{"id":25006792,"url":"https://github.com/asifrahaman13/sniffle_backend","last_synced_at":"2026-04-12T06:33:03.099Z","repository":{"id":243047041,"uuid":"805160704","full_name":"asifrahaman13/sniffle_backend","owner":"asifrahaman13","description":"🎉 Backend repository for the mobile application server which aims at making the health of the users better leveraging the use of AI. 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Preferred this over the SQL database due to performance and highly unstructured data required. 📊\n- **openai, langchain, Deepgram SDKs and other libraries**: They are libraries to deal with LLMs, Voice and other AI based works. 🤖\n- **AWS**: Use the S3 service of AWS to store FHIR files. ☁️\n- **Redis**: Open source key value pair in memory database. Used it to avoid DDOS attack through rate limiting strategy. 📝\n- **Websockts**: Websocket is used over rest api for the agents to have better connection management. 🤝🏻\n- **Qdrant**: An open source vector database for semantic search. Used for user search on the search bar. 🎉\n- **Docker**: A devops tool to containerize applications. 🐋\n- **Git**: Version control system. 🐱\n- **Linux**: All development is done on linux machines. 🐧\n\n\n## Demo\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/01075b46-6c55-4718-98ae-c624142df962\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/d8928cd4-ba14-4eb5-af56-7756ebf7b3ef\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/acd6f9c6-fb07-4327-8e23-15834c3b3c8f\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/3d5a2e57-5b62-4722-9be5-9acfc72da42f\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/7e8ef9e4-9750-48c9-9db0-414817131ecf\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/1e2f9eea-14f0-41e7-ac91-6213fef432a9\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/80e74ac2-85f8-448e-b61d-9f93b1e4ebec\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/511ae547-2455-4533-bcfe-df321151e3c7\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/77b4dfb6-5b27-4a49-a311-474d76b3b11b\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/ec08baf2-59e2-4d38-829f-3ec8a57ea75e\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/asifrahaman13/sniffle_mobile/assets/97652031/a82def97-a631-4ee7-a2d8-33d3c737b090\" width=\"300\"\u003e\n\n\n## Deploy:\n\nFind the front end repository corresponding to this repo here: https://github.com/asifrahaman13/sniffle_mobile.git\n\nTo run the front end application please run this backend application.\n\n\n## How to run the code:\n\nThe guidelines to run the application can be found in the CONTRIBUTING.md file.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasifrahaman13%2Fsniffle_backend","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fasifrahaman13%2Fsniffle_backend","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasifrahaman13%2Fsniffle_backend/lists"}