mem0ai/mem0
Mem0 is an open-source memory layer that enhances AI agents and assistants with personalized, adaptive memory capabilities for improved context-aware interactions across various applications.
Awesome AI Agents › Virtual Assistants
kortix-ai/suna
Suna is an open-source generalist AI agent designed to act on behalf of users to accomplish real-world tasks through natural conversation. It serves as a digital companion for research, data analysis, and everyday challenges by combining powerful capabilities with an intuitive interface that understands user needs and delivers results. The project architecture consists of four main components: a Python/FastAPI backend API that manages REST endpoints, thread management, and integration with large language models (LLMs) such as Anthropic and LiteLLM; a Next.js/React frontend providing a responsive chat interface and dashboard; an isolated agent Docker environment for secure execution of browser automation, code interpretation, file system access, and tool integration; and a Supabase database for data persistence, authentication, user management, conversation history, file storage, agent state, analytics, and real-time subscriptions. Suna's toolkit includes browser automation for web navigation and data extraction, file management for document creation and editing, web crawling and extended search capabilities, command-line execution for system tasks, website deployment, and integration with various APIs and services. These features work together to solve complex problems and automate workflows through simple conversational commands. The project supports diverse use cases such as competitor analysis, venture capital fund listing, candidate search on LinkedIn, company trip planning, Excel spreadsheet generation, event speaker prospecting, scientific paper summarization, B2B customer research and outreach, SEO analysis, personal trip planning, startup funding research, and forum discussion scraping. Suna can be self-hosted with requirements including a Supabase project, Redis for caching, Daytona sandbox for secure agent execution, Python 3.11, and API keys for LLM providers and web scraping services. Overall, Suna is a comprehensive AI assistant platform that empowers users to automate and streamline a wide range of tasks through conversational AI, leveraging advanced integrations and a modular architecture for flexibility and security.
https://github.com/kortix-ai/suna
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