Update app.py

app.py

@@ -1,267 +1,267 @@
-import streamlit as st
-import pandas as pd
-from utils import ai_markerter, market_validator
-import time
-
-########################## Data Set Up ############################
-# loading the data
-first_call_off = pd.read_csv('first_call_off.csv')
-fourth_call_off_abc = pd.read_csv('fourth_call_off_abc_df.csv')
-fourth_call_off_stock = pd.read_csv('fourth_call_off_stock.csv')
-list_price = pd.read_csv('list_price_df.csv')
-reagent_price = pd.read_csv('reagent_prices.csv')
-
-
-# a function to load the data and get info
-def get_info(product_name):
-    # checking the PRODUCT column in all the dataframes, storing the result in a dictionary
-    # adding a try except block to handle the case where the product is not found in the dataframe
-    dict_list = []
-    df_list = [first_call_off, fourth_call_off_abc, fourth_call_off_stock, list_price, reagent_price]
-    for df in df_list:
-        dict_info = {}
-        if product_name in df['PRODUCTS'].values:
-            dict_info['Product'] = product_name
-            dict_info['Category'] = df['CATEGORY'][df['PRODUCTS'] == product_name].values[0]
-            dict_info['Unit Price'] = df['UNIT NGN'][df['PRODUCTS'] == product_name].values[0]
-            dict_info['Cinuc Price'] = df['CINUC PRICE'][df['PRODUCTS'] == product_name].values[0]
-            dict_info['Exchange Rate'] = df['EXCHANGE RATE'][df['PRODUCTS'] == product_name].values[0]
-            dict_info['Date'] = df['DATE'][df['PRODUCTS'] == product_name].values[0]
-            dict_list.append(dict_info)
-    return dict_list
-
-product_lists = ['AFP i- chromax',
- 'AIC NOW catridge for HB Aic determination 10.PKT',
- 'Agary 2ml single-use syringes 23G X11/4 100 /PACK',
- 'Antibiotics multidisk( AB- DISC) gram neg',
- 'Antibiotics multidisk( AB- DISC) gram pos',
- 'Antibiotics multidisk( AB-DISC) gram neg',
- 'Antibiotics multidisk( AB-DISC) gram pos',
- 'Autoclave tapes (roll)',
- 'BATTERY LITHIUM A A3.6V',
- 'BHCG i- chromax',
- 'BioMed sicle scan for rapid genotye X25 /PKT',
- 'Bispot 1 &2 Determinate pkt',
- 'Bispot 1 &2 Determine pkt ALEERE',
- 'Blood group A typing serum 10ml/ 10 bottles /pkt by Biotec',
- 'Blood group AB typing serum 10ml/ 10 bottles /pkt by Biotec',
- 'Blood group B typing serum 10ml/ 10 bottles /pkt by Biotec',
- 'Blood group D typing serum 10ml/ 10 bottles /pkt by Biotec',
- 'CEA i- chromax',
- 'CK-MB i- chromax',
- 'CLED 500g',
- 'COBAS 3 C111 CLEANER',
- 'COBAS 3 C111 PROBE CLEANER 500ML',
- 'COBAS C 11 GLU2 GLUCOSE 400 TESTS',
- 'COBAS C 111 ALKALINE PHOS 400 TESTS',
- 'COBAS C 111 ALT (GPT) 400 TESTS',
- 'COBAS C 111 AST (GOT) 400 TESTS',
- 'COBAS C 111 Automated system CFAS 12 x 3ml botlles /pkt',
- 'COBAS C 111 BLT3 TOTAL BILIRUBIN',
- 'COBAS C 111 CFAS Lipid',
