from urllib.parse import urlparse from dotenv import load_dotenv import os import chromadb import streamlit as st def get_credentials(): load_dotenv() globals()["api_key"] = os.getenv("api_key", None) globals()["watsonx_project_id"] = os.getenv("project_id", None) def load_css(file_name): with open(file_name) as file: st.markdown(f'', unsafe_allow_html=True) def create_collection_name(url): parsed_url = urlparse(url) domain_parts = parsed_url.netloc.split('.') if len(domain_parts) >= 2: return domain_parts[-2] # Extracting the second-level domain else: return "base" def clear_collection(collection_name): client = chromadb.Client() try: collection = client.get_collection(collection_name) if collection: collection.delete() print(f"Collection '{collection_name}' cleared successfully!") except ValueError: pass # collection does not exist, do nothing