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Memory-Plus
Yuchen20 May 1, 2025
55 copies 0 downloads
๐ง ๐ด๐๐๐๐๐-๐ท๐๐๐ is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessionsโperfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.
Agent Definition
<!-- Badges -->   [](./LICENSE)  [](https://pypi.org/project/memory-plus/) [](https://pepy.tech/projects/memory-plus) # Memory-Plus A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize persistent "memories"โnotes, ideas, and session contextโacross runs. > ๐ **First Place** at the [Infosys Cambridge AI Centre Hackathon](https://infosys-cam-ai-centre.github.io/Infosys-Cambridge-Hackathon/)! ## Key Features * **Record Memories**๏ผSave user data, ideas, and important context. * **Retrieve Memories**๏ผSearch by keywords or topics over past entries. * **Recent Memories**๏ผFetch the last *N* items quickly. * **Update Memories**๏ผAppend or modify existing entries seamlessly. * **Visualize Memories**๏ผInteractive graph clusters revealing relationships. * **File Import** (*since v0.1.2*)๏ผIngest documents directly into memory. * **Delete Memories** (*since v0.1.2*)๏ผRemove unwanted entries. * **Memory for Memories** (*since v0.1.4*)๏ผNow we use `resources` to teach your AI exactly when (and when not) to recall past interactions. * **Memory Versioning** (*since v0.1.4*)๏ผWhen memories are updated, we keep the old versions to provide a full history. ---  ## Installation ### 1. Prerequisites **Google API Key** Obtain from [Google AI Studio](https://aistudio.google.com/apikey) and set as `GOOGLE_API_KEY` in your environment. > Note that we will only use the `Cursor Embedding API` with this API key, so it is **E
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