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At Reworkd, we iterated on all these problems across tens of thousands of real web tasks to build a powerful perception system for web agents... Tarsier! In the video below, we use Tarsier to provide webpage perception for a minimalistic GPT-4 LangChain web agent. Tarsier visually tags interactable elements on a page via brackets + an ID e.g. [23]. In doing this, we provide a mapping between elements and IDs for an LLM to take actions upon (e.g. CLICK [23]). We define interactable elements as buttons, links, or input fields that are visible on the page; Tarsier can also tag all textual elements if you pass tag_text_elements=True. ...

...It opens the ability to play any retro games on a web-browser directly, which are fully compatible with multi-platform like Desktop, Android, IOS. In ideal network condition and less resource contention on servers, the game will run smoothly as in the video demo. Because I only hosted the platform on limited servers in US East, US West, Eu, Singapore, you may experience some latency issues + connection problem. You can try hosting the service following the instruction the next section to have a better sense of performance.

Vehicle Sales Management System Built on Codeigniter 2.x Framework Features : Front End with Vehicles Added from Back-end with details Back-end login system for admins, employees Different Controlling for Admin and Employee New Employee Adding for doing Sales , Adding new vehicles Admin Features : # Add, Edit , Delete almost anything(Including new users), Sell vehicles, See customer Details Employee Features : # Add vehicles only and Sell them to new clients with their details ------------------------------------------------------------------------- Others : Used CodeIgniter Active record for DB query, Basic Parser use of codeigniter, uses cool template for backend with a lot of effects, form validation with codeigniter Database is included in the folder. Uses Datatables with sorting , filtering , and date to date range for getting result Change DB & URL as the video Shows localhost. Contact : dranger2011@gmail.com for any help. For Pro version Contact me.

Negine GZip XML Mobile Catalog is a core ("engine") of the client-server application with the open source code. Data transfer is based on use of GZip and XML