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Mem0: Universal Memory Layer for AI Agents

Intermediate

Open-source intelligent memory layer that gives AI agents persistent, personalized memory capabilities with multi-level context retention, semantic retrieval, and support for 20+ vector databases.

ai memory agents rag vector-database llm embeddings python qdrant openai personalization

Dify: Production-ready agentic workflow platform

Intermediate

Build, deploy, and manage AI-powered agents and workflows with visual interface, RAG pipeline, comprehensive model support, and LLMOps capabilities.

ai llm workflow agents rag python react nextjs postgres redis celery vector-database

RagaAI Catalyst: Agent AI Observability and Evaluation Framework

Intermediate

Comprehensive platform for LLM project management, evaluation, tracing, and monitoring with support for agents, RAG applications, and multi-model AI systems.

ai llm observability evaluation tracing python agents rag guardrails red-teaming

LangFlow: AI workflow orchestration platform

Intermediate

Build and deploy AI-powered agents and workflows with visual interface, MCP server support, and API deployment.

ai llm workflow langchain python react mcp agents

Composio: AI toolkit orchestration platform

Intermediate

Power 1000+ toolkits, tool search, context management, authentication, and sandboxed workbench for building AI agents that turn intent into action.

ai agents toolkit mcp python typescript langchain llamaindex openai anthropic