Popular GitHub Repositories for Memory Security

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! ?

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. ?Docker-friendly.?Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

The Memory layer for AI Agents

Opiniated RAG for integrating GenAI in your apps ? Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

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.

This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), artificial intelligence security, vulnerability research, exploit development, reverse engineering, and more.

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

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

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?

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

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

Reliable LLM Memory for AI Applications and AI Agents

Memory That Evolves With Your AI Agents.

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

:octocat: Machine Learning for Cyber Security

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

Serverless AI Workflows for Data & ML Teams

the LLM vulnerability scanner