menu. When you hover over GPT-4, it will appear right next to the Plugins Module. You can select it to have it search for information on the internet and add it to its knowledge base and answer questions that you have asked recently or do research using multiple web searches This feature can save you a lot of time by allowing you to keep all of your ChatGPT conversations in one place without having the need to visit Bing’s website.

3. Instacart

ChatGPT can suggest recipes based on ingredients. Instacart’s plugin carries it further by allowing users to order food directly from the Instacart main service page. If you find yourself short of an ingredient when you are putting together a recipe with ChatGPT, The Instacart plugin makes it easy to replenish what you are missing, without having to go to a different website or service.

4. ABCMouse

Have kids who are constantly asking for your time and attention? ABCMouse can provide a variety of activities for your kids based on the information you give to AI. It offers activities for children aged two to eight and makes suggestions on paid and free activities based on your child’s interests.

You can also specify the materials that you have, your budget, and the time available. ABCMouse can find them something engaging and fun to do.

5. Comic Finder

You want your memes and reaction comics to be on point. You may not be able to find the XKCD that you remember reading years ago. Comic Finder will find the right comic for every situation. It supports XKCD, SMBC, and hundreds of other comics. You can ask for comics that you have never seen before and see what comes up. You never know what you might find.

6. Expedia

ChatGPT allows you to plan your entire trip within the prompt window. ChatGPT can use the Expedia plugin to find places to visit, restaurants, and activities in your area, and then factor them all into your budget. You can answer follow-up questions in order to fine-tune the search. It will also base its suggestions based on your preferences, such as departure and arrival times.

if you’d rather access it that way, ChatGPT is also available in the Expedia app.

7. Zapier

ChatGPT’s true potential can only be unlocked when you take it off leash. Zapier is able to do this. ChatGPT can do anything you want by combining its natural language interaction with Zapier’s greater range of capabilities. It can send messages to anyone on your team, and even compose them for you. Connect it to Gmail, and it will send you emails. It can analyze your data and give you interesting results.

Zapier is free to use, but you will need to pay to unlock its full functionality. You may find it worth the money, but make sure you do some research before making a purchase.

Also read: Top 5 Ways ChatGPT Can Help With Crypto Trading

8. ChatWithPDF

ChatGPT can analyze PDFs for you. ChatWithPDF is a great plugin for this. It can analyze a PDF document and make suggestions for changes, extract information from it, summarize it — or whatever you require. It can also be used to search a PDF document in order to find what you are looking for. This can save a lot of time.

Be aware that many websites claim to provide AI PDF analysis free of charge. These websites may be legit, but may also want you to upload your private PDF files so they can extract information. Use the plugin only through the ChatGPT prompt on the OpenAI site.

9. Wolfram

ChatGPT already excels at Math. But the Wolfram plugin transforms it into a real-life genius. This plugin gives ChatGPT access to powerful computational tools and better math skills. It also provides real-time data and visualization. You can ask much more complex questions that include geography, mathematics, and astronomy.

When using Wolfram, the answers to complex questions tend to be more accurate. They are also focused on what you wanted. ChatGPT’s standard model gives you more information than you need. For example, it will show you that the system is working.

10. Speak

There’s a new player in the game when it comes to foreign language learning. Move over RosettaStone. ChatGPT and the Speak plugin allow ChatGPT to coach you in a variety of languages. This includes sentence structure, grammar usage, verbs, conjunctions, and more.

Final word — Top ChatGPT Plugins

ChatGPT offers a range of useful plugins that enhance its capabilities. Some popular ChatGPT Plugins include code generation, language translation, sentiment analysis, and summarization. These plugins enable users to interact with the model more effectively and access specialized functionalities, making ChatGPT a versatile and powerful tool for various applications.