Endpoints — github.com/Marker-Inc-Korea/AutoRAG

hub / github.com/Marker-Inc-Korea/AutoRAG / endpoints

Endpoints127 in github.com/Marker-Inc-Korea/AutoRAG

⨍ Functions 1,491◇ Types & classes 132↳ Endpoints 127

Route__row_pure

convert_inputs_to_list

autorag/nodes/passagefilter/threshold_cutoff.py:None

Routeconvert_inputs_to_list_function

convert_inputs_to_list

tests/autorag/utils/test_util.py:None

Routeevaluate

evaluate_generation(metric_inputs=metric_inputs, metrics=metrics)

autorag/nodes/promptmaker/run.py:None

Routeevaluate_generation_module

evaluate_generation(metric_inputs=metric_inputs, metrics=metrics)

autorag/nodes/generator/run.py:None

Routeevaluate_this_module

evaluate_retrieval( metric_inputs=metric_inputs, metrics=metrics, )

autorag/nodes/semanticretrieval/run.py:None

Routeevaluate_this_module

evaluate_retrieval( metric_inputs=metric_inputs, metrics=metrics, )

autorag/nodes/lexicalretrieval/run.py:None

Routeevaluate_this_module

evaluate_retrieval( metric_inputs=metric_inputs, metrics=metrics, )

autorag/nodes/hybridretrieval/run.py:None

Routeevaluate_this_module

evaluate_retrieval( metric_inputs=metric_inputs, metrics=metrics, )

autorag/nodes/queryexpansion/run.py:None

Routeevaluate_this_module

evaluate_retrieval( metric_inputs=metric_inputs, metrics=metrics, )

autorag/nodes/retrieval/run_util.py:None

Routeextract_best_config

click.option( "--output_path", type=click.Path(), help="Path to the output directory. Must be .yaml or .yml

autorag/cli.py:None

Routeget_id_scores

convert_inputs_to_list

autorag/nodes/semanticretrieval/vectordb.py:None

Routeget_version

self.app.route("/version", methods=["GET"])

autorag/deploy/api.py:None

Routehuggingface_evaluate

convert_inputs_to_list

autorag/evaluation/metric/generation.py:None

Routepseudo_generation

evaluate_generation( metric_inputs=[MetricInput(generation_gt=gen_gt) for gen_gt in generation_gts], m

tests/autorag/evaluate/test_generation_evaluate.py:None

Routepseudo_generation_dict_metrics

evaluate_generation( metric_inputs=[MetricInput(generation_gt=gen_gt) for gen_gt in generation_gts], m

tests/autorag/evaluate/test_generation_evaluate.py:None

Routepseudo_generation_with_log_probs

evaluate_generation( metric_inputs=[MetricInput(generation_gt=gen_gt) for gen_gt in generation_gts], m

tests/autorag/evaluate/test_generation_evaluate.py:None

Routepseudo_retrieval

evaluate_retrieval( metric_inputs=metric_inputs, metrics=["retrieval_recall", "retrieval_precision", "

tests/autorag/evaluate/test_retrieval_evaluate.py:None

Routepseudo_retrieval

evaluate_retrieval_contents( metric_inputs=[ MetricInput(retrieval_gt_contents=gt_contents) for gt

tests/autorag/evaluate/test_retrieval_contents_evaluate.py:None

Routepseudo_retrieval_dict_metric

evaluate_retrieval( metric_inputs=metric_inputs, metrics=[{"metric_name": "retrieval_recall"}, {"metri

tests/autorag/evaluate/test_retrieval_evaluate.py:None

Routerun_query

self.app.route("/v1/run", methods=["POST"])

autorag/deploy/api.py:None

Routerun_retrieve_only

self.app.route("/v1/retrieve", methods=["POST"])

autorag/deploy/api.py:None

Routestream_query

self.app.route("/v1/stream", methods=["POST"])

autorag/deploy/api.py:None

Routetest_astream