- 'COBAS C 111 CHOL3 CHOLESTEROL 400 TESTS',
- 'COBAS C 111 DEPROTEINIZER 2 bottles / pkt',
- 'COBAS C 111 PRINTER PAPER 4 rolls /PKT',
- 'COBAS C 111 TRIGLYCERIDES 200 TESTS',
- 'COBAS C 111 UREA 400 TESTS',
- 'COBAS C 111 URIC ACID PLUS 400 TESTS',
- 'COBAS C111 CREATININE 400 TESTS',
- 'COBAS C111 HDL 400TESTS',
- 'COBAS C111 SAMPLE CUPS 1000/PKT',
- 'COBAS C111 SODIUN CHLORIDE',
- 'COBAS INTEGRA C 111 ACTIVATOR 9X12 ml bottles /pt',
- 'CORTISOL i- chromax',
- 'CRP i- chromax',
- 'CUVETTE SEGMENT COBAS C 111 5,000 pcs/pkt',
- 'Chloroscope complete kit with ortholidine',
- 'Cholesterol (Accu Answer)',
- 'Clean and check',
- 'Complete set Vacutainer 4ml EDTA by 1000/pkt BD',
- 'Conical Flask 1000ml',
- 'Conical Flask 250ml',
- 'Conical Flask 500ml',
- 'Cotton wool non absorbent 500g',
- 'D-DIMER i- chromax',
- 'D-DIMER i-chromax',
- 'Dependaplast waterproof round spot plasters 100/pkt',
- 'Electrophoresing buffer, 6.1g x 10 shandon/pky',
- 'Epson ribbon for Reflotron printer',
- 'Erytrocyte sedimentation rate, dispet 100/pkt',
- 'FERRITIN i- chromax',
- 'FSH i- chromax',
- 'Febrile antigen test (OMEGA) 8 x 5ml with controls',
- 'Febrile antigen test (VOSAN) 8 x 5ml with controls',
- "Field's stain A 100ml",
- "Field's stain B 100ml",
- 'Filter paper whatman 42 ashless 12.5 cm 100/pkt',
- 'Giemsa Stain 100ml/bottle ferntec biosciences',
- 'Glucose (Accu Answer)',
- 'HALOGEN LAMP for COBAS c111',
- 'HCG i- chromax',
- 'HCG test strips Diaspot, diagnostic USA,/ Antec type/ 50/pkt',
- 'HbA1C i- chromax',
- 'Heavy duty oxivir TB bench wipes AHP approved',
- 'HsCRP i- chromax',
- 'Immersion oil 100ml',
- 'Insta TEST 6 PLUS lamotte 50strips/pkt',
- 'Insta iron Lamotte25 strips/pkt',
- 'LH i- chromax',
- 'Labacon H.pylori',
- 'Laboratory lighter plastic gun type',
- 'Latex examination gloves (by Sempercare) 100 7L',
- 'Latex examination gloves (by Sempercare) 100 8-9L',
- 'MICROALBUMIN i- chromax',
- 'MYOGLOBIN same',
- 'Macconkey agar 500g oxoid',
- 'Manfred grease free crytal clear slides 72/Pack x20',
- 'Manifred cover slips 50 x10/pkt',
- 'Methylated spirit 4l BDH with MSDS',
- 'Mindray UA66 uirinalysis strips 50/pkt',
- 'Multistrips for urinalysis, ACON LABS',
- 'Oxoid Blood agar base 500gm by pronadis product',
- 'Oxoid CLED agar 500grams pronadisa product',
- 'Oxoid Iso- sensitest agar agar 500gm pronadisa product',
- 'Oxoid Iso-sensitest agar agar 500gm pronadisa product',
- 'Oxoid MacConkey agar 500gm by pronadisa procuct',
- 'Oxoid Nutrient agar 500gm pronadisa product',
- 'Oxoid Yeast extract agar 500gm pronadisa product',
- 'PCT i- chromax',
- 'PROBE SET COBAS c111',
- 'PROGESTERONE i- chromax',
- 'PROLACTIN i- chromax',
- 'PSA i- chromax',
- 'Paper tapes (Rolls)',
- 'Parazone 500ml x 20bottles /ctn',
- 'Pipette tips (1-200ul) blue type x 1000/pkt EPPENDDORE',
