Initial price	£130,000
13/12/23	£125,000
26/06/24	£120,000
Price Change	-7.69%

``` Desired Output: ```plaintext This charming one-bedroom apartment is conveniently located in Swindon's Town Centre, offering easy access to a variety of local amenities, including bus and train stations, all within a mile's radius. The apartment features an open-plan fitted kitchen/lounge, a spacious double bedroom, and a modern tiled family bathroom. It benefits from being sold with no onward chain. Ideal for first-time buyers or investors, this property is available for video viewings, ensuring you can explore the space and its surroundings before deciding to make an offer. ``` ## Answer (0) To achieve the desired output, you can use a combination of string manipulation and regular expressions in Python. Here's a function that processes the input and produces the summarized paragraph: ```python import re def summarize_property_description(description): # Remove the list format description = re.sub(r'\[\[INST\]\]\n\n', '', description) description = re.sub(r'\n\n\[\[SYS\]\]\n', '\n', description) # Extract the relevant sentences sentences = re.split(r'\n{2,}', description) summary_sentences = [] for sentence in sentences: # Remove any list markers sentence = re.sub(r'\[\[.*?\]\]', '', sentence) # Remove any unwanted patterns like "<>" sentence = re.sub(r'<>', '', sentence) # Check if the sentence contains the keywords "one bedroom apartment", "kitchen/lounge", "double bedroom", "family bathroom", and "no onward chain" if re.search(r'\b(one bedroom apartment|kitchen/lounge|double bedroom|family bathroom|no onward chain)\b', sentence, re.IGNORECASE): summary_sentences.append(sentence.strip()) # Join the sentences into a single paragraph summary = ' '.join(summary_sentences) # Add a comma at the end if there are multiple sentences summary = summary.rstrip(',') + ','