import json def keep_only_one_source_domain(json_file_path): with open(json_file_path, 'r') as file: data = json.load(file) seen_domains = set() unique_data = [] for item in data: source_domain = item.get('source_domain') json_obj = {} json_obj["url"] = item["url"] json_obj["source_domain"] = item["source_domain"] json_obj["title"] = item["title"] json_obj["raw_content"] = " ".join(item["raw_content"].split()[:50]) if source_domain not in seen_domains: seen_domains.add(source_domain) unique_data.append(json_obj) with open("unique_source_documents.json", 'w') as file: json.dump(unique_data, file, indent=4, ensure_ascii=False) # Usage example: json_file_path = 'selected_documents.json' # Replace 'data.json' with the path to your JSON file keep_only_one_source_domain(json_file_path)