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memfree's Introduction

MemFree

memfree – Hybrid AI Search Engine: Instantly Get Accurate Answers from the Internet, Bookmarks, Notes, and Docs

An Open Source Hybrid AI Search Engine


Introduction

MemFree is a hybrid AI search engine that simultaneously performs searches on your personal knowledge base (such as bookmarks, notes, documents, etc.) and the Internet.

Highlights

  • Hybrid AI Search Engine
  • Self-hosted Super Fast Serverless Vector Database
  • Self-hosted Super Fast Local Embedding and Rerank Service
  • One-Click Chrome Bookmarks Index
  • Full Code Open Source
  • One-Click Deployment On Production(Coming Soon)

Tech Stack

MemFree Public Build

One-Click Deployment

Deploy Frontend with Vercel

Deploy with Vercel

Deploy Backend

Coming Soon

Self-Hosted Installation

Prerequisites

Intsall Bun

curl -fsSL https://bun.sh/install | bash

Upstash Redis

Create a Redis compatible database in seconds: Upstash Redis

Serper Dev API Key

Get a Serper Dev API Key: Serper Dev

OpenAI API Key

Get an OpenAI API Key: OpenAI

Frontend

cd frontend

bun i

cp env.example .env

bun run dev

Vector Service

cd vector

bun i

bun run index.ts

Queue Service

cd queue

bun i

bun run index.ts

Extension

cd extension

bun i

bun run build

Embedding Service

Install Rust: (optional)  curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh

cd embedding

cargo build --release

./target/release/memfree-embedding

Contributing

Here's how you can contribute:

  • Open an issue if you believe you've encountered a bug.
  • Make a pull request to add new features/make quality-of-life improvements/fix bugs.

Roadmap

Help and Support

Credits

  • bun – Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one
  • lancedb – Developer-friendly, serverless vector database for AI applications
  • fastembed-rs – Library for generating vector embeddings, reranking in Rust
  • next-saas-stripe-starter – Open-source SaaS Starter with User Roles & Admin Panel.
  • next-chrome-starter – Next.js Chrome Extension Starter
  • search_with_ai – Free Search with AI

memfree's People

Contributors

ahaapple avatar

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