- 'Pyrix Beaker 1000ml',
- 'Pyrix Beaker 100ml',
- 'Pyrix Beaker 2000 ml',
- 'Pyrix Beaker 250ml',
- 'Pyrix Beaker 500ml',
- 'QBC HEAMATOLOGY/MALARIA TUBES 250T',
- 'QBC HEAMATOLOGY/MALARIA TUBES TUBES 250T',
- 'QBC HEMATOLOGY/MALARIA TUBES TUBES 250T',
- 'RF IgM i- chromax',
- 'Reflotron AST/GOT x30 stripes/pkt',
- 'Reflotron AST/GOT x30 stripes/pkt stripes/pkt',
- 'Reflotron Alk.Phosphate x 30 stripes/pkt',
- 'Reflotron Bilirubin x 30 stripes/pkt',
- 'Reflotron Cholesterol x30 stripes/pkt',
- 'Reflotron Creatinine x30 stripes/pkt',
- 'Reflotron GPT/ALT x 30 stripes/pkt',
- 'Reflotron Gamma GT x 30 stripes/pkt',
- 'Reflotron Glucose 15 x 2 stripes /pkt',
- 'Reflotron HDL Cholesterol x 30 stripes/pkt',
- 'Reflotron Pancreatic Amylase 15 x 2',
- 'Reflotron Pancreatic Amylase 15 x 2 stripes/pkt',
- 'Reflotron Pancreatic Amylase 15x2 stripes/pkt',
- 'Reflotron Potassium x 30',
- 'Reflotron Pottasium x 30',
- 'Reflotron Triglycerides x30 stripes/pkt',
- 'Reflotron Urea 15 x 2 stripes/pkt',
- 'Reflotron Uric Acid x 30 stripes/pkt',
- 'S- monovette 4.5ml lithium heparin Sarstedt x 500/cartoon',
- 'S-monovette 2.6ml EDTA by Sarstedt x500/carton *',
- 'SD BIO LINE H. Pylori Antibody test 30 tests /pkt',
- 'SD BIO LINE H.Pylori Antibody test 30 tests /pkt',
- 'SD BIO LINE HBV test kit',
- 'SD BIO LINE HIV 1/2 antibody test kit 3.0 25/pkt',
- 'SD BIO LINE HIV Ag/Ab combo 30tests/pkt',
- 'SD BIOLINE 30 TEST/PKT. (HAV)',
- 'SD BIOLINE HAC 30 TEST/PKT. (HAV)',
- 'SD BIOLINE HCV 3.0 30 tests/pkt',
- 'SD BIOLINE HIV ELISA 3.0 Confirmatory test kit',
- 'SD BIOLINE MALARIA Ag P. f ELISA Test',
- 'SD BIOLINE Prostatic specific antigen ( PSA) 30/pkt',
- 'SD BIOLINE Rheumatoid athritis test kit 30 tests /pkt',
- 'SD BIOLINE Strep A antigen test 25 tests /pkts',
- 'SD BIOLINE TB Ag test kit 25/kpt',
- 'SD MALARIA SINGLE UNITS',
- 'SD Malaria kit HRP2/Pldh (Pf PAN )',
- 'SD malaria Ag Pf.kit for multiple use, 25/pkt BIOLINE',
- 'SD malaria Ag Pf.kit for single use, 25/pkt BIOLINE',
- 'STATPAK HIV 1/2',
- 'Sarstedt multi-safe comfort 6l, sharp box',
- 'Sarstedt standardinnoculation loop(50)/pkt',
- 'Starstedt Safety sterile petri dish disposable type 92/16mm/ctn',
- 'Sterilin type petri dish containers / 100cm',
- 'Sterilin type universal containers, (for urine) Red cap type(400)/ctn',
- 'T3 i- chromax',
- 'T4 i- chromax',
- 'TESTOSTERONE i- chromax',
- 'TSH i- chromax',
- 'Tn-I i- chromax',
- 'UNIGOLD HIV test kit',
- 'Uristix for urinalysis, plus auto check, SIEMENS/ 100/PKT',
- 'Veneral Disease Resarch LAB antigen test, VDRL TEST.',
- 'Veneral Disease Research Laboratory (VDRL) TEST KIT',
- 'Vit D I-Chromax',
- 'Water quality quick test with probefor PH, ORP, EC, DO and Turbidity',
- 'cellulose acetate foils X50 Bayer',
- 'cellulose acetate strips shandon 60 x150mm x 100/pkt',
