Llama 3 Web Browsing Agent with Langchain and Groq

Tutorial: How to Use Llama 3 for Web Browsing

Step 1: Setting up Gro API

1. Obtain access to Gro API for language processing.
2. Open a browser window to start the web browsing process.

Step 2: Analyzing Web Elements

1. Imagine yourself as a robot browsing the web like a human.
2. Carefully analyze the bounding box information and web page content to identify the numeric label corresponding to the web element that needs interaction.

Step 3: Interacting with Web Elements

1. Use the following actions in the specified format:
   • Click: Use "click" followed by the numeric label.
   • Type: Use "type" followed by the numeric label and the content.
   • Scroll: Use "scroll" followed by the numeric label and direction (up or down).
   • Wait: Use "wait" for a pause.
   • Go back: Use "go back" to return to the previous page.
   • Answer: Provide the answer directly.

Step 4: Implementing Actions

1. Execute one action per iteration strictly adhering to the provided format.
2. Close any pop-ups that appear during the browsing process.

Step 5: Using Helper Functions

1. Utilize helper functions such as:
   • type: To input text into text boxes on the webpage.
   • scroll: To navigate up or down the webpage.
   • click: To interact with and click on elements on the webpage.
   • wait: To introduce a pause in the browsing process.
   • go back: To return to the previous page.

Step 6: Obtaining Answers

1. Use the prompt function to request answers for specific questions.
2. If an answer is not available, follow the prompt to gather information and take necessary actions.

Step 7: Using the Llama 3 Web Browsing Agent

1. Create the Llama 3 client using Gro API by providing the necessary key.
2. Utilize the client to interact with the web page and receive responses for queries.

Step 8: Testing the Model

1. Ask questions or provide tasks to the Llama 3 agent to observe its responses.
2. Verify if the agent can provide answers, jokes, or perform tasks like playing a song on YouTube.

Step 9: Experiment and Explore

1. Feel free to try out different queries and tasks using the Llama 3 web browsing agent.
2. Explore the capabilities of the model and have fun experimenting with web browsing tasks.

By following these steps, you can effectively use the Llama 3 web browsing agent for various tasks and interactions on the web. Enjoy exploring and interacting with this innovative browsing approach!