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Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, sparsely activated memory layers complement compute-heavy dense f…

Python 362 29 Updated Dec 12, 2024

MCP server for recursive LLM reasoning. Load context, iterate with search/code/think tools, converge on answers.

Python 14 2 Updated Dec 23, 2025

The filesystem for agents.

Rust 1,226 65 Updated Dec 23, 2025

ZeroFS - The Filesystem That Makes S3 your Primary Storage. ZeroFS is 9P/NFS/NBD on top of S3. Initially built for www.merklemap.com

Rust 1,415 49 Updated Dec 22, 2025

A fully customizable and self-hosted sandboxing solution for AI agent code execution and computer use. It features out-of-the-box support for backtracking, a simple REST API and Python SDK, automat…

Go 727 69 Updated Jun 2, 2025

😊 TPTT: Transforming Pretrained Transformers into Titans

Python 48 Updated Nov 24, 2025

A Reproduction of GDM's Nested Learning Paper

Python 487 70 Updated Dec 3, 2025

A toolkit for building multimodal, streaming APIs and UIs

C++ 62 7 Updated Dec 18, 2025

Sparse Contextual Memory Scaffolding - A validated system for continual learning in AI-assisted development

JavaScript 4 Updated Dec 13, 2025

Jax Codebase for Evolutionary Strategies at the Hyperscale

Python 200 16 Updated Nov 20, 2025

Research language for array processing in the Haskell/ML family

Haskell 1,654 115 Updated Jan 25, 2025

Open-Source Dual-Arm Mobile Robot with Motorized Lift

Python 651 76 Updated Dec 18, 2025
TypeScript 111 18 Updated Nov 24, 2025

pctx is the execution layer for agentic tool calls. It exposes custom tools and MCP servers as code that runs in secure sandboxes for token-efficient calls.

Rust 166 19 Updated Dec 22, 2025

A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more.

TypeScript 2,338 103 Updated Dec 22, 2025

Open-source implementation of AlphaEvolve

Python 4,952 763 Updated Dec 23, 2025

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python 17,986 840 Updated Dec 23, 2025

rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.

Rust 9,291 204 Updated Nov 9, 2025

The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curatio…

Python 2,382 237 Updated Nov 7, 2024

A template for building web agents with Stagehand on Browserbase

TypeScript 1,877 327 Updated Dec 18, 2025

A Model Context Protocol server for browsing and interacting with Microsoft SharePoint sites and documents

JavaScript 4 2 Updated Jul 1, 2025

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

TypeScript 371 130 Updated Dec 23, 2025

MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to 'computer-use' by Anthropic. With Zero External Dependencies.

Python 80 15 Updated Dec 19, 2025

This repository contains sample agentic applications in python that can talk to LLM models and perform complex tasks based on user queries.

Jupyter Notebook 14 6 Updated Mar 3, 2025

The Microsoft 365 Agent SDK simplifies building full stack, multichannel, trusted agents for platforms including M365, Teams, Copilot Studio, and Webchat.

PowerShell 621 230 Updated Dec 4, 2025
Python 50 15 Updated Nov 15, 2025

An example notebook to build RAG with Excel files using SQL Agents.

Jupyter Notebook 52 3 Updated Sep 21, 2024

An experiment in durability

TypeScript 831 35 Updated Dec 22, 2025
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