- 'mindray 5 heaamatology reagent Cleaner',
- 'mindray 5 heaamatology reagent Diluent 20ml',
- 'mindray 5 heaamatology reagent Rinse1L X 4',
- 'mindray 5 heaamatology reagent leo 1 lyse1L X4',
- 'mindray 5 heaamatology reagent leo 11 lyse(400mlx4)',
- 'mindray 5 heamatology reagent Cleaner',
- 'mindray 5 heamatology reagent Diluent 20ml',
- 'mindray 5 heamatology reagent Rinse1L X 4',
- 'mindray 5 heamatology reagent leo 1 lyse1L X4',
- 'mindray 5 heamtology reagents 53LH LYSE 500/ x4',
- 'mindray 5 heamtology reagents 53LH LYSE 500/4',
- 'oxivir TB sprays AHP approved',
- 'sensigrip latex BX 100 INVACARE']
-
-
-# product = "Field's stain B 100ml"
-# data = get_info(product)
-# print(data)
-
-############################ Streamlit App ############################
-# app config
-st.set_page_config(page_title="CINUC AI Marketer", page_icon="📈", layout="centered")
-
-# Adding some information to the app
-st.markdown("## Welcome to the CINUC AI Marketer")
-st.write("This is an AI marketer that helps you to predict the price of a product based on the data provided. It uses the data to make a recommendation on the price to be given to the customers for the next 1 year. The AI marketer also provides a short explanation of the strategy used to get to that price.")
-
-# App usage information
-st.markdown("### How to use the App")
-st.write("1. Enter today's exchange rate")
-st.write("2. Choose your profit margin")
-st.write("1. Select a product from the sidebar")
-st.write("2. The data for the selected product will be displayed")
-st.write("3. Click on the Analyze and Recommend button to get the price recommendation")
-st.write("4. The AI marketer will analyze the data and provide a price recommendation based on the forecasted exchange rate.")
-
-# today's exchange rate input
-today_rate = st.number_input("Enter Today's Exchange Rate", value=1650)
-# profit margin input in range 0-100
-profit_margin = st.number_input("Enter Profit Margin", value=50)
-
-# configuring the sidebar
-st.sidebar.title("Select a Product")
-product = st.sidebar.selectbox("Select a Product", product_lists)
-# adding a button to analyze the data
-# some static data
-Forecasted_price = 2500
-today = time.strftime("%d/%m/%Y")
-if st.sidebar.button("Analyze and Recommend"):
-
-    # getting the data
-    data = get_info(product)
-    
-    # displaying the data
-    st.write("### Product Data")
-    st.write(pd.DataFrame(data))
-
-    # calling the ai_markerter function
-    try:
-        output = ai_markerter(data, Forecasted_price, today, today_rate, profit_margin)
-        new_output = market_validator(data, Forecasted_price, today, today_rate, output, profit_margin)
-    except Exception as e:
-        new_output = f"An error occured, please try again"
-
-    # displaying the output
