Added new plot showing which low-code tools mention AI as keyword or in their description

Author: jcabot

analysis.py

@@ -13,9 +13,9 @@ def analyze_repos_multiple_keywords(repos, keywords, category_name):
 
         # Check if any of the keywords match
         matches = any(
-            keyword in description or 
-            keyword in name or 
-            any(keyword in topic for topic in topics)
+            (keyword in description if keyword != 'ai' else (' ai ' in description  or ' ai-' in description)) or
+            (keyword in name if keyword != 'ai' else (' ai ' in name  or ' ai-' in name)) or
+            any(keyword == topic.strip() for topic in topics)
             for keyword in keywords
         )
 
@@ -32,7 +32,8 @@ def display_analysis(repos, category):
     keyword_sets = {
         'no-code': ['nocode', 'no-code'],
         'modeling': ['model', 'modeling', 'model-driven', 'model-based'],
-        'uml': ['uml', 'unified modeling language']
+        'uml': ['uml', 'unified modeling language'],
+        'ai': ['ai', 'artificial intelligence']
     }
 
     # Define excluded repos for modeling category

app.py

@@ -93,6 +93,7 @@ def fetch_low_code_repos(query="low-code", sort="stars", order="desc", per_page=
     - [No-Code Analysis](#analysis-for-no-code)
     - [Modeling Analysis](#analysis-for-modeling)
     - [UML Analysis](#analysis-for-uml)
+    - [AI Analysis](#analysis-for-ai)
 """)
 
 st.markdown("<a name='quick-notes'></a>", unsafe_allow_html=True)
@@ -265,11 +266,11 @@ def fetch_low_code_repos(query="low-code", sort="stars", order="desc", per_page=
 
 
 if 'repos' in st.session_state and st.session_state.repos:
-    st.write("## Low-code tools self-defining as well as no-code, modeling or UML tools")
+    st.write("## Repository Analysis")
 
-    for keyword in ['no-code', 'modeling', 'uml']:
+    for keyword in ['no-code', 'modeling', 'uml', 'ai']:
         st.write(f"### Analysis for '{keyword}'")
         display_analysis(st.session_state.repos, keyword)
         st.markdown("---")
 else:
-    st.warning("Please fetch repositories first using the search functionality above.")
+    st.warning("Please fetch repositories first using the search functionality above.")