PaperBoardOfficial

added highlight manager in browser_use/dom

11

This PR resolves https://github.com/browser-use/browser-use/issues/297

### Bug Description I think we can remove this line in user prompt: Current date and time: 2025-02-09 17:11 This is leading to cache miss for llm, leading to increase...

Idea: Install ublock origin on playwright browser instance

3

### Problem Description I was running one of the examples and it ran into unnecessary ad pages. It increases calls to llm and also bloats the user prompt sent to...

Made click element action more robust

1

Issue link: https://github.com/browser-use/browser-use/issues/629 The issue primarily occurred because the click element didn't acknowledge that the page navigated and it still continued to click on the existing element. Also, the code...

Fixed the screenshot flickering issue

1

Issue link: https://github.com/browser-use/browser-use/issues/673 https://github.com/browser-use/browser-use/issues/663 If the user's monitor size is different from the default viewport size of playwright(which is 1280x720, then the playwright would resize the browser viewport to take...

### Problem Description There are various compression strategies out there for compressing history messages: - Sliding Window Approach : Older messages get summarized based on a compression ratio. - Extractive...

### Problem Description A lot of AI agents like Crew AI and Agent Zero use summarization (via llms) to summarize the history messages. We can implement that logic here. Instead...

### Problem Description Current dom extraction layer test don't contain assertions. So, I'll try to improve the tests by adding assertions and adding more tests to it to verify correct...

Improve planning logic

2

### Problem Description Planning by using only LLMs is not working well. It generates extra information (hallucination). Approach 1 https://arxiv.org/abs/2304.11477 It states that planning by using only llm is not...

Issue link: https://github.com/browser-use/browser-use/issues/727 The task was to add adblocker in the playwright instance. I thought of using Ublock Origin, but Chrome is soon deprecating it because it doesn't follow Manifest...