Upload 3 files

pages/1_📊_About.py

@@ -0,0 +1,17 @@
+import streamlit as st
+
+st.set_page_config(page_title="About Semantic Search with LLMs", page_icon="📊")
+
+st.markdown("# About Semantic Search with LLMs")
+st.sidebar.header("About Semantic Search with LLMs")
+
+tab1, tab2 = st.tabs(["Product Discovery", "Question And Answering"])
+with tab1:
+    st.header("Product Discovery")
+    with st.expander("Details"):
+        st.write("""Lorem Ipsum""")
+
+with tab2:
+    st.header("Question And Answering")
+    with st.expander("Details"):
+        st.write("""Lorem Ipsum""")

pages/2_🌍_Product_Discovery.py

@@ -0,0 +1,124 @@
+import streamlit as st
+import json
+import requests
+import ast
+import math
+
+
+st.set_page_config(page_title="Product Disovery", page_icon="📊")
+
+st.markdown("# Product Discovery")
+st.sidebar.header("Product Discovery")
+
+def calculate_rows(x):
+    # Calculate the number of rows needed to incorporate x values in a grid with 4 columns
+    rows = math.ceil(x / 4)
+    return rows
+
+def make_grid(cols, rows):
+    grid = [0]*cols
+    for i in range(cols):
+        with st.container():
+            grid[i] = st.columns(rows)
+    return grid
+
+
+def post_results(results, rows):
+    st.header("Results")
+    grid = make_grid(rows, 4)
+    count = 0
+    for j in range(rows):
+        for i in range(4):
+            with st.container():
+                product_name = results[count].get('attributes_name')
+                category_name = results[count].get('category_name')
+                brand_name = results[count].get('brand_name')
+                price = results[count].get('price_effective_min')
+                fynd_link = "https://www.gofynd.com/product/" + results[count].get('slug')
+                medias = ast.literal_eval(results[count].get('image_urls'))
+                if medias[0] == '':
+                    pass
+                    fynd_link = ""
+                else:
+                    grid[j][i].image(medias[0], use_column_width=True)
+                grid[j][i].text(product_name)
+                grid[j][i].text(category_name)
+                grid[j][i].text(brand_name)
+                grid[j][i].text(price)
+                grid[j][i].markdown(f'<a href="{fynd_link}" target="_blank">{fynd_link}</a>', unsafe_allow_html=True)
+                count += 1
+
+
+def get_dummy_results(results):
+    for i in range(len(results), 48):
+        temp = {}
+        temp['attributes_name'] = ""
+        temp['category_name'] = ""
+        temp['brand_name'] = ""
+        temp['price_effective_min'] = ""
+        temp['slug'] = ""
+        temp['image_urls'] = "['']"
+        results.append(temp)
+    return results
+    
+
+def search_image(title):
+    url = "http://localhost:8000/organization/000000001/search"
+
+    payload = json.dumps({
+        "search_type": "image",
+        "search_query": title,
+        "search_strategy": "milvus",
+        "vector_column": "vector"
+        })
+    headers = {
+        'Content-Type': 'application/json'
+        }
+    response = requests.request("POST", url, headers=headers, data=payload)
+    return response.status_code, response.json()
+
+
+def search_text(title):
+    url = "http://localhost:8000/organization/000000001/search"
+
+    payload = json.dumps({
+        "search_type": "text",
+        "search_query": title,
+        "search_strategy": "milvus",
+        "vector_column": "vector"
+        })
+    headers = {
+        'Content-Type': 'application/json'
+        }
+    response = requests.request("POST", url, headers=headers, data=payload)
+    return response.status_code, response.json()
+
+tab1, tab2 = st.tabs(["Search with Text", "Search with Image URL"])
+with tab1:
+    st.header("Search with Text")
+    title = st.text_input('Enter search text', '')
+    if title:
+        response_status_code, response = search_text(title)
+        if response_status_code == 200:
+            print(f"Length of response: {len(response)}")
+            rows = 12
+            if len(response) < 48:
+                rows = calculate_rows(len(response))
+                response = get_dummy_results(response)
+            post_results(response, rows)
+        else:
+            st.write(f"Unable to find any results. Response Error Code: {response_status_code}")
+
+with tab2:
+    st.header("Search with Image URL")
+    title = st.text_input('Enter image URL', '')
+    if title:
+        response_status_code, response = search_image(title)
+        if response_status_code == 200:
+            rows = 12
+            if len(response) < 48:
+                rows = calculate_rows(len(response))
+                response = get_dummy_results(response)
+            post_results(response, rows)
+        else:
+            st.write(f"Unable to find any results. Response Error Code: {response_status_code}")

pages/3_📈_Question_And_Answering.py

@@ -0,0 +1,30 @@
+import streamlit as st
+import json
+import requests
+
+st.set_page_config(page_title="Question And Answering", page_icon="📊")
+
+st.markdown("# Question and Answering")
+st.sidebar.header("Question and Answering")
+
+
+def make_request(title):
+    URL = "https://api.cmlz0.de/service/flash/policy"
+    payload = json.dumps({
+    "question": title
+    })
+    headers = {'Content-Type': 'application/json'}
+    response = requests.request("POST", URL, headers=headers, data=payload)
+    return response.status_code, response.json()
+
+
+st.header("Enter your question")
+title = st.text_input('Enter your question', '')
+
+if title:
+    response_status_code, response = make_request(title)
+    if response_status_code == 200:
+        st.subheader('Generated answer')
+        st.text_area(label=' ', value=str(response.get('text')), height=350)
+    else:
+        st.write(f"Unable to find any results. Response Error Code: {response_status_code}")