+import streamlit as st
+import pandas as pd
+from utils import ai_markerter, market_validator
+import time
+
+########################## Data Set Up ############################
+# loading the data
+first_call_off = pd.read_csv('first_call_off.csv')
+fourth_call_off_abc = pd.read_csv('fourth_call_off_abc_df.csv')
+fourth_call_off_stock = pd.read_csv('fourth_call_off_stock.csv')
+list_price = pd.read_csv('list_price_df.csv')
+reagent_price = pd.read_csv('reagent_prices.csv')
+
+
+# a function to load the data and get info
+def get_info(product_name):
+    # checking the PRODUCT column in all the dataframes, storing the result in a dictionary
+    # adding a try except block to handle the case where the product is not found in the dataframe
+    dict_list = []
+    df_list = [first_call_off, fourth_call_off_abc, fourth_call_off_stock, list_price, reagent_price]
+    for df in df_list:
+        dict_info = {}
+        if product_name in df['PRODUCTS'].values:
+            dict_info['Product'] = product_name
+            dict_info['Category'] = df['CATEGORY'][df['PRODUCTS'] == product_name].values[0]
+            dict_info['Unit Price'] = df['UNIT NGN'][df['PRODUCTS'] == product_name].values[0]
+            dict_info['Cinuc Price'] = df['CINUC PRICE'][df['PRODUCTS'] == product_name].values[0]
+            dict_info['Exchange Rate'] = df['EXCHANGE RATE'][df['PRODUCTS'] == product_name].values[0]
+            dict_info['Date'] = df['DATE'][df['PRODUCTS'] == product_name].values[0]
+            dict_list.append(dict_info)
+    return dict_list
+
+product_lists = ['AFP i- chromax',
+ 'AIC NOW catridge for HB Aic determination 10.PKT',
+ 'Agary 2ml single-use syringes 23G X11/4 100 /PACK',
+ 'Antibiotics multidisk( AB- DISC) gram neg',
+ 'Antibiotics multidisk( AB- DISC) gram pos',
+ 'Antibiotics multidisk( AB-DISC) gram neg',
+ 'Antibiotics multidisk( AB-DISC) gram pos',
+ 'Autoclave tapes (roll)',
+ 'BATTERY LITHIUM A A3.6V',
+ 'BHCG i- chromax',
+ 'BioMed sicle scan for rapid genotye X25 /PKT',
+ 'Bispot 1 &2 Determinate pkt',
+ 'Bispot 1 &2 Determine pkt ALEERE',
+ 'Blood group A typing serum 10ml/ 10 bottles /pkt by Biotec',
+ 'Blood group AB typing serum 10ml/ 10 bottles /pkt by Biotec',
+ 'Blood group B typing serum 10ml/ 10 bottles /pkt by Biotec',
+ 'Blood group D typing serum 10ml/ 10 bottles /pkt by Biotec',
+ 'CEA i- chromax',
+ 'CK-MB i- chromax',
+ 'CLED 500g',
+ 'COBAS 3 C111 CLEANER',
+ 'COBAS 3 C111 PROBE CLEANER 500ML',
+ 'COBAS C 11 GLU2 GLUCOSE 400 TESTS',
+ 'COBAS C 111 ALKALINE PHOS 400 TESTS',
+ 'COBAS C 111 ALT (GPT) 400 TESTS',
+ 'COBAS C 111 AST (GOT) 400 TESTS',
+ 'COBAS C 111 Automated system CFAS 12 x 3ml botlles /pkt',
+ 'COBAS C 111 BLT3 TOTAL BILIRUBIN',
+ 'COBAS C 111 CFAS Lipid',
+ 'COBAS C 111 CHOL3 CHOLESTEROL 400 TESTS',
