📖 AI-Native Infrastructure: Architecture evolution guide from cloud-native to AI-native

LocalRecall

LocalRecall provides a local memory layer and knowledge base management API for agents and RAG scenarios.

mudler · Since 2025-02-12
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Detailed Introduction

LocalRecall is a lightweight local memory layer and knowledge base manager that exposes a RESTful API for collection management, file uploads, indexing and retrieval. It is designed to provide local, controllable short- and long-term memory for agents and RAG applications.

Main Features

  • Simple REST API for file uploads and collection management.
  • Local vector storage and retrieval with pluggable backends.
  • Integration with LocalAGI and LocalAI; supports Markdown, PDF and other formats.
  • Docker/Compose deployment for quick setup.

Use Cases

Suited as an internal knowledge store for agents, chatbots and RAG applications in offline or private deployments.

Technical Features

Emphasizes a simple API design and pluggable vector backends to serve as a reliable long-term memory layer across environments.

LocalRecall
Score Breakdown
💾 Data 📚 RAG 🧏 Memory