Improve Your Coding Workflow Using These Free AI Tools

Joy of Code
22 Mar 202422:16

TLDRThe video introduces three AI tools designed to enhance coding productivity: Perplexity UI, Find, and Codium. Perplexity UI is a search engine offering improved results over traditional engines, while Find specializes in coding queries and provides a VS Code extension. Codium is an AI coding assistant compatible with multiple editors, offering features like autocompletion and code explanations. The video emphasizes the potential of these tools to streamline development tasks and improve learning, while also cautioning users to verify AI-generated code.

Takeaways

  • 🔍 Perplexity UI is a search engine designed to replace traditional search engines like Google, offering improved search results for specific queries.
  • 💡 Find is a tool focused on coding-related questions, using a specialized model (Find 34b) for more accurate answers compared to general AI models.
  • 🛠️ Codium is an AI coding assistant and a free alternative to GitHub Copilot, supporting various editors and offering features like autocompletion and a chat assistant.
  • 📈 The presenter believes that AI tools' free tiers, using models like GPT-3.5, are sufficient for most use cases, and there's no immediate need to upgrade to pro versions like GPT-4.
  • 🔗 Perplexity AI can understand natural human language queries and provide direct answers, such as identifying a tool created by a specific creator.
  • 📚 Find can provide summaries and resources on coding topics, and it can also generate unique cached URLs for easy reference.
  • 🎨 Codium offers a tutorial called 'Codium University' to help users understand and utilize its features effectively.
  • 👌 Codium's autocompletion feature is particularly useful for saving time on repetitive tasks and writing boilerplate code.
  • 🔍 Codium can explain error messages and provide solutions, making it easier to understand and resolve issues in code.
  • 🌐 The video script emphasizes the importance of not relying solely on AI for coding tasks and the need to verify and understand the code provided by AI tools.
  • 📈 The presenter is optimistic about the future of AI tools, expecting continuous improvements and the addition of more features over time.

Q & A

  • What is the main purpose of the video?

    -The main purpose of the video is to introduce and demonstrate various free AI tools that can boost productivity while coding, specifically Perplexity UI, Find, and Codium.

  • How does Perplexity UI differ from traditional search engines like Google?

    -Perplexity UI is designed to replace traditional search engines and provides more accurate results by understanding natural human language queries, making it better at finding specific information that users are looking for.

  • What is Find and how is it different from Chat GPT?

    -Find is a tool aimed at coding-related queries. It uses a model called Find 34b, which is fine-tuned for coding-related questions, making it more effective than general AI models like Chat GPT for coding issues.

  • What is Codium and how does it compare to GitHub Copilot?

    -Codium is an AI extension or coding assistant similar to GitHub Copilot. It supports a variety of editors and takes advantage of the language server protocol. Unlike GitHub Copilot, Codium offers a completely free version with unlimited usage and supports over 70 languages.

  • What are some limitations of AI tools in coding?

    -AI tools in coding have limitations such as not being able to solve unique or hard problems effectively, sometimes providing incorrect or hallucinated code, and potentially breaking UI elements when working with certain frameworks like Svelte.

  • How does the video demonstrate the use of Perplexity UI in finding specific information?

    -The video demonstrates the use of Perplexity UI by showing how it can quickly find information about the gradient tool created by Adam Argy, which traditional search engines like Google failed to provide.

  • What feature does Codium provide to help users understand and solve coding errors?

    -Codium provides an 'Explain Problem' feature that gives users the reasoning behind a coding error and offers possible solutions to fix it.

  • How can the AI tools help with learning and expanding a developer's horizons?

    -AI tools can expose developers to different ideas and concepts, even when the AI provides a wrong answer, it can spark curiosity and encourage further exploration and learning.

  • What is the importance of not becoming complacent when using AI tools?

    -It's important not to become complacent when using AI tools because they are not silver bullets that solve all problems. Developers should use AI to learn, expand their horizons, and enhance their skills, but always review and understand the code provided by AI.

  • How can users customize their experience with Find?

    -Users can customize their experience with Find by setting preferences in the answer profile, such as specifying the type of code (e.g., TypeScript with ESM imports) and choosing between regular functions and arrow functions.