+ 'COBAS C 111 DEPROTEINIZER 2 bottles / pkt',
+ 'COBAS C 111 PRINTER PAPER 4 rolls /PKT',
+ 'COBAS C 111 TRIGLYCERIDES 200 TESTS',
+ 'COBAS C 111 UREA 400 TESTS',
+ 'COBAS C 111 URIC ACID PLUS 400 TESTS',
+ 'COBAS C111 CREATININE 400 TESTS',
+ 'COBAS C111 HDL 400TESTS',
+ 'COBAS C111 SAMPLE CUPS 1000/PKT',
+ 'COBAS C111 SODIUN CHLORIDE',
+ 'COBAS INTEGRA C 111 ACTIVATOR 9X12 ml bottles /pt',
+ 'CORTISOL i- chromax',
+ 'CRP i- chromax',
+ 'CUVETTE SEGMENT COBAS C 111 5,000 pcs/pkt',
+ 'Chloroscope complete kit with ortholidine',
+ 'Cholesterol (Accu Answer)',
+ 'Clean and check',
+ 'Complete set Vacutainer 4ml EDTA by 1000/pkt BD',
+ 'Conical Flask 1000ml',
+ 'Conical Flask 250ml',
+ 'Conical Flask 500ml',
+ 'Cotton wool non absorbent 500g',
+ 'D-DIMER i- chromax',
+ 'D-DIMER i-chromax',
+ 'Dependaplast waterproof round spot plasters 100/pkt',
+ 'Electrophoresing buffer, 6.1g x 10 shandon/pky',
+ 'Epson ribbon for Reflotron printer',
+ 'Erytrocyte sedimentation rate, dispet 100/pkt',
+ 'FERRITIN i- chromax',
+ 'FSH i- chromax',
+ 'Febrile antigen test (OMEGA) 8 x 5ml with controls',
+ 'Febrile antigen test (VOSAN) 8 x 5ml with controls',
+ "Field's stain A 100ml",
+ "Field's stain B 100ml",
+ 'Filter paper whatman 42 ashless 12.5 cm 100/pkt',
+ 'Giemsa Stain 100ml/bottle ferntec biosciences',
+ 'Glucose (Accu Answer)',
+ 'HALOGEN LAMP for COBAS c111',
+ 'HCG i- chromax',
+ 'HCG test strips Diaspot, diagnostic USA,/ Antec type/ 50/pkt',
+ 'HbA1C i- chromax',
+ 'Heavy duty oxivir TB bench wipes AHP approved',
+ 'HsCRP i- chromax',
+ 'Immersion oil 100ml',
+ 'Insta TEST 6 PLUS lamotte 50strips/pkt',
+ 'Insta iron Lamotte25 strips/pkt',
+ 'LH i- chromax',
+ 'Labacon H.pylori',
+ 'Laboratory lighter plastic gun type',
+ 'Latex examination gloves (by Sempercare) 100 7L',
+ 'Latex examination gloves (by Sempercare) 100 8-9L',
+ 'MICROALBUMIN i- chromax',
+ 'MYOGLOBIN same',
+ 'Macconkey agar 500g oxoid',
+ 'Manfred grease free crytal clear slides 72/Pack x20',
+ 'Manifred cover slips 50 x10/pkt',
+ 'Methylated spirit 4l BDH with MSDS',
+ 'Mindray UA66 uirinalysis strips 50/pkt',
+ 'Multistrips for urinalysis, ACON LABS',
+ 'Oxoid Blood agar base 500gm by pronadis product',
+ 'Oxoid CLED agar 500grams pronadisa product',
+ 'Oxoid Iso- sensitest agar agar 500gm pronadisa product',
+ 'Oxoid Iso-sensitest agar agar 500gm pronadisa product',
+ 'Oxoid MacConkey agar 500gm by pronadisa procuct',
+ 'Oxoid Nutrient agar 500gm pronadisa product',
+ 'Oxoid Yeast extract agar 500gm pronadisa product',
+ 'PCT i- chromax',
+ 'PROBE SET COBAS c111',
+ 'PROGESTERONE i- chromax',
+ 'PROLACTIN i- chromax',
+ 'PSA i- chromax',
+ 'Paper tapes (Rolls)',
+ 'Parazone 500ml x 20bottles /ctn',
+ 'Pipette tips (1-200ul) blue type x 1000/pkt EPPENDDORE',
+ 'Pyrix Beaker 1000ml',
