Wordware AI, an IDE for programming using natural language - interview with Filip Kozera

Zaiste Programming
24 May 202410:03

TLDRWordware AI is an innovative IDE that allows AI engineers to program using natural language, primarily English. It aims to streamline the development process by enabling engineers to interact with AI agents more efficiently through a web-hosted platform. The tool simplifies complex AI orchestrations, reduces feedback loop times, and integrates with foundational models. It also supports the creation of prompt chains or cascades for building applications. Wordware AI is designed to be user-friendly, even for those new to programming, and is currently offering free credits to users from Poland to encourage adoption and feedback.

Takeaways

  • 😀 Wordware AI is an IDE for programming using natural language, aiming to provide AI engineers with the right tools to program with English as their main programming language.
  • 🔧 The platform is designed to facilitate the creation of complex AI orchestrations, allowing domain experts to communicate with engineers more efficiently, reducing feedback loop times from days to minutes.
  • 📝 Wordware is not a chatbot building company but focuses on creating complex AI orchestrations and providing a schema for AI engineers to work on.
  • 💻 The demo showcases how Wordware allows users to interact with different foundational models and orchestrate them in a web-hosted IDE, starting with a 'hello world' example.
  • 🔄 Wordware incorporates concepts from traditional programming like loops and conditional statements, adapting them to work with the non-deterministic nature of large language models (LLMs).
  • 🔗 The platform allows for the creation of 'prompt chains' or 'cascades,' which are sequences of function calls and model interactions that form a complete application.
  • 🛠️ Users can input parameters and generate outputs that can be integrated into their codebase, avoiding the need to manually handle prompts within the code.
  • 🌐 Wordware is inspired by Notion but is designed to work better for programming tasks, providing a fluid and minimalistic interface that is user-friendly for both new and experienced programmers.
  • 📈 The company is growing its product with the community at its core, using community examples to show what's possible with AI agents and encouraging feedback and contributions.
  • 🏢 The platform is used by different categories of users, including SMBs, enterprises, and individuals looking to create proofs of concept or integrate AI into their projects.
  • 🌐 Wordware enables the execution of code and can generate outputs such as JSON, HTML, and even host websites, demonstrating the potential for AI to assist in a wide range of programming tasks.
  • 🎁 The company is offering unlimited free credits for users with IP addresses from Poland, encouraging widespread use and feedback on the platform.

Q & A

  • What is Wordware AI and how does it differ from a chatbot building company?

    -Wordware AI is an IDE for programming using natural language. Unlike a chatbot building company, Wordware focuses on creating complex AI orchestrations and providing the right schema for AI engineers to work with English as their main programming language, enabling them to interact with various foundational models through a web-hosted IDE.

  • How does Wordware AI aim to improve the feedback loop for domain experts?

    -Wordware AI aims to close the feedback loop in a matter of minutes instead of the usual half a day to a week. This is achieved by enabling domain experts to communicate directly with the AI through the codebase, reducing the time it takes to iterate and refine AI outputs.

  • Can you explain the concept of 'prompt programming' as introduced in the demo?

    -In the demo, 'prompt programming' refers to the new way of programming where natural language prompts are used to instruct AI models. It involves using commands and functions that resemble traditional programming constructs but are adapted to work with the non-deterministic nature of large language models (LLMs).

  • What is the significance of loops and conditional statements in the context of Wordware AI?

    -Loops and conditional statements are important concepts taken from traditional programming and adapted for use with LLMs in Wordware AI. They enable users to create more complex and dynamic interactions with AI, making it possible to build applications that can respond to various conditions and perform iterative tasks.

  • How does Wordware AI handle the integration of different AI models?

    -Wordware AI allows users to select and integrate different AI models on the spot, enabling them to experiment and choose the best model for their specific task. This flexibility allows for the creation of more sophisticated AI orchestrations that can leverage the strengths of various models.

  • What is the purpose of the 'generating JSON' example shown in the demo?

    -The 'generating JSON' example demonstrates how Wordware AI can be used to create structured data outputs. It shows the process of defining a greeting function, generating JSON with a name, and then using that data to create a more complex application flow.

  • How does Wordware AI facilitate the creation of applications like the 'Doggo' startup website?

    -Wordware AI provides the tools to generate HTML code and host a website based on user input. In the 'Doggo' example, the user provides an idea and a name for a startup, and Wordware AI generates the necessary HTML to create and host a basic website for the business.

  • What are 'prompt chains' or 'Cascades' in the context of Wordware AI?

    -Prompt chains or Cascades in Wordware AI refer to the process of linking together multiple AI model calls and user inputs to create a complete application. This allows for the creation of complex workflows that can perform a series of tasks in response to a single user input.

  • How does Wordware AI plan to grow its product with the community?

    -Wordware AI plans to grow its product by engaging with the community to showcase the possibilities of AI agents. The community provides examples and use cases, which helps to inspire and guide the development of new features and applications.

  • What is the significance of the 'React' paper mentioned in the demo?

    -The 'React' paper introduces the concept of prompting an AI agent to correct itself, write code, and use tools to solve arbitrary tasks. It demonstrates a method of interacting with AI that involves a specific format of questions, actions, inputs, and observations, which is repeated to achieve a solution.

  • How can users access Wordware AI and provide feedback?

    -Users can access Wordware AI by registering on their platform. The company has also offered unlimited free credits for users with IP addresses from Poland as a way to encourage usage and gather feedback. They are open to feedback and are eager to hear from users to improve their tool.

