Install Devika Locally on Windows - Agentic AI Software Engineer

Fahd Mirza
21 Mar 202408:14

TLDRThe video discusses Diva, an AI software engineering tool similar to Devon, which translates plain English prompts into full programs. While Diva is still evolving and not as advanced as Devon, it's an open-source project with an MIT license. The tool requires an OpenAI API key and can be used locally. The video provides a step-by-step guide on installing Diva on Windows, including setting up the backend server and user interface. Diva's architecture includes a central agent core that coordinates AI planning, reasoning, and execution, along with modules for research, code generation, and knowledge storage. Despite its limitations, Diva represents a promising step towards more advanced AI programming tools.

Takeaways

  • 🤖 Diva is an AI software engineering tool that allows users to specify requirements in plain English to generate a complete program.
  • 🔍 It is considered an alternative to Devon, another AI programming tool, but it is not as advanced and is still evolving.
  • 📜 Diva is open-source with an MIT license, allowing users to modify, fork, and deploy the code as they wish.
  • 💡 To use Diva, users need an OpenAI API key, which requires a paid account on the OpenAI platform.
  • 🔧 Diva can be installed locally and used with the OpenAI API key, as demonstrated in the video tutorial for Windows users.
  • 📊 Python 3 and Git are prerequisites for installing Diva, along with other dependencies that are installed via pip.
  • 🛠️ The configuration file for Diva requires users to input their API key and can optionally use a Microsoft Azure subscription for web search capabilities.
  • 🌐 Diva's architecture includes a user interface, an agent core for AI planning and execution, and various sub-agents and modules for task completion.
  • 🔢 It supports multiple programming languages and can handle high-level objectives, keyword extraction, and web browsing for research.
  • 🔄 Diva has a learning component that stores and retrieves project-specific information, code snippets, and knowledge for efficient access.
  • 🚧 Despite its promising features, Diva is not yet production-ready and has several limitations that need to be addressed.

Q & A

  • What is the primary function of the AI software engineer named Devon?

    -Devon is an AI software engineer that allows users to specify requirements in plain English and creates a complete program end-to-end based on the plain English prompt.

  • What are some of the tools similar to Devon mentioned in the script?

    -The script mentions Auto Dev, Auto GPT, and Diva as tools similar to Devon, which are designed to assist in software development tasks.

  • What is the current status of Diva according to the speaker's opinion?

    -The speaker considers Diva to be a very early project that is still evolving. It is open-source and has an MIT license, but it is not yet on par with Devon.

  • What are the requirements for using Diva?

    -To use Diva, one needs an OpenAI API key (which is a paid option), Python 3 installed, and the get command installed on their system.

  • How does one obtain an OpenAI API key?

    -To obtain an OpenAI API key, one must visit the OpenAI platform at openai.com, create a paid account, and fund it to use the API key.

  • What is the purpose of the configuration file in Diva?

    -The configuration file in Diva is used to input the user's API key and set up other necessary configurations for the program to function correctly.

  • What components does Diva's architecture consist of?

    -Diva's architecture includes a user interface (chat interface), an agent core that orchestrates AI planning, reasoning, and execution, sub-agents and modules for task accomplishment, a research module for keyword extraction and web browsing, and a code generation module.

  • Which programming languages does Diva support?

    -Diva supports various programming languages, including Python, JavaScript, and others as specified in the configuration file.

  • How does Diva utilize its research module?

    -Diva's research module uses keyword extraction and web browsing capabilities to gather relevant information for the task at hand, aiding in the planning and execution process.

  • What is the current limitation of Diva mentioned in the script?

    -The current limitation of Diva mentioned in the script is the lack of support for local LLMs (Large Language Models) and the need for further development to become a serious competitor to Devon.

  • How can users access Diva's user interface?

    -Users can access Diva's user interface by running the 'bun run' command in the Diva's directory, which starts the backend server, and then navigating to http://localhost:3000 in a web browser.

Outlines

00:00

🤖 Introduction to Diva: An AI Software Engineering Tool

This paragraph introduces Diva, an AI software engineering tool that aims to be an alternative to Devon. It highlights that Diva is an open-source project with an MIT license, allowing users to modify, deploy, and fork the code as they wish. The speaker shares their opinion that Diva is still evolving and not yet on par with Devon. It requires an OpenAI API key, which is a paid service, and users must have Python 3 and Git installed on their systems to use Diva. The speaker also provides a brief tutorial on how to clone the Diva repository, install its requirements, and configure it with the API key.

05:01

🛠️ Setting Up Diva and Its Architecture

The second paragraph delves into the process of setting up Diva, including running the backend server and compiling the user interface. It describes the user interface as a chat-based platform accessible via a web browser. The speaker provides an overview of Diva's architecture, which includes a central agent core that coordinates AI planning, reasoning, and execution. It also mentions sub-agents and modules, a research module for keyword extraction and web browsing, and a coding module. Diva supports various programming languages and allows for project-specific information storage and retrieval. The speaker concludes by noting that Diva is not yet production-ready but shows promise as a potential competitor to Devon in the future.

Mindmap

Keywords

💡AI software engineer

The term 'AI software engineer' refers to a professional who specializes in the development of software applications that utilize artificial intelligence. In the context of the video, it describes the role of AI tools like Devon and Diva, which are designed to assist in software development by interpreting plain English prompts to create programs. These AI systems aim to streamline the coding process and reduce the complexity involved in software engineering tasks.

💡Open source

Open source refers to a type of software licensing where the source code is made publicly available, allowing anyone to view, use, modify, and distribute the software freely. The video mentions that Diva is an open-source project with an MIT license, which means it encourages community involvement and collaboration by permitting users to alter and share the code as they wish.

💡API key

An API key is a unique code that allows secure access to an application's programming interface. In the video, the need for an OpenAI API key is emphasized for using Diva, which indicates that the tool relies on external services to function. The API key is necessary for accessing the AI capabilities provided by OpenAI, such as machine learning models, and is typically obtained after subscribing to the service and paying any associated fees.

💡GitHub

GitHub is a web-based hosting service for version control using Git. It is a platform where developers share and collaborate on code, manage projects, and build software. In the context of the video, GitHub is where the Diva project is hosted, allowing users to clone the repository, contribute to the code, and utilize the tool by following the instructions provided in the repository.

💡Python 3

Python 3 is the latest version of the Python programming language, an interpreted, high-level, and general-purpose dynamic programming language. The video specifies that Python 3 is a prerequisite for installing and running Diva, indicating that the tool is built on this programming language's framework and leverages its capabilities for software development tasks.

💡Requirements.txt

A 'requirements.txt' file is used in Python projects to list the external dependencies of a project, detailing the specific versions of packages needed. In the video, the process of installing Diva involves using 'pip install -r requirements.txt' to automatically install all the necessary libraries and dependencies from this file, ensuring that the environment is correctly set up for running the Diva tool.

💡Config file

A configuration file, often简称 as 'config', is a file used to store settings for a software application. In the video, the config file for Diva is mentioned as a critical component where the user must input their API key for the tool to function. This file is essential for customizing the behavior of the software to match the user's or developer's preferences or requirements.

💡Backend server

A backend server refers to the part of a software system that operates in the background, managing the application's logic, database, and communication between the front-end user interface and the database. In the video, setting up the backend server for Diva is described as a necessary step to download and run the tool, which suggests that Diva relies on server-side components to process and manage tasks assigned to it.

💡User interface

The user interface (UI) is the space where interactions between users and a computer system occur, encompassing the design of the screens, buttons, and other visual elements that users interact with. In the context of the video, the user interface for Diva is a chat interface that allows users to input their requirements and receive responses from the AI, illustrating the tool's capability to engage with users in a conversational manner.

💡Agent core

The 'agent core' is a central component in Diva's architecture responsible for coordinating the AI's planning, reasoning, and execution processes. It communicates with various sub-agents and modules to complete tasks. This term highlights the modular design of Diva, where different components work together to break down high-level objectives into actionable steps and make decisions based on the current context.

💡Research module

The research module in Diva is a specialized component that utilizes keyword extraction and web browsing capabilities to gather relevant information for the task at hand. This module is an example of how Diva can automate certain aspects of software development, such as research, by searching the web and extracting data to inform the coding process, thereby potentially saving time and effort for developers.

Highlights

Devon's popularity stems from its ability to create programs from plain English prompts.

Auto Dev and Auto GPT are similar tools to Devon, aiming to automate software development.

Diva is an open-source project with an MIT license, allowing users to modify and deploy the code freely.

Diva is still evolving and has limitations, but it's a promising start in the AI software engineering space.

To use Diva, you need an OpenAI API key, which requires a paid account on the OpenAI platform.

Diva's GitHub repository lacks instructions for using it with the AMA open source model, indicating ongoing development.

The installation process for Diva involves cloning the GitHub repository and installing requirements with pip.

Python 3 and Git are prerequisites for installing Diva on a Windows system.

The configuration file for Diva requires you to input your API key for functionality.

Diva's architecture includes a user interface, an agent core for AI planning and execution, and various sub-agents and modules.

Diva supports multiple programming languages, including Python and JavaScript.

The research module of Diva uses keyword extraction and web browsing to gather information for tasks.

Diva has a separate module for code generation based on plans, research, and user requirements.

The configuration file allows specifying a database for storing and retrieving project-specific information.

Diva's potential as a genuine competitor to Devon is recognized, though it's not yet production-ready.

The video provides a step-by-step guide on setting up and running Diva on a Windows system.

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