+ 'Pyrix Beaker 100ml',
+ 'Pyrix Beaker 2000 ml',
+ 'Pyrix Beaker 250ml',
+ 'Pyrix Beaker 500ml',
+ 'QBC HEAMATOLOGY/MALARIA TUBES 250T',
+ 'QBC HEAMATOLOGY/MALARIA TUBES TUBES 250T',
+ 'QBC HEMATOLOGY/MALARIA TUBES TUBES 250T',
+ 'RF IgM i- chromax',
+ 'Reflotron AST/GOT x30 stripes/pkt',
+ 'Reflotron AST/GOT x30 stripes/pkt stripes/pkt',
+ 'Reflotron Alk.Phosphate x 30 stripes/pkt',
+ 'Reflotron Bilirubin x 30 stripes/pkt',
+ 'Reflotron Cholesterol x30 stripes/pkt',
+ 'Reflotron Creatinine x30 stripes/pkt',
+ 'Reflotron GPT/ALT x 30 stripes/pkt',
+ 'Reflotron Gamma GT x 30 stripes/pkt',
+ 'Reflotron Glucose 15 x 2 stripes /pkt',
+ 'Reflotron HDL Cholesterol x 30 stripes/pkt',
+ 'Reflotron Pancreatic Amylase 15 x 2',
+ 'Reflotron Pancreatic Amylase 15 x 2 stripes/pkt',
+ 'Reflotron Pancreatic Amylase 15x2 stripes/pkt',
+ 'Reflotron Potassium x 30',
+ 'Reflotron Pottasium x 30',
+ 'Reflotron Triglycerides x30 stripes/pkt',
+ 'Reflotron Urea 15 x 2 stripes/pkt',
+ 'Reflotron Uric Acid x 30 stripes/pkt',
+ 'S- monovette 4.5ml lithium heparin Sarstedt x 500/cartoon',
+ 'S-monovette 2.6ml EDTA by Sarstedt x500/carton *',
+ 'SD BIO LINE H. Pylori Antibody test 30 tests /pkt',
+ 'SD BIO LINE H.Pylori Antibody test 30 tests /pkt',
+ 'SD BIO LINE HBV test kit',
+ 'SD BIO LINE HIV 1/2 antibody test kit 3.0 25/pkt',
+ 'SD BIO LINE HIV Ag/Ab combo 30tests/pkt',
+ 'SD BIOLINE 30 TEST/PKT. (HAV)',
+ 'SD BIOLINE HAC 30 TEST/PKT. (HAV)',
+ 'SD BIOLINE HCV 3.0 30 tests/pkt',
+ 'SD BIOLINE HIV ELISA 3.0 Confirmatory test kit',
+ 'SD BIOLINE MALARIA Ag P. f ELISA Test',
+ 'SD BIOLINE Prostatic specific antigen ( PSA) 30/pkt',
+ 'SD BIOLINE Rheumatoid athritis test kit 30 tests /pkt',
+ 'SD BIOLINE Strep A antigen test 25 tests /pkts',
+ 'SD BIOLINE TB Ag test kit 25/kpt',
+ 'SD MALARIA SINGLE UNITS',
+ 'SD Malaria kit HRP2/Pldh (Pf PAN )',
+ 'SD malaria Ag Pf.kit for multiple use, 25/pkt BIOLINE',
+ 'SD malaria Ag Pf.kit for single use, 25/pkt BIOLINE',
+ 'STATPAK HIV 1/2',
+ 'Sarstedt multi-safe comfort 6l, sharp box',
+ 'Sarstedt standardinnoculation loop(50)/pkt',
+ 'Starstedt Safety sterile petri dish disposable type 92/16mm/ctn',
+ 'Sterilin type petri dish containers / 100cm',
+ 'Sterilin type universal containers, (for urine) Red cap type(400)/ctn',
+ 'T3 i- chromax',
+ 'T4 i- chromax',
+ 'TESTOSTERONE i- chromax',
+ 'TSH i- chromax',
+ 'Tn-I i- chromax',
+ 'UNIGOLD HIV test kit',
+ 'Uristix for urinalysis, plus auto check, SIEMENS/ 100/PKT',
+ 'Veneral Disease Resarch LAB antigen test, VDRL TEST.',
+ 'Veneral Disease Research Laboratory (VDRL) TEST KIT',
+ 'Vit D I-Chromax',
+ 'Water quality quick test with probefor PH, ORP, EC, DO and Turbidity',
+ 'cellulose acetate foils X50 Bayer',
+ 'cellulose acetate strips shandon 60 x150mm x 100/pkt',
+ 'mindray 5 heaamatology reagent Cleaner',
