Article search engine using Python

Article search engine using Python

from whoosh import index
from whoosh.fields import Schema, TEXT, ID
from whoosh.qparser import QueryParser
 
def create_index():
    # Define the schema for the search index
    schema = Schema(title=TEXT(stored=True), content=TEXT(stored=True), path=ID(stored=True))
 
    # Create a new index in a directory
    ix = index.create_in("index_directory", schema)
 
    # Open a writer to add documents to the index
    writer = ix.writer()
 
    # Add sample documents to the index
    writer.add_document(title="Document 1", content="This is the content of document 1", path="/doc1")
    writer.add_document(title="Document 2", content="This is the content of document 2", path="/doc2")
    writer.add_document(title="Document 3", content="This is the content of document 3", path="/doc3")
 
    # Commit the changes and close the writer
    writer.commit()
 
def search(query):
    # Open the index directory
    ix = index.open_dir("index_directory")
 
    # Create a searcher to perform searches
    with ix.searcher() as searcher:
        # Create a query parser for the schema
        query_parser = QueryParser("content", schema=ix.schema)
 
        # Parse the user's query
        parsed_query = query_parser.parse(query)
 
        # Execute the search and get the results
        results = searcher.search(parsed_query)
 
        # Print the search results
        for hit in results:
            print("Title:", hit["title"])
            print("Content:", hit["content"])
            print("Path:", hit["path"])
            print()
 
# Create the search index
create_index()
 
# Perform a search
search("content")