import json from core.llm_generator.output_parser.errors import OutputParserError def parse_json_markdown(json_string: str) -> dict: # Get json from the backticks/braces json_string = json_string.strip() starts = ["```json", "```", "``", "`", "{"] ends = ["```", "``", "`", "}"] end_index = -1 start_index = 0 for s in starts: start_index = json_string.find(s) if start_index != -1: if json_string[start_index] != "{": start_index += len(s) break if start_index != -1: for e in ends: end_index = json_string.rfind(e, start_index) if end_index != -1: if json_string[end_index] == "}": end_index += 1 break if start_index != -1 and end_index != -1 and start_index < end_index: extracted_content = json_string[start_index:end_index].strip() parsed = json.loads(extracted_content) else: raise Exception("Could not find JSON block in the output.") return parsed def parse_and_check_json_markdown(text: str, expected_keys: list[str]) -> dict: try: json_obj = parse_json_markdown(text) except json.JSONDecodeError as e: raise OutputParserError(f"Got invalid JSON object. Error: {e}") for key in expected_keys: if key not in json_obj: raise OutputParserError( f"Got invalid return object. Expected key `{key}` to be present, but got {json_obj}" ) return json_obj