Memory Model

Supermemory unifies user profiling, a vector memory graph, and rapid retrieval into a single API, extracting PDFs, web pages, images, and syncing from Notion, Slack, Google Drive, Gmail, S3. It integrates via TypeScript, Python, or REST.

EverMemOS is a long-term memory operating system for AI agents that converts interactions into structured MemUnits, organizes hierarchical adaptive memory graphs, and provides indexed retrieval, reranking, and APIs to enable persistent, context-aware, stateful behavior across sessions.

Pieces stores and organizes work‑related context—code, docs, chats—within familiar tools, creating OS‑level long‑term memory. It supports real‑time LLM context via local plugins, letting users keep data on‑device or sync to a chosen cloud, aiding continuity for teams.

Memu is an agent memory system that enables AI agents to store and retrieve structured customer memories, enhancing engagement. It offers seamless integration with existing applications, real-time monitoring, and behavior optimization for improved operational efficiency.

Remind AI is an open‑source memory system that records and indexes digital activity. It stores data from email, messaging, and document editors in a structured graph, enabling users to retrieve past actions and files with natural language via local LLMs.

The AI coach helps users improve their thinking skills by generating mental models and encouraging different perspectives.

Memorr.AI is a Mac/Windows desktop app that preserves context across AI chats using a split-screen chat plus visual memory canvas, enabling branching conversations, multi-model use, local storage, BYOK, and exportable memory for long-term workflows.

Cognee is an open-source agent memory platform that captures context, builds graph and vector memory, and enables persistent, searchable recall across sessions via an SDK, memory API, connectors (S3, Slack, Notion, Drive) and governance controls.

Mem is an AI knowledge‑base that consolidates notes, research, and meeting transcripts into a searchable hub. It auto‑extracts key points, groups content, and answers queries, aiding students, professionals, and teams in quick information retrieval.

Cerebras provides a wafer-scale AI accelerator and software stack that enables single-node training of very large LLMs, high-throughput low-latency inference (GLM-4.6 at 1,000 TPS), PyTorch SDK, deployment options, and MLOps tooling.

LLM Arena enables users to compare multiple large language models side-by-side, analyzing features like accuracy and capabilities. It supports up to 10 models, facilitating informed decision-making for researchers and developers in selecting the right LLM for their needs.

Recall is an AI-driven knowledge management tool that organizes and retrieves information efficiently. It summarizes content, uses an interactive knowledge graph, supports spaced repetition, and ensures cross-platform accessibility while prioritizing user data privacy.

ANUMA AI is a private, local-first chat platform that uses a unified memory layer to preserve full conversation context when switching between AI models. It ensures user control and data privacy with client-side encryption, no external logging, and support for leading open-source models.

Mem.ai is an AI-powered workspace that simplifies information management and collaboration, automates tasks, and facilitates knowledge sharing.

MyMemo is an AI-powered knowledge management tool that simplifies organizing and accessing personal data. It provides AI-driven recaps, tailored collections, and extracts essential insights for efficient information retrieval.

DeepSeek Free provides browser access to 671-billion‑parameter DeepSeek-R1/V3 models for conversational Q&A, code assistance, math solving, and document/image-aware NLP; supports direct use without login, workflow integration, customization, and encrypted data handling.

VModel provides a unified REST API that lets developers deploy and run custom or community‑built models with a single line of code. It supports Node.js, Python, and cURL for image, text, and video tasks, automatically scaling for production workloads.

ModelsLab offers API‑based generative AI for image, video, audio, and language tasks, including editing, generation, and voice synthesis. It supports GPU server deployment, custom workflows, fine‑tuning, and LoRA adaptation for creators and developers.

Inception Labs' diffusion-based large language models (dLLMs) offer faster, more efficient, and cost-effective text generation than traditional autoregressive models. With built-in error correction, multimodal support, and structured output control, they excel in function calling and complex data ge

MindSpore is a comprehensive AI framework designed for algorithm engineers and data scientists, facilitating the development, deployment, and management of AI models across various platforms. Its key features include built-in support for distributed training and hardware optimization, ensuring scala

llongterm is a memory-focused AI tool that enhances chatbots and virtual assistants by enabling contextual memory retention. It supports personalized interactions across various applications, including education and customer support, and is compatible with multiple programming languages.

Memento Database is a cross-platform, customizable database application that allows users to manage and organize data without coding. It supports automation, collaboration, and various visualization options, making it suitable for personal and business needs.

Falcon is an open‑source LLM family by the Technology Innovation Institute, spanning 0.09‑180 B parameters. It offers efficient Falcon‑H1 series, Arabic variants, multimodal Falcon‑3, and Falcon‑Mamba 7B, all under permissive licenses.

HereAfter AI captures and securely stores audio interviews with accompanying photos. A voice‑guided interface lets family members retrieve stories by topic or date, and only authorized recipients can access the content, available on web or mobile.

Bethge Lab develops data‑centric, lifelong learning AI models for multimodal knowledge retrieval, theorem proving, and scientific forecasting, using compositional representations to prevent forgetting and mechanistic interpretability tools to model neural coding and attention.

TypingMind unifies ChatGPT, Gemini, Claude, and other LLMs in one interface, enabling parallel chats, project folders, tagging, search, and built‑in tools for documents, images, and code, plus features like agent building, prompt chaining, RAG, voice, canvas, and plugins.