Outlines

00:00

💡 Introduction to Wordware and AI Engineering

This paragraph introduces Wordware, a concept similar to software but focused on using words for AI programming. The speaker explains that Wordware aims to provide AI engineers with the right tools to program with English as the main language, enabling precise AI agent development. The platform offers a schema for AI orchestration and a web-hosted IDE for interacting with foundational models. The speaker also emphasizes that they are not a chatbot building company but rather create complex AI orchestrations. The immediate goal is to streamline the process of domain experts communicating with engineers, reducing the feedback loop from days to minutes, and demonstrates this with a 'hello world' example using AI models and a web-hosted application.

05:00

🚀 Expanding AI Capabilities with Community and Enterprise Integration

The second paragraph discusses the company's growth strategy, which includes building a community to showcase AI capabilities, attracting SMBs to use their product for AI integration, and working with enterprises to create proof-of-concepts. The speaker also mentions a paper on 'react', which involves prompting an AI agent to self-correct and use tools to solve tasks. The interface is praised for its fluidity and minimalistic design, which is user-friendly for newcomers to programming. Examples are given of how the system can execute code to find information, such as Bitcoin prices, and generate outputs like websites for startups. The speaker highlights the potential for AI to evolve from a knowledge retrieval tool to a reasoning engine, and the importance of community involvement in expanding AI capabilities. Finally, the speaker announces a special offer for users from Poland with unlimited free credits, encouraging feedback and further exploration of the tool.

Mindmap

Keywords

💡Wordware AI

Wordware AI is the main subject of the interview and refers to an innovative IDE (Integrated Development Environment) designed for programming using natural language. It is a tool that aims to transform the way AI engineers work by allowing them to program with English as their main language, which is a departure from traditional coding methods. The tool is presented as a solution to the lack of proper tooling for AI engineers who wish to harness the power of AI agents more effectively.

💡AI orchestration

AI orchestration is a key concept in the script, referring to the complex arrangement and management of different AI models to work together in a coordinated manner. The interviewee explains that Wordware AI facilitates this by enabling users to interact with various foundational models and orchestrate them to achieve desired outcomes, which is central to the tool's functionality.

💡Prompting

In the context of the video, 'prompting' refers to the method by which users interact with AI systems, providing them with instructions or questions to generate responses or perform tasks. The script discusses how current prompting is often embedded within codebases, which can slow down the feedback loop, but Wordware AI aims to streamline this process.

💡Codebase

A codebase is the collection of all the source code files for a given project. In the script, it is mentioned that currently, prompting AI systems is happening within the codebase, which requires domain experts to communicate with engineers to close the feedback loop, a process that Wordware AI aims to expedite.

💡LLM (Large Language Model)

LLM stands for Large Language Model, which is a type of AI system that can process and generate human-like text based on the input it receives. The script discusses how Wordware AI utilizes LLMs to execute code and generate outputs, emphasizing the non-deterministic nature of these models and how the tool works with this characteristic.

💡Conditional statements

Conditional statements are a fundamental concept in programming that allows for decision-making within the code. The script describes how Wordware AI incorporates conditional statements to work with the inherently non-deterministic nature of LLMs, enabling more complex and precise AI orchestrations.

💡API (Application Programming Interface)

An API is a set of rules and protocols for building and interacting with software applications. The interviewee demonstrates how Wordware AI can integrate with APIs, such as the CoinGecko API for retrieving Bitcoin prices, to perform tasks and generate outputs dynamically.

💡JSON (JavaScript Object Notation)

JSON is a lightweight data interchange format that is easy for humans to read and write and for machines to parse and generate. The script shows an example of generating a JSON object with a name and greeting, illustrating how Wordware AI can handle data structures commonly used in programming.

💡Speech synthesis

Speech synthesis refers to the artificial production of human-like speech. In the script, it is mentioned that Wordware AI can utilize speech synthesis to convert text into spoken words and even output them as MP3 files, showcasing the tool's capability to integrate with different types of AI models.

💡Community Marketplace

The concept of a Community Marketplace is introduced as a potential feature for Wordware AI, where users could share and access examples of AI orchestrations created by the community. This would serve as a platform to showcase the possibilities of AI agents and foster collaboration among users.

💡POC (Proof of Concept)

A POC is a demonstration of the potential of a certain idea or solution, often used in enterprise settings to validate the feasibility of a project before full-scale development. The script mentions that enterprises can use Wordware AI to create POCs for their clients, providing a working product as a tangible demonstration of the concept.

Highlights

Wordware AI enables programming using natural language within a web-hosted IDE.

The IDE allows users to interact with various foundational models and orchestrate them effectively.

Wordware AI is not a chatbot-building company but focuses on complex AI orchestrations.

The platform shortens the feedback loop between domain experts and engineers from days to minutes.

The IDE supports prompt-based programming, starting with simple 'Hello, world' examples.

Users can create loops, conditional statements, and code execution within the IDE.

The platform integrates multiple models, including image-enabled ones, for various tasks.

Wordware AI allows the creation of complex applications using natural language prompts.

Functions can be written in code and referenced within the IDE for seamless integration.

The IDE supports generating and manipulating JSON data through natural language.

Wordware AI offers a community-driven approach to showcase potential applications.

The platform supports prompt chains or cascades to create fully functioning applications.

Examples include generating HTML for websites based on user-provided ideas.

The IDE can integrate external APIs and execute code on servers for real-time responses.

The platform is accessible now, with special incentives for users in Poland.

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