How To Create Medical Chatbot Using BioMistral, Ollama, LangChain & Chainlit

In this video, I am demonstrating how you can create a simple ChatGPT like UI locally in your computer. Here is the step we perform.
- Download biomistral from Huggingface
- Create model locally using Ollama
- Use that newly created model with LangChain
- Create a chatUI using Chainlit
- Also, use open webUI to explore locally available Ollama models

👉🏼 Links:

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#langchain #chainlit #ollama #biomistra #chatui #chatgpt #datasciencebasics

[IamalwaysOK]

I cannot thank you enough for creating this video. You are the gem. Thank you very much for this helpful video.

[chibuzoemelike]

This is so good, would like to see exams of langraph with agents in LangChain and when to use them with olama

[khalidkifayat]

nice one,
A question was how to move it to production OR (after proof of concept) give it to client as project ??
Thanks

[ahmetcals]

is this model works also for psychatric disorders?

[mbrihoum]

I use a window computer and ollama is running with no problems. However the comand ollama create biomistrall -f Modelfile is not working for me. Am I missing a step?Do I need to create similar Model file like the one you showed in the steps?if yes how did you create the Modelfile?

[gabrielkasonde]

Programming, music, media (photo and video) and now health, AI is sparing now one. Which industry is next?

[drmetroyt]

Is this model good with RAG ? I mean ill ask the model a medical question is it capable of pulling information from the vector database and give a detailed answer based on the information from vector database which is nothing but PDFs of medical books