id: 1 unit: def get_assert() file: skills/retrieval_augmented_generation/evaluation/eval_retrieval.py start line: 0 end line: 0 size: 93 LOC McCabe index: 3 number of parameters: 2 id: 2 unit: def lambda_handler() file: skills/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py start line: 0 end line: 0 size: 44 LOC McCabe index: 11 number of parameters: 2 id: 3 unit: def _rerank_results() file: skills/retrieval_augmented_generation/evaluation/provider_retrieval.py start line: 0 end line: 0 size: 42 LOC McCabe index: 10 number of parameters: 3 id: 4 unit: def _rerank_results() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 41 LOC McCabe index: 10 number of parameters: 3 id: 5 unit: def evaluate_end_to_end() file: skills/retrieval_augmented_generation/evaluation/eval_end_to_end.py start line: 0 end line: 0 size: 40 LOC McCabe index: 5 number of parameters: 3 id: 6 unit: def invoke_model_with_response_stream() file: skills/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py start line: 0 end line: 0 size: 29 LOC McCabe index: 6 number of parameters: 3 id: 7 unit: def llm_eval() file: skills/summarization/evaluation/custom_evals/llm_eval.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 2 id: 8 unit: def search() file: skills/classification/evaluation/vectordb.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 4 id: 9 unit: def search() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 4 id: 10 unit: def search() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 4 id: 11 unit: def generate_prompt_with_rag() file: skills/text_to_sql/evaluation/prompts.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 1 id: 12 unit: def load_data() file: skills/classification/evaluation/vectordb.py start line: 0 end line: 0 size: 20 LOC McCabe index: 12 number of parameters: 2 id: 13 unit: def write_output_to_s3() file: skills/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 4 id: 14 unit: def nltk_bleu_eval() file: skills/summarization/evaluation/custom_evals/bleu_eval.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 2 id: 15 unit: def get_assert() file: skills/summarization/evaluation/custom_evals/llm_eval.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 3 id: 16 unit: def get_assert() file: skills/summarization/evaluation/custom_evals/bleu_eval.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 3 id: 17 unit: def get_assert() file: skills/summarization/evaluation/custom_evals/rouge_eval.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 3 id: 18 unit: def get_schema_info() file: skills/text_to_sql/evaluation/prompts.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 0 id: 19 unit: def retrieve_level_three() file: skills/retrieval_augmented_generation/evaluation/provider_retrieval.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 3 id: 20 unit: def get_assert() file: skills/retrieval_augmented_generation/evaluation/eval_end_to_end.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 21 unit: def load_data() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 22 unit: def load_data() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 23 unit: def llm_call() file: patterns/agents/util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 24 unit: def _embed_and_store() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 25 unit: def _embed_and_store() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 26 unit: def retrieve_base() file: skills/retrieval_augmented_generation/evaluation/provider_retrieval.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 27 unit: def retrieve_level_two() file: skills/retrieval_augmented_generation/evaluation/provider_retrieval.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 28 unit: def __init__() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 29 unit: def save_db() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 30 unit: def __init__() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 31 unit: def save_db() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 32 unit: def __init__() file: skills/classification/evaluation/vectordb.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 33 unit: def load_db() file: skills/classification/evaluation/vectordb.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 34 unit: def search() file: skills/text_to_sql/evaluation/vectordb.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 4 id: 35 unit: def evaluate_retrieval() file: skills/retrieval_augmented_generation/evaluation/eval_retrieval.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 36 unit: def load_db() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 37 unit: def load_db() file: skills/retrieval_augmented_generation/evaluation/vectordb.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 38 unit: def _retrieve_advanced() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 39 unit: def parse_s3_path() file: skills/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 40 unit: def load_db() file: skills/text_to_sql/evaluation/vectordb.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 41 unit: def load_data() file: skills/text_to_sql/evaluation/vectordb.py start line: 0 end line: 0 size: 7 LOC McCabe index: 6 number of parameters: 2 id: 42 unit: def _retrieve_base() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 43 unit: def retrieve_level_two() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 44 unit: def get_transform() file: skills/classification/evaluation/transform.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 45 unit: def rag_classify() file: skills/classification/evaluation/prompts.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 46 unit: def rag_chain_of_thought_classify() file: skills/classification/evaluation/prompts.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 47 unit: def __init__() file: skills/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 48 unit: def read_from_s3() file: skills/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 49 unit: def generate_prompt_with_examples() file: skills/text_to_sql/evaluation/prompts.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 50 unit: def generate_prompt_with_cot() file: skills/text_to_sql/evaluation/prompts.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 51 unit: def calculate_mrr() file: skills/retrieval_augmented_generation/evaluation/eval_retrieval.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 52 unit: def answer_query_base() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 53 unit: def answer_query_level_two() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 54 unit: def answer_query_level_three() file: skills/retrieval_augmented_generation/evaluation/prompts.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 55 unit: def rouge_eval() file: skills/summarization/evaluation/custom_evals/rouge_eval.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 56 unit: def __init__() file: skills/text_to_sql/evaluation/vectordb.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 57 unit: def save_db() file: skills/text_to_sql/evaluation/vectordb.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 58 unit: def generate_prompt() file: skills/text_to_sql/evaluation/prompts.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 59 unit: def extract_xml() file: patterns/agents/util.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 60 unit: def simple_classify() file: skills/classification/evaluation/prompts.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 61 unit: def basic_summarize() file: skills/summarization/evaluation/prompts.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 62 unit: def guided_legal_summary() file: skills/summarization/evaluation/prompts.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 63 unit: def summarize_long_document() file: skills/summarization/evaluation/prompts.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 64 unit: def __init__() file: skills/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1