Cross‑platform personal knowledge manager consolidating notes, bookmarks, articles, images, and quotes into one private space. Auto‑classifies content, generates AI summaries, and enables search by color, keyword, brand, or date. Real‑time sync across iOS, Android, macOS, Chrome, Edge, and Safari.

llmarena.ai offers side-by-side LLM comparisons across major providers, showing specs like context window, output capacity, modality and routing options. Filters and role-based categories help developers, ML engineers, product managers and researchers select suitable models.

gpt-oss playground provides open-weight demos of gpt-oss-120b and 20b for infrastructure testing, distributed and on-device inference, benchmarking, API integration, and reproducible research, with adjustable reasoning levels and visible-reasoning for diagnostics. Demo-only; validate outputs.

Memories.ai leverages AI for fast video analysis, identifying patterns and activities to enhance workflow efficiency. It offers real-time insights, automates tasks, and aids decision-making, streamlining marketing, security, and content discovery processes.

31Memorize uses machine learning and spaced repetition to optimize English vocabulary learning. It offers a curated library, personalized review schedules, a vocabulary search engine, and mnemonic techniques to enhance retention and improve learning efficiency.

Cherry Studio is a desktop application for Windows and macOS that enables users to switch between multiple AI language models effortlessly. It offers straightforward installation, rapid conversation completion, and strong community support for enhanced user engagement.

The Full Stack offers a complete AI lifecycle curriculum, covering prompt engineering, LLMOps, deep learning, GPU selection, model monitoring, ethics, and MLOps. It trains developers, product managers, and researchers to design, build, and deploy AI applications.

commandcode.ai is a developer-centric CLI tool for interacting with multiple large language models, managing sessions with sliding-window memory, and automating long-running AI workflows. It supports model switching, vision tasks, background shell operations, and persisted, resumeable sessions for r

Life Note is an AI‑enabled journaling app linking users to over 1,000 historical mentors. It records entries, encrypts them with AES‑GCM, matches each entry to a mentor for contextual guidance, recognizes patterns, and offers voice transcription.

Braintain Memory App uses visual cues and active recall to aid vocabulary and concept retention. Each concept pairs with an image and example, reinforced by spaced repetition. Topics are organized by subject and difficulty. Distraction‑free interface, no account required, iOS/Android.

MiniGPT-4 is a versatile AI model that can enhance vision-language understanding, generate detailed image descriptions, and teach users to cook through image projection using a frozen visual encoder with Vicuna.

Memno is a privacy-first personal AI assistant that builds a personal knowledge graph from photos, documents, voice notes, emails, contacts and calendars to enable context-aware search, reminders, automated scheduling, multilingual calls and task automation.

Recallify is an AI‑driven app that records voice, transcribes in real time, imports documents for summarisation, extracts tasks, syncs them to calendars, and creates spaced‑repetition quizzes to aid students, professionals, and those with cognitive challenges.

Intern-S1-Pro is a multimodal large model for complex reasoning and technical problem solving, offering long-form mathematical proofs and IMO-level solutions, code generation, debugging and algorithm design, formal logic workflows, Go game analysis, and an API for integration.

CEBRA compresses high‑dimensional behavioral and neural time series into low‑dimensional, interpretable embeddings, supporting supervised and self‑supervised workflows. It preserves consistency across sessions and modalities, enabling accurate cross‑species trajectory decoding and multimodal integra

Remento is an AI tool that transforms family stories into personalized keepsake books. Using Speech-to-Story™ technology, it preserves memories in written form, offering prompts to guide storytelling. Each purchase includes a premium hardcover book.

xmem is a knowledge-sharing tool that centralizes organizational documentation, offers robust API integration, and features real-time data synchronization. Its AI-driven search and role-based access enhance data management and improve teamwork efficiency.

Amnesia is an AI‑powered choose‑your‑own‑adventure tool that lets learners explore specific topics or historical eras at their own pace. It offers branching narratives, real‑time decisions, and personalized prompts to reinforce curriculum, boost engagement, and build critical thinking.

Space of Mind maps real‑time thought patterns, identifies self‑doubt triggers, and delivers neuroscience‑guided daily practice stacks to rewire beliefs. It tracks progress through micro‑steps, aiding mental fitness and measurable mindset shifts.

Penseum is an AI study partner that creates custom study guides, flashcards, and practice questions from your materials. It offers AI tutoring, study roadmaps, and community support for effective learning.

Imagen is a generative AI model by Google DeepMind that produces high-quality, photorealistic images from natural language prompts using advanced diffusion techniques. It supports creative applications in design, media, and content generation.

TreeMind uses AI to convert prompts, images, or documents into structured mind maps and other diagram types. It supports unlimited nodes, real‑time collaboration, multiple export formats, and cross‑platform sync for students, educators, and teams.

Maibrain enables users to create personalized digital agents for knowledge preservation and professional collaboration. It supports various content types and offers features like real-time conversations, voice cloning, and customizable chat experiences across multiple devices.

Memozora is a browser‑based flashcard maker that uses spaced repetition to improve retention. Users create custom decks, choose quiz styles, and use built‑in multilingual dictionaries with AI text‑to‑speech for pronunciation. It supports CSV import/export and cross‑device study.