Popular GitHub Repositories for Stack Heap Memory

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

A high-throughput and memory-efficient inference and serving engine for LLMs

Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory! ?

The Memory layer for AI Agents

? Assemble, configure, and deploy autonomous AI Agents in your browser.

Agno is a lightweight library for building Multimodal Agents. It exposes LLMs as a unified API and gives them superpowers like memory, knowledge, tools and reasoning.

?? Build multimodal AI applications with cloud-native stack

Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management.

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

Open deep learning compiler stack for cpu, gpu and specialized accelerators

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Alluxio, data orchestration for analytics and machine learning in the cloud

Reliable LLM Memory for AI Applications and AI Agents

ai-generated apps , full stack + generative UI

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

Serverless AI Workflows for Data & ML Teams

? Refly is an open-source AI-native creation engine. Its intuitive free-form canvas interface combines multi-threaded dialogues, artifact, AI knowledge base integration, chrome extension clip & save, contextual memory, intelligent search, WYSIWYG AI editor and more, empowering you to effortlessly transform ideas into production-ready content.

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.