+ 'mindray 5 heaamatology reagent Diluent 20ml',
+ 'mindray 5 heaamatology reagent Rinse1L X 4',
+ 'mindray 5 heaamatology reagent leo 1 lyse1L X4',
+ 'mindray 5 heaamatology reagent leo 11 lyse(400mlx4)',
+ 'mindray 5 heamatology reagent Cleaner',
+ 'mindray 5 heamatology reagent Diluent 20ml',
+ 'mindray 5 heamatology reagent Rinse1L X 4',
+ 'mindray 5 heamatology reagent leo 1 lyse1L X4',
+ 'mindray 5 heamtology reagents 53LH LYSE 500/ x4',
+ 'mindray 5 heamtology reagents 53LH LYSE 500/4',
+ 'oxivir TB sprays AHP approved',
+ 'sensigrip latex BX 100 INVACARE']
+
+
+# product = "Field's stain B 100ml"
+# data = get_info(product)
+# print(data)
+
+############################ Streamlit App ############################
+# app config
+st.set_page_config(page_title="CINUC AI Marketer", page_icon="📈", layout="centered")
+
+# Adding some information to the app
+st.markdown("## Welcome to the CINUC AI Marketer")
+st.write("This is an AI marketer that helps you to predict the price of a product based on the data provided. It uses the data to make a recommendation on the price to be given to the customers for the next 1 year. The AI marketer also provides a short explanation of the strategy used to get to that price.")
+
+# App usage information
+st.markdown("### How to use the App")
+st.write("1. Enter today's exchange rate")
+st.write("2. Choose your profit margin")
+st.write("3. Select a product from the sidebar")
+st.write("4. The data for the selected product will be displayed")
+st.write("5. Click on the Analyze and Recommend button to get the price recommendation")
+st.write("6. The AI marketer will analyze the data and provide a price recommendation based on the forecasted exchange rate.")
+
+# today's exchange rate input
+today_rate = st.number_input("Enter Today's Exchange Rate", value=1650)
+# profit margin input in range 0-100
+profit_margin = st.number_input("Enter Profit Margin", value=50)
+
+# configuring the sidebar
+st.sidebar.title("Select a Product")
+product = st.sidebar.selectbox("Select a Product", product_lists)
+# adding a button to analyze the data
+# some static data
+Forecasted_price = 2500
+today = time.strftime("%d/%m/%Y")
+if st.sidebar.button("Analyze and Recommend"):
+
+    # getting the data
+    data = get_info(product)
+    
+    # displaying the data
+    st.write("### Product Data")
+    st.write(pd.DataFrame(data))
+
+    # calling the ai_markerter function
+    try:
+        output = ai_markerter(data, Forecasted_price, today, today_rate, profit_margin)
+        new_output = market_validator(data, Forecasted_price, today, today_rate, output, profit_margin)
+    except Exception as e:
+        new_output = f"An error occured, please try again"
+
+    # displaying the output
     st.markdown(new_output)