Integrate persistent memory into AI applications using the Mem0 Platform and OSS SDKs.
npx skills add https://github.com/tajo9128/BioDockify-Pharma-AI --skill mem0-tajo9128
Please help me install this Agent Skill. Skill: mem0 Source: https://github.com/tajo9128/BioDockify-Pharma-AI/tree/main/.agents/skills/mem0 Command: npx skills add https://github.com/tajo9128/BioDockify-Pharma-AI --skill mem0-tajo9128
client.search(), injects them into the LLM prompt, then stores the new conversation with client.add() for future sessions. ## Quick Start Ask the assistant to set up Mem0 in your project and add persistent memory to your chatbot using the MemoryClient SDK.High-intent search queries and answers about installing and using this skill.
Install the mem0ai package, initialize MemoryClient with your API key, then follow the retrieve-generate-store loop: call client.search() before generating a response and client.add() afterward to store the interaction under a user_id.
Platform uses MemoryClient with an API key against the managed api.mem0.ai service, while the OSS Memory class runs locally with your own LLM, embedder, and vector store configuration. Platform adds batch operations, webhooks, exports, and project management.
Yes, Mem0 provides integration patterns for LangChain, CrewAI, OpenAI Agents SDK, LangGraph, LlamaIndex, AutoGen, and Pipecat. CrewAI has native support via memory_config with provider set to mem0.
Memories process asynchronously in v3, so wait 2-3 seconds after add() before searching. Also verify the user_id matches exactly and pass entity IDs inside the filters object, since combining user_id and agent_id in one AND filter returns nothing.
Yes, install the mem0ai npm package and use MemoryClient for the Platform API or import Memory from mem0ai/oss for self-hosted usage. TypeScript uses camelCase top-level parameters like userId and topK, but snake_case keys inside filters.
AlbertLin821Store and retrieve durable facts, preferences, and rules via the mem0 protocol.
m2ai-portfolioInterview users and audit memory repos to design Claude Code memory specs.
GreyborneDesign and evaluate agentic harnesses for developer tools and workflow runtimes.
imsanghaarBuild persistent memory systems for AI agents using Mem0 and claude-mem.