From f54d42f50a2cd71c38996fb8d39f61b9cea0b6bf Mon Sep 17 00:00:00 2001 From: Milla Jovovich Date: Sun, 5 Apr 2026 22:14:15 -0700 Subject: [PATCH] =?UTF-8?q?README:=20AAAK=20works=20with=20local=20models?= =?UTF-8?q?=20too=20=E2=80=94=20Claude,=20GPT,=20Gemini,=20Llama,=20Mistra?= =?UTF-8?q?l?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3421b19..84541ba 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ Other memory systems try to fix this by letting AI decide what's worth rememberi **The Palace** — Ancient Greek orators memorized entire speeches by placing ideas in rooms of an imaginary building. Walk through the building, find the idea. MemPalace applies the same principle to AI memory: your conversations are organized into wings (people and projects), halls (types of memory), and rooms (specific ideas). No AI decides what matters — you keep every word, and the structure makes it searchable. That structure alone improves retrieval by 34%. -**AAAK** — To make all that data usable, MemPalace compresses it with AAAK — a lossless shorthand dialect designed for AI agents. Not meant to be read by humans — meant to be read by your AI, fast. 30x compression, zero information loss. Your AI loads months of context in ~120 tokens. Nothing else like it exists. +**AAAK** — A lossless shorthand dialect designed for AI agents. Not meant to be read by humans — meant to be read by your AI, fast. 30x compression, zero information loss. Your AI loads months of context in ~120 tokens. And because AAAK is just structured text with a universal grammar, it works with **any model that reads text** — Claude, GPT, Gemini, Llama, Mistral. No decoder, no fine-tuning, no cloud API required. Run it against a local model and your entire memory stack stays offline. Nothing else like it exists. **Local, open, adaptable** — MemPalace runs entirely on your machine, on any data you have locally, without using any external API or services. It has been tested on conversations — but it can be adapted for different types of datastores. This is why we're open-sourcing it. @@ -173,7 +173,7 @@ Your AI wakes up with L0 + L1 (~170 tokens) and knows your world. Searches only ### AAAK Compression -AAAK is a lossless dialect — 30x compression, readable by any LLM without a decoder. +AAAK is a lossless dialect — 30x compression, readable by any LLM without a decoder. It works with **Claude, GPT, Gemini, Llama, Mistral** — any model that reads text. Run it against a local Llama model and your whole memory stack stays offline. **English (~1000 tokens):** ```