Memex

As We May Think

“Consider a future device ... in which an individual stores all his books, records, and communications, and which is mechanized so that it may be consulted with exceeding speed and flexibility. It is an enlarged intimate supplement to his memory.”

Memex AI Journal App — Open Source, Local-First, iOS & Android

Official Memex site. Download the open-source, local-first AI journal for iOS and Android, view the GitHub source, and organize text, photos, and voice with AI.

Vision and Reality of Hypertext and GUIs: 2.1.13 Microcosm @mprove

Microcosm (cf. 2.1.13) is a research project at the University of Southampton. Like Intermedia five years before, Microcosm is designed around the idea that material of diverse sources and formats should be tied together into one hypertext. To achieve this goal links have to be separated from the documents. They are stored and maintained in special link databases. In contrast to Intermedia, Microcosm plays the active role in gathering the necessary data out of the documents. For each topic it stores data on which documents contain information about it and also where inside the documents the information is located. This elaborated conception of links can be seen more as a kind of Memex’ trails than simple one-to-one links. Given this structure dynamic linking becomes possible. This means that links can be associated with generic text strings. Wherever this string shows up a link is placed automatically. This has the effect that documents that are imported for the first time into Microcosm can have links immediately.

memex — stock phrases that link your posts

A phrasebook of quotable, re-quotable stock phrases — the same wording links otherwise-unrelated posts together, memex-style. Seeded from @tk0l.bsky.social's original thread. Sign in to add your own, kept as records on your own PDS.

Memex

Get access to the long term memory of your chat groups.

Memvid - Give your AI Agent Photographic Memory

Replace complex RAG pipelines with a single portable file that gives every agent instant retrieval and long-term memory.

Every tech product right now.

2.9K votes, 59 comments. 36M subscribers in the memes community. Memes! A way of describing cultural information being shared. An element of a…

Mechanize, Inc.

Mechanize is a software company that builds RL environments and sells them to the leading AI labs.

MemGPT

Memory-GPT (MemGPT) - Towards LLMs as Operating Systems - Teach LLMs to manage their own memory for unbounded context!

Modern problems require outstanding moves

36M subscribers in the memes community. Memes! A way of describing cultural information being shared. An element of a culture or system of behavior…

MemGPT: Towards LLMs as Operating Systems

Large language models (LLMs) have revolutionized AI, but are constrained by limited context windows, hindering their utility in tasks like extended conversations and document analysis. To enable using context beyond limited context windows, we propose virtual context management, a technique drawing inspiration from hierarchical memory systems in traditional operating systems that provide the appearance of large memory resources through data movement between fast and slow memory. Using this technique, we introduce MemGPT (Memory-GPT), a system that intelligently manages different memory tiers in order to effectively provide extended context within the LLM's limited context window, and utilizes interrupts to manage control flow between itself and the user. We evaluate our OS-inspired design in two domains where the limited context windows of modern LLMs severely handicaps their performance: document analysis, where MemGPT is able to analyze large documents that far exceed the underlying LLM's context window, and multi-session chat, where MemGPT can create conversational agents that remember, reflect, and evolve dynamically through long-term interactions with their users. We release MemGPT code and data for our experiments at https://memgpt.ai.

nanomem: An Extremely Simple, Inference-Time Memory Module

nanomem is an extremely simple, user-owned memory module that casts memory management as LLM calls / agent loops on a markdown file tree. You interact with the tree with natural language commands like nanomem add <fact>, nanomem retrieve <query>, and nanomem import <chatgpt>. As such, nanomem is by design interpretable, partitionable, portable, and versioned.

syke/docs/MEMEX_EVOLUTION.md at main · saxenauts/syke

ambient memory agent, your machine's psyche. Contribute to saxenauts/syke development by creating an account on GitHub.

Woah. Letta vs Mem0. (For AI memory nerds)

365 votes, 55 comments. I’m an absolute AI memory nerd, and have probably read every proposal made about memory, and demoed virtually all of the…