  • What is the significance of Codium's tutorial feature?

    -Codium's tutorial feature is significant because it provides users with a comprehensive guide on how to use the tool effectively, ensuring they can leverage its full potential and make the most out of its features.

Outlines

00:00

🌟 Introduction to AI Tools for Productivity

The paragraph introduces the viewer to various AI tools that can enhance productivity during coding. It starts with a brief on Perplexity UI, a search engine designed to replace traditional ones like Google. The speaker shares their personal experience with the tool, highlighting its ability to understand natural human language and provide accurate results. The video also mentions Find, a tool for coding-related queries, and Codium, a GitHub co-pilot replacement. The speaker expresses optimism that these free tools won't have their tiers rug-pulled, as they are based on models like Chad GPT 3.5 and not the more advanced, paid versions like Chad GPT 4.

05:01

🔍 Perplexity UI: The Next-Gen Search Engine

This section delves into the specifics of Perplexity UI, emphasizing its superiority over traditional search engines. The speaker demonstrates Perplexity's ability to deliver relevant results by using a relatable example of searching for 'Adam Argy gradient tool'. They also touch upon the tool's additional features, such as correcting grammatical mistakes in text and its potential as an aid for recalling information seen on social media or podcasts. The speaker's positive experience with Perplexity is clear, as they share their appreciation for its intuitive interface and efficient search capabilities.

10:01

💡 Find: The Coding Query Wizard

The speaker introduces Find as a powerful tool for coding-related inquiries, highlighting its fine-tuned model, Find 34b. They discuss the tool's capabilities, such as providing summaries, code examples, and handling complex queries related to coding. Despite a minor issue with the UI when working with TRX, the speaker finds Find to be an excellent resource for developers. The paragraph also cautions viewers to always verify the AI's suggestions, as it might produce incorrect information occasionally due to lack of data on certain topics.

15:03

👨‍💻 Codium: The AI Coding Assistant

The paragraph focuses on Codium, an AI coding assistant that works across various editors and leverages the language server protocol. The speaker compares Codium with GitHub co-pilot, noting its broader language support and lack of restrictions. Codium's free version offers autocomplete and chat assistant features, with no monthly fees. The speaker appreciates Codium's tutorial, Codium University, which guides users through its features. They demonstrate how Codium can autocomplete code, understand context, and save time on repetitive tasks, emphasizing the tool's practicality over its ability to solve complex problems.

20:03

🛠️ Advanced Coding Features in Codium

This section explores Codium's advanced coding features, such as explaining error messages, refactoring code, and providing high-level overviews of code functionality. The speaker demonstrates how Codium can assist in understanding and resolving a TypeScript error by explaining the problem and suggesting solutions. They also showcase Codium's ability to refactor code by creating separate types and offer a quick explanation of code blocks. The speaker emphasizes the potential of these features to improve coding efficiency and understanding, while also acknowledging their occasional limitations.

🎉 Wrapping Up the AI Tools Discussion

The speaker concludes the discussion on AI tools by reiterating the benefits of using Perplexity, Find, and Codium to boost productivity. They encourage viewers to experiment with these tools and form their own opinions. The speaker also promotes the idea of using AI as a learning tool to expand one's horizons rather than a mere code-writing substitute. The video ends with a call to action for viewers to like, subscribe, and support the channel through Patreon.

Mindmap

Keywords

💡AI tools

AI tools refer to artificial intelligence-based software programs designed to assist with various tasks, such as coding, searching, and problem-solving. In the video, the presenter discusses several AI tools like Perplexity, Find, and Codium, which are used to boost productivity in coding and searching for information. These tools utilize machine learning models to understand user queries and provide relevant responses or code suggestions.

💡Productivity

Productivity in this context refers to the efficiency and effectiveness with which tasks, especially coding and searching for information, are performed. The video emphasizes how AI tools can enhance productivity by streamlining processes, providing quick and accurate responses, and automating repetitive tasks, thus allowing developers to work more efficiently and focus on more complex problems.

💡Perplexity

Perplexity, as mentioned in the video, is a general search engine designed to replace traditional search engines like Google. It is built to understand natural human language queries more effectively and provide more accurate results. This tool is particularly useful for finding specific information or tools related to coding and development, as demonstrated by the presenter's search for the 'Adam Argy gradient tool'.

💡Find

Find is an AI tool focused on coding-related queries, similar to Chat GPT but fine-tuned for more accurate and relevant results in the context of programming. It uses a model called Find 34b, which can be upgraded in the pro version for even better performance. The tool is designed to assist developers by answering questions, providing summaries, and offering coding examples.

💡Codium

Codium is an AI coding assistant and extension that works with various code editors, offering features similar to GitHub Copilot but with the advantage of being completely free. It supports a wide range of languages and provides autocomplete suggestions, a chat assistant, and unlimited usage. Codium leverages the language server protocol for seamless integration into development environments.

💡Autocomplete

Autocomplete is a feature in AI coding tools like Codium that suggests possible completions for a line of code based on the initial letters typed by the user. This functionality saves time by providing quick options to finish code lines, often with relevant and accurate suggestions that match the context of the code being written.

💡Code refactoring

Code refactoring is the process of restructuring existing computer code without changing its external behavior. The goal is to improve the nonfunctional attributes of the software, making it easier to understand, maintain, and extend. In the context of the video, Codium offers code refactoring features that can help developers improve their code quality by suggesting changes such as adding comments, generating unit tests, or making code strongly typed.

💡Error explanation

Error explanation is a feature in AI coding tools that provides a detailed breakdown of why a particular error occurred, often including suggestions for how to fix it. This helps developers understand complex error messages and resolve issues more efficiently. In the video, the presenter uses Codium to explain a typescript error, which clarifies the cause of the problem and offers a potential solution.

💡Programming languages

Programming languages are formal systems of communication designed to instruct a computer or computing device to perform specific tasks. In the video, the discussion around Codium highlights the importance of supporting multiple programming languages, as it supports over 70 languages, which is more than GitHub Copilot's 40, showcasing its versatility and utility for developers working with various coding languages.

💡Chat feature

The chat feature in AI tools like Find and Codium provides an interactive interface for users to engage in a conversation with the AI. This feature allows users to ask questions, solve problems, and brainstorm ideas in a more natural and conversational manner than traditional search or code completion interfaces. It can be particularly helpful for exploring complex topics or getting detailed explanations for coding concepts.

💡Free tiers

Free tiers refer to the basic versions of software or services that are provided at no cost to the user. These tiers often have limitations compared to premium or pro versions but still offer essential features to users. In the context of the video, the presenter discusses the free versions of AI tools like Perplexity, Find, and Codium, emphasizing their effectiveness and the value they provide without requiring payment.

Highlights

Perplexity UI is introduced as a general search engine designed to replace traditional search engines like Google.

Perplexity UI provides more accurate results for specific queries, such as finding the Adam Argy gradient tool, compared to traditional search engines.

Find is a coding-focused search engine that uses a specialized model, Find 34b, and offers a VS Code extension for developers.

Find can provide summaries and resources on coding topics, such as SW by rooms, and has a chat feature for problem-solving and brainstorming.

Codium is an AI coding assistant that supports various editors and offers features like autocompletion and a chat assistant.

Codium's free version provides unlimited usage and supports over 70 languages, making it a powerful tool for developers.

The video demonstrates how AI tools can save time by autocompleting boilerplate code and repetitive tasks.

Codium's tutorial, Codium University, provides a comprehensive guide on how to use the tool effectively.

Codium can explain TypeScript errors and provide possible solutions, making it easier for developers to debug their code.

Codium offers refactoring options, such as adding comments, generating unit tests, and converting promises.

The video emphasizes the importance of not blindly trusting AI and using it as a tool to learn and expand one's horizons.

AI tools are particularly useful for exposing developers to different ideas and helping them explore new concepts.

Codium's ability to understand the context of code and provide relevant autocompletions is highlighted.

The video showcases how Codium can help with code refactoring by creating separate types for better readability.

Codium's explain feature is demonstrated, which can provide a high-level overview or specific explanations of code functions.

The video concludes by encouraging developers to use AI tools like Perplexity, Find, or Codium to enhance their productivity.