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Shamelessly promoting in here, I created an architecture that allows an AI agent to have those so called "tools" available locally (under the user control), and works with any kind of LLMs, and with any kind of LLM server (in theory). I've been showing demos about it for months now. Works as a middle-ware, in stream, between the LLM server and the chat client, and works very well. The project is open source, even the repo is outdated, but simply because no one is expressing interest in looking into the code. But here is the repo: https://github.com/khromalabs/Ainara. There's a link to a video in there. Yesterday just recorded a video showcasing DeepSeek V3 as the LLM backend (but could be any from OpenAI as well, or Anthropic, whatever).



The lack of interest may be from the crypto aspect:

> While the project will always remain open-source and aims to be a universal AI assistant tool, the officially developed 'skills' and 'recipes' (allowing AI to interact with the external world through Ainara's Orakle server) will primarily focus on cryptocurrency integrations. The project's official token will serve as the payment method for all related services.


Thank you for the feedback... actually I need to update that, the crypto part of my project will be closed source (an specific remote server) but the idea behind the project itself is universal and open since the very beginning, I already developed dozens of skills including a meta-search engine (searches in several engines at once and combines results dynamically, all balanced by the AI) which are open source as well. Crypto just kind of showed itself as way of funding project, with no strings attached, and till this very day no one else showed up.




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