Build Streamlit HealthCare Chatbot with Llama 2&Langchain on CPU Machine with MEMORY|All OPEN SOURCE

Join me in this tutorial as we delve into the creation of an advanced Health Care Chatbot leveraging the capabilities of open-source technologies. Discover the utilization of Sentence Transformers for embeddings, employ Faiss CPU for vector storage, and seamlessly integrate Llama 2, a robust language model, using the Streamlit library to establish a dynamic conversational interface. Embark on this step-by-step journey with us to craft a smart and effective HealthCare Chatbot, harnessing readily available resources. Whether you're new to the field or an experienced enthusiast, explore the realm of conversational AI and drive healthcare innovation right away.
This HealthCareBot was built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Streamlit. The bot runs on a decent CPU machine with a minimum of 14GB of RAM.
#ai #langchain #streamlit #largelanguagemodels #generativeai #llama2 #llm

[DataEdge]

(turn on notifcation bell), like, and comment what else you want to see! Love y'all and have an amazing day.Thank you so much!

[azmayensabil]

If I have medical conversation dataset, and finetune this model on the dataset. Will it be able to have a conversation with a patient and extract medical history by asking questions one by one based on the patient's response?

[alic]

Another great video! I would like the chatbot to present to the user (being a university student) different career profiles/paths (including requirements and salary e.g to becoming a project manager) based on their skills and interests, also showing them clickable questions regarding career guidance like looking for graduate jobs? Would you know how I can be able to do this? Thanks

[mdsahil]

I got this error even I installed latest version of torch and sentence-transformers, can you fix my error please
OSError: [WinError 126] The specified module could not be found. Error loading "C:\Users\mpc27\SE or one of its dependencies.

[akshayattri]

How to deploy such apps on Cloud infra? We want video for that

[elrecreoadan]

When should one opt to fine-tune a language model like Llama2 with specific company information, instead of utilizing AI platforms such as Botpress or Voiceflow for customer service?

[RajGupta-zd]

Hey loved the way you explained !!can you help me about how do i fix if my chatbot is not generating any result after entering the query even after waiting for more then 20
mintues. Kindly reply me

[suchitrabehera]

Hii... I am getting this error: file "C:\Users\pc\PycharmProjects\pythonProject1\medical.py", line 29, in <module>
chain=ConversationalRetrievalChain.from_llm(llm=llm, chain_type='stuff', retriever=vector_store(search_kwargs={'k:2'}), memory=memory)
TypeError: 'FAISS' object is not callable

[Greatlife]

How i fix the
TypeError:'module is not callable
I am getting an error in #creating llm
Llm=ctransformer(model="llama-2-7b-chat.ggmlv3.q4_0.bin, how do i fix this? Getting error at this point 16:03

[suchitrabehera]

result=chain({'question':query, 'chat_history':st.session['history']})
AttributeError: module 'streamlit' has no attribute 'session'
I am getting the above error. how can i fix that?

[HarshithaKasarapu]

Traceback (most recent call last):
File "C:\Users\HP\anaconda3\Scripts\streamlit-script.py", line 6, in <module>
from streamlit.cli import main
ModuleNotFoundError: No module named 'streamlit.cli'

getting this error

[learningneverends]

It is taking longer time.. it is taking more than 10 mins..is it for everyone??

[tanzilahmed]

even if my sentence transformer is installed, it is asking me to install it ? what should i do.

[mukeshkund]

@datainighredge Its been 2 weeks and i am really waiting for your video for overcoming the slowness on response .

Appreciate if you upload something on that topic.

[DJPapzin]

Why do we need to download the model when we have an API key?

[aliyuabdulbaki]

My profiles emojis is not displaying
What might be the issues

[akhilpathak]

When I am trying to ask a query about a previous response I am not getting an answer how do you fix that

[TheArman_Ansari]

it keeps on running and the screen gets white. but it does not any any answer to my query

[liji]

Hi, I wanna ask you how long it takes LLM to give a response?

[mihaelacostea]

Is it possible to integrate this type of chatbot with facebook messenger? I need to build a Q&A bot that can do that.