Sentient Agent : This AI Agent can DO ANYTHING & CONTROL YOUR BROWSER (Generate Apps, Code, RAG,etc)

AICodeKing
17 Sept 202411:21

TLDRDiscover the capabilities of Sentient Agent, an open-source project that controls your browser with just three lines of code. It utilizes Chrome Dev mode and can be integrated with APIs like OpenAI and Together AI for tasks such as web searches, fetching stock prices, and even finding flight deals. The AI-driven browser automation tool operates without relying on screenshots, offering a privacy-friendly alternative to traditional automation methods.

Takeaways

  • 🌐 Sentient Agent is an open-source project that can control a web browser.
  • 🔑 It operates using just three lines of code and Chrome Dev mode.
  • 🛠️ No screenshots are used; it fetches page code and queries the LLM for actions.
  • 📝 It can be set up with local models and open-source models like OpenAI and Together AI.
  • 🔍 Demonstrated tasks include searching for videos on YouTube and checking stock prices.
  • 💻 It can handle complex tasks such as finding the cheapest flights between cities.
  • 📋 Custom instructions can be added for specific actions, like direct YouTube searches.
  • 🔄 The process involves generating a plan and then executing it within the browser.
  • 🔗 It has potential for automating form filling and other web-based tasks.
  • 🔄 The video provides a step-by-step guide on how to install and use Sentient Agent with different AI providers.
  • 🚀 The presenter expresses excitement about the potential integration of this tool into various workflows.

Q & A

  • What is Sentient Agent?

    -Sentient Agent is an open-source project that allows users to run a browser-controlling agent with just three lines of code.

  • How does Sentient Agent control the browser?

    -Sentient Agent uses Chrome Dev mode to control the browser. It fetches the code of the page and then queries the LLM (Large Language Model) on what to do next, clicking elements as needed.

  • What are the requirements to run Sentient Agent?

    -To run Sentient Agent, you need to run an instance of Chrome Dev, set up your OpenAI API key, and run the provided three lines of code with the task you want the agent to perform.

  • Does Sentient Agent use screenshots to control the browser?

    -No, Sentient Agent does not use screenshots. It automates tasks by fetching the page code and interacting with it programmatically.

  • Can Sentient Agent work with local models?

    -Yes, Sentient Agent can work with local models as well as with OpenAI, making it versatile for different use cases and environments.

  • How can you install Sentient Agent?

    -You can install Sentient Agent using the command 'pip install sentient' in your terminal.

  • What is an example of a complex task Sentient Agent can perform?

    -Sentient Agent can perform complex tasks such as searching for the cheapest flights between two cities, which involves navigating websites and extracting specific information.

  • Can Sentient Agent be used with other AI providers besides OpenAI?

    -Yes, Sentient Agent can be configured to work with other AI providers like Together AI, and it can also be used with local models like LLaMA.

  • How does Sentient Agent handle tasks that require multiple steps, such as searching for a video on YouTube?

    -Sentient Agent generates a plan for the task and then executes it step by step, handling multiple steps automatically without requiring manual intervention.

  • What are some potential use cases for Sentient Agent?

    -Potential use cases for Sentient Agent include form filling, web automation, data extraction, and any task that involves interacting with web pages in a dynamic way.

Outlines

00:00

🌐 Introducing Sentient: Browser Automation with AI

The video introduces 'Sentient,' an open-source project that enables browser automation through AI. It's capable of controlling the entire browser with just three lines of code, utilizing Chrome's Dev mode. The process involves setting up an instance of Chrome Dev, configuring an OpenAI API key, and running the script with a specified task. Sentient operates by fetching the page's code and querying the AI on subsequent actions, differentiating itself from screenshot-based automation. It's compatible with both local models and OpenAI, showcasing its versatility in automation tasks.

05:00

🔍 Demonstrating Sentient's Capabilities with Practical Examples

The host demonstrates Sentient's capabilities by performing tasks such as searching for 'AI Code King' on YouTube and fetching the current stock price of Apple. The script generates a plan and executes it, showcasing its effectiveness. The video also explores the possibility of adding custom instructions to streamline tasks, like directly searching through YouTube. A more complex example involves finding the cheapest flights between Chicago and Los Angeles, highlighting the tool's potential for practical applications in form filling and similar tasks.

10:16

🤖 Expanding Sentient's Functionality with Together AI and LLM

The video continues by showing how to integrate Sentient with Together AI and LLM (Large Language Models). After signing up for Together AI and obtaining an API key, the script is modified to use this service, allowing for tasks like searching for the host's channel on Google. The process is repeated with LLM, specifically using the 'llama' model. The video concludes with a demonstration of navigating to YouTube and searching for the host's channel, emphasizing the potential for Sentient to be integrated into various workflows for dynamic web page tasks.

🚀 Wrapping Up and Encouraging Viewer Engagement

In the concluding part, the host expresses optimism about the potential integration of Google's Chrome support, which could significantly enhance the speed and efficiency of Sentient. The video wraps up with a call to action for viewers to share their thoughts in the comments, donate to the channel, become a member, like the video, and subscribe for more content. The host bids farewell, promising to see the audience in the next video.

Mindmap

Keywords

💡Sentient Agent

Sentient Agent refers to an open-source project that enables the control of a web browser through a few lines of code. In the video, it is highlighted as a tool that can automate tasks within a browser, such as searching for information or filling out forms, without the need for manual intervention. It is showcased as a powerful tool that can integrate with various AI models and perform complex tasks, making it a dynamic solution for web automation.

💡Open-source project

An open-source project is a collaborative effort in which the source code is made available to the public, allowing anyone to view, use, modify, and distribute the software. In the context of the video, the Sentient Agent is an open-source project that allows users to control their browser with minimal coding, emphasizing the accessibility and community-driven nature of the tool.

💡Chrome Dev mode

Chrome Dev mode is a developer-focused mode in Google Chrome that provides additional features and tools for debugging and testing web applications. The video script mentions that the Sentient Agent uses Chrome Dev mode to control the browser, indicating that it leverages advanced browser functionalities for its automation capabilities.

💡API key

An API key is a unique identifier used to authenticate requests to an application programming interface (API). In the video, setting up an OpenAI API key is mentioned as a necessary step to use the Sentient Agent, which implies that the agent interacts with AI services that require authentication to access their features.

💡Local models

Local models refer to AI models that are hosted and run on the user's own machine rather than on a remote server. The video discusses the ability of the Sentient Agent to work with local models, suggesting that it can be used in environments where internet connectivity might be an issue or where there is a preference for on-premise processing.

💡Together AI

Together AI is mentioned as a service provider that offers AI models for various applications. In the video, the Sentient Agent is shown to be compatible with Together AI, allowing users to utilize its models for tasks such as web browsing automation, demonstrating the agent's flexibility with different AI service providers.

💡AMA

AMA, or AI Model Addon, is a term used in the video to refer to a specific type of AI model that can be used with the Sentient Agent. The script shows how to configure the agent to use an AMA model, indicating that the agent is designed to be adaptable to various AI models and platforms.

💡Form filling

Form filling is the process of automatically entering data into web forms. The video script mentions form filling as one of the potential applications of the Sentient Agent, highlighting its utility for automating repetitive tasks on the web.

💡Dynamic tasks

Dynamic tasks are tasks that require real-time decision-making and adaptation based on the current state of the environment. The video describes the Sentient Agent as capable of performing dynamic tasks on web pages, suggesting that it can handle complex scenarios that may require decision-making and interaction with web elements.

💡Automation

Automation refers to the use of technology to perform tasks with minimal human intervention. The video's main theme revolves around the automation of browser tasks using the Sentient Agent, emphasizing the efficiency and convenience that such automation can bring to users.

Highlights

Sentient Agent is an open-source project that can control your browser.

It operates with just three lines of code.

Uses Chrome Dev mode for browser control.

No need for screenshots, it fetches page code and queries the AI.

Works with local models as well as OpenAI.

Installation is simple with 'pip install sentient'.

A Python file is required to run the agent with a specified task.

Chrome Dev instance must be running to use Sentient Agent.

The agent can perform tasks like searching for 'AI code King' on YouTube.

It generates a plan and executes it to complete tasks.

Can also find the current stock price of companies like Apple.

Custom instructions can be added for more complex tasks.

Useful for form filling and similar repetitive tasks.

Can search for the cheapest flights between cities.

Integration with Together AI provides free credits and an API key.

Together AI can be used by changing the provider in the script.

Llama models can be used for local AI control.

The agent can navigate to YouTube and search for channels.

Works well but may take more time with local models like Llama.

The agent can be integrated into workflows for dynamic web tasks.

Support for Google Chrome is hoped to be added for faster operations.

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