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AI Ecosystem

the LLM ecosystem and how it works, you can doomscroll

AI Ecosystem is a pseudo social media feed that algorithmically shows you the LLM ecosystem: 62 tools (model makers, frameworks, agents, vector DBs) plus 22 concept explainers (embeddings, transformers, RAG, evals, running models locally), each with a quick diagram and a plain-English summary you can expand. It demonstrates how even a basic non-ML algorithm with no data from other users can quickly learn what you engage with to suggest you more similar content. The algorithm runs locally and no data leaves your device.

Once AI Ecosystem has loaded, it is available fully offline, and you can even install it as an app by clicking the install button.

Feed engine adapted from xikipedia by rebane2001. Ecosystem data from AILookup.

84 cards: 62 LLM tools plus 22 concept explainers (how embeddings, transformers, RAG and more actually work). The feed learns what you like as you scroll, and concepts link to the tools that implement them.

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Clicking a term opens its source page on index.how/to/articulate.

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About AI Ecosystem

the LLM ecosystem and how it works, you can doomscroll

AI Ecosystem is a pseudo social media feed that algorithmically shows you the LLM ecosystem: 62 tools (model makers, frameworks, agents, vector DBs) plus 22 concept explainers (embeddings, transformers, RAG, evals, running models locally), each with a quick diagram and a plain-English summary you can expand. It demonstrates how even a basic non-ML algorithm with no data from other users can quickly learn what you engage with to suggest you more similar content. The algorithm runs locally and no data leaves your device.


Once AI Ecosystem has loaded, it is available fully offline, and you can even install it as an app by clicking the install button.


Feed engine adapted from xikipedia by rebane2001 (MIT). Ecosystem data from AILookup.