{"id":24773948,"url":"https://github.com/arvl130/mmm","last_synced_at":"2026-04-09T08:47:25.378Z","repository":{"id":270330466,"uuid":"909733555","full_name":"arvl130/mmm","owner":"arvl130","description":"😱 AI-powered image search for your meme 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😱 Meme Manager MMM\n\nMMM manages memes.\n\n![Screenshot of the home page](https://raw.githubusercontent.com/arvl130/mmm/master/screenshots/1.png)\n![Screenshot of semantic search](https://raw.githubusercontent.com/arvl130/mmm/master/screenshots/2.png)\n![Screenshot of AI tag suggestions](https://raw.githubusercontent.com/arvl130/mmm/master/screenshots/3.png)\n\nThis is a personal project I built to help me search memes I have saved\nfrom  the Internet.\n\nI also built this project to gain a deeper understanding on how [Spring Boot](https://spring.io/projects/spring-boot),\n[Spring Security](https://spring.io/projects/spring-security), [Spring Session](https://spring.io/projects/spring-session),\n[Spring Data JPA](https://spring.io/projects/spring-data-jpa), [Spring AI](https://spring.io/projects/spring-ai),\n[AWS SDK for Java](https://aws.amazon.com/sdk-for-java/), [Lombok](https://projectlombok.org/),\n[Hibernate](https://hibernate.org/) and a bunch of other Java libraries work together to build a\nscalable, production-grade Java web application.\n\nIf this application is useful or interesting to you, consider giving it a\nstar on [GitHub](https://github.com/arvl130/mmm).\n\nThis application also comes with a frontend web UI available [here](https://github.com/arvl130/mmm-ui).\n\n## Features\n\n- Semantic Search with [Cohere Embed](https://cohere.com/embed) and [PostgreSQL](https://www.postgresql.org/) [`pgvector`](https://github.com/pgvector/pgvector)\n- Full Text Search with [PostgreSQL](https://www.postgresql.org/) [`tsvector`](https://www.postgresql.org/docs/current/textsearch.html)\n- AI Tag Suggestions with [Anthropic Claude Sonnet 3](https://www.anthropic.com/news/claude-3-family)\n- Authentication and Session management with [Spring Security](https://spring.io/projects/spring-security) and [Spring Session](https://spring.io/projects/spring-session)\n- Responsive frontend design with [ShadCN UI](https://ui.shadcn.com) and [Next.js](https://nextjs.org)\n\n## Setup\n\n1. Clone this repository. \n\n```shell\n$ git clone https://github.com/arvl130/mmm\n```\n\n2. Configure the environment variables.\n\n```shell\n$ export SPRING_DATASOURCE_URL=\n$ export AWS_REGION=\n$ export AWS_ACCESS_KEY_ID=\n$ export AWS_SECRET_ACCESS_KEY=\n$ export AWS_S3_BUCKET=\n$ export AWS_S3_BUCKET_BASE_URL=\n$ export AWS_BEDROCK_MODEL_ID=\n$ export RESEND_API_KEY=\n$ export MAIL_FROM_URL=\n$ export APP_URL=\n```\n\n3. Install the project dependencies, compile the code, and build the application.\n\n```shell\n$ mvn clean install\n```\n\n4. Run the application.\n\n```shell\n$ mvn spring-boot:run\n```\n\n5. (Optional) Build and deploy to an AWS Lambda environment with the SAM CLI.\n\n```shell\n$ cp samconfig.toml.example samconfig.toml\n$ vi samconfig.toml # Enter the values for your environment variables, then press :wq to quit.\n$ sam build -u\n$ sam deploy\n```\n\n## License\n\nThis project is licensed under the MIT License.\n\nCopyright © 2025 Angelo Geulin\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farvl130%2Fmmm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farvl130%2Fmmm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farvl130%2Fmmm/lists"}