{"id":25102867,"url":"https://github.com/isathyam31/savorai","last_synced_at":"2026-04-11T14:36:15.156Z","repository":{"id":276359823,"uuid":"928901854","full_name":"iSathyam31/SavorAI","owner":"iSathyam31","description":"An AI-powered restaurant menu assistant that suggests personalized food recommendations based on menu analysis and user preferences.","archived":false,"fork":false,"pushed_at":"2025-02-07T19:09:41.000Z","size":47766,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-07T19:23:20.418Z","etag":null,"topics":["langchain","llama","ollama","rag","streamlit"],"latest_commit_sha":null,"homepage":"https://savorai.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iSathyam31.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}},"created_at":"2025-02-07T12:54:36.000Z","updated_at":"2025-02-07T19:11:18.000Z","dependencies_parsed_at":"2025-02-07T19:33:28.054Z","dependency_job_id":null,"html_url":"https://github.com/iSathyam31/SavorAI","commit_stats":null,"previous_names":["isathyam31/savorai"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iSathyam31%2FSavorAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iSathyam31%2FSavorAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iSathyam31%2FSavorAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iSathyam31%2FSavorAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iSathyam31","download_url":"https://codeload.github.com/iSathyam31/SavorAI/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246769983,"owners_count":20830769,"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","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":["langchain","llama","ollama","rag","streamlit"],"created_at":"2025-02-07T21:24:57.751Z","updated_at":"2025-12-30T23:12:25.755Z","avatar_url":"https://github.com/iSathyam31.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## SavorAI: AI-driven Food Selection For Every Plate 🍽️🤖\n### Overview\nSavorAI is an intelligent restaurant menu assistant that leverages AI to provide personalized food recommendations and enhance dining experiences. By analyzing uploaded menu PDFs, the application offers context-aware suggestions, dietary considerations, and interactive dining guidance.\n\n### Features\n* 📄 PDF Menu Upload: Easily upload restaurant menus\n* 🧠 Intelligent Recommendations: AI-powered food suggestions\n* 💬 Conversational Interface: Natural language interactions\n* 🔍 Context-Aware Responses: Understands menu-related and casual queries\n* 🌿 Dietary Preference Support: Considers dietary restrictions and preferen\n\n### Project Structure\n```\nSavorAI \n│── Data/                # Folder containing restaurant menu documents  \n│── venv/                # Virtual environment (not included in the repository)  \n│── .gitignore           # Git ignore file  \n│── app.py               # Main application file  \n│── LICENSE              # License information  \n│── README.md            # Project documentation  \n│── requirements.txt     # Dependencies  \n```\n\n### Project Context\nMany students in my college struggle to decide what food to order within a specific price range or based on their mood. To make their dining experience easier, I collected the menus of all nearby restaurants and built this AI-powered application to provide personalized food recommendations.\nThe menu for the restaurants near my college are in this [Drive](https://drive.google.com/drive/folders/1u2VcKgRvLJE40ihpT7AHLk8CD6LPDwiz?usp=drive_link)\n\n📌 You can also contribute by adding your own restaurant menus!\n\n### Setup Instructions\n#### Create a Virtual Environment\n```\npython -m venv venv\nsource venv/bin/activate    # On macOS/Linux\nvenv\\Scripts\\activate       # On Windows\n```\n\n#### Install Dependencies\n```\npip install -r requirements.txt\n```\n\n#### Install and Run Ollama\nOllama is required to run the LLM locally.\n* Download and install Ollama: Ollama Official Site\n* Start Ollama:\n```\nollama run\n```\n\n#### Run the Project\n```\npython app.py\n```\n\n### How It Works\n* **Ingest Menus**: The application loads menu documents from the Data/ directory.\n* **User Query**: The user provides food preferences.\n* **RAG Process**: The model retrieves relevant menu items and generates suggestions.\n* **Output**: A personalized list of food recommendations.\n\n### License\nThis project is licensed under the GNU GENERAL PUBLIC LICENSE .\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisathyam31%2Fsavorai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fisathyam31%2Fsavorai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisathyam31%2Fsavorai/lists"}