Update animo.py

src/animo.py

@@ -1,16 +1,4 @@
 import streamlit as st
-from help import health_analysis
-from load_chatmodel import load
-from data import main_data
-from get_medical import get_links
-import torch 
-from tensorflow.keras.preprocessing.sequence import pad_sequences
-
-encoder_net, decoder_net = load()
-data = main_data()
-max, vocab_enc, vocab_dec = data.len_all()
-tok_enc = data.tok_enc
-tok_dec = data.tok_dec
 
 st.title("Animo")
 st.write("A Guide To Mental Heath")
@@ -54,52 +42,21 @@
 st.write("")
 question = st.text_input("Question")
 
-if question:
-    question = tok_enc.texts_to_sequences(question)
-
-    seq = torch.tensor(pad_sequences(question, padding='pre',maxlen=100), dtype=torch.long)
-
-    with torch.no_grad():
-        hidden, cell = encoder_net(seq)
-
-    outputs = [1]
-
-    for _ in range(100):
-        previous_word = torch.LongTensor([outputs[-1]]).to("cpu")
-
-        with torch.no_grad():
-            output, hidden, cell = decoder_net(previous_word, hidden, cell)
-            best_guess = output.argmax(1).item()
-
-        outputs.append(best_guess)
-
-        # Model predicts it's the end of the sentence
-        if output.argmax(1).item() == 2: 
-            break
-
-if question:
-    question = question.lower()
-    sent = [question]
-    health_model = health_analysis(sent)
-
-    if health_model.recommend():
-        html_temp4 = """
-        <div style="background-color:#000000  ;padding:10px;  background:rgba(255,255,255,0.2); box-shadow: 0 5px 15px rgba(0,0,0,0.5)">
-        <h2 style="color:black;text-align:center;font-family: "Lucida Console", Courier, monospace;">From our conversation we would like to recommend for you whats best for your health. We also provide a service which recommends trained mental health experts,counsellors and psychiatrists in your area.")   
-        </h2>
-        </div>"""
-        st.markdown(html_temp4, unsafe_allow_html=True)
-        html_temp5 = """
-        <div style="background-color:#000000  ;padding:10px;  background:rgba(255,255,255,0.2); box-shadow: 0 5px 15px rgba(0,0,0,0.5)">
-        <h2 style="color:black;text-align:center;font-family: "Lucida Console", Courier, monospace;">Please enter your pincode in the box below!!</h2>
-        </div>"""
-        st.markdown(html_temp5, unsafe_allow_html=True)
-        pin = st.text_input("Pin")
+html_temp4 = """
+<div style="background-color:#000000  ;padding:10px;  background:rgba(255,255,255,0.2); box-shadow: 0 5px 15px rgba(0,0,0,0.5)">
+<h2 style="color:black;text-align:center;font-family: "Lucida Console", Courier, monospace;">From our conversation we would like to recommend for you whats best for your health. We also provide a service which recommends trained mental health experts,counsellors and psychiatrists in your area.")   
+</h2>
+</div>"""
+st.markdown(html_temp4, unsafe_allow_html=True)
 
-        st.write("""Mental Health : is a loaded term. It can trigger a dizzying array of reactions when we hear it. In a country like India where 
-        Mental health is probably the next pandemic but the awareness is still very low. Our main objective is to educate the population still oblivious to the issues regarding mental health.""")
-        if pin:
-            for i in get_links(pin):
-                st.write(i)
+html_temp5 = """
+<div style="background-color:#000000  ;padding:5px;  background:rgba(255,255,255,0.2); box-shadow: 0 5px 15px rgba(0,0,0,0.5)">
+<h2 style="color:black;text-align:center;font-family: "Lucida Console", Courier, monospace;">Please enter your pincode in the box below!!</h2>
+</div>"""
+st.markdown(html_temp5, unsafe_allow_html=True)
+st.write("")
+pin = st.text_input("Pin")
 
+st.write("""Mental Health : is a loaded term. It can trigger a dizzying array of reactions when we hear it. In a country like India where 
+Mental health is probably the next pandemic but the awareness is still very low. Our main objective is to educate the population still oblivious to the issues regarding mental health.""")