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pnmeka
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Healthfreak, dad, husband, sunsets and beaches. Life is too short!
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pnmeka 1 year ago
Anyone attending aws reinvent in Vegas? Please let me know if you would like to connect.
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pnmeka 1 year ago
Iris is cool, Primal is cool and Damus is cool. 😎
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pnmeka 1 year ago
DARNAHI: WHO AM I? @InBoston About Darnahi ============= Darnahi is a home computer program that securely manages your medical details and can provide personalized health suggestions and answers using artificial intelligence. - Darnahi is a personal health assistant that runs on Linux. - It keeps your medical data safe at home. - It can suggest health checkups based on your age and gender. - It stores your medication list and medical history. - It analyzes your health information using language processing. - It has a smart program that can answer simple questions about your saved health data. DEMO: Password: health Who is it for: ============== - If you want to take control of your medical information and share it easily with new doctors, this tool is for you. - You are privacy conscious. - You have some computer skills and an ability to use Linux or set up a virtual Linux machine. - open source afficionado With this program you can create an encrypted health passport. This allows you to safely share your medical details whenever you need to see a new doctor. Darnahi's Vision: ================= This tool wants to be your personal health assistant. In the future, very smart computer programs called language models will run on your own devices like phones or computers. These smart programs will understand all your personal health information while keeping it private and secure just for you. You'll be able to ask the program any health questions you have, and it will provide answers specifically based on your own medical details. It's like having a knowledgeable health concierge available whenever you need, but the concierge is actually an intelligent computer program giving you personalized health suggestions while protecting your privacy. Darnahi's LLM: ===================== Darnahi currenlty uses a lightweight but smart computer program called 1b Llama. It works by combining two important parts: RAG architecture: This helps the program quickly find and understand the specific health information it needs from your medical data. ChromaDB: This is like a special database that organizes and stores your health details in a way the computer program can easily access. By using RAG and ChromaDB together, the 1b Llama program can efficiently retrieve your personal medical information and then provide health-related answers just for you based on that data. INSTALL NOW: Note: This is not medical advice and is still beta. You are advised to see a doctor for medical advice.
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pnmeka 1 year ago
Coming soon Darnahi v2 with some few notable updates: - with local LLM Darnabot v1 - ability to use RAG on your health data - record FHIR compatible data - store and view your imaging and XML files - upload quick - analyze module that uses NLP to pick relevant information to help inform darnabot, give age specific health recommendations, deidentify your files if you wish etc etc etc…. - encrypt and send your health files through wormhole
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pnmeka 1 year ago
@primal for some reason I am unable to add relays and save them. If I close app and reopen, the added relay disappears
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pnmeka 2 years ago
Got a microgrant at work to pursue research in LLM’s in healthcare 🙌
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pnmeka 2 years ago
The price of candy seems to have doubled in past 2 years. If anyone is telling me that inflation is in control, they haven’t bought candy for Halloweens. 📈🧟‍♂️
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pnmeka 2 years ago
The new age compilers are here: LLMs
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pnmeka 2 years ago
So today I was reading an article that talked about increase in colon cancer risk with breast feeding during infancy. Not sure what to make of it as I thought intuitively breast milk has positive immune effects which might lead to lower cancer risk. Thoughts?
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pnmeka 2 years ago
I was just playing with an llm this morning. It was interesting how it was interpreting a problem based on what was described in prompt. Then it hit me- “Holy shit, the llm’s are the new age compiler and prompt is the code. With ever increasing prompt tokens being accepted, the ‘code’ length will keep increasing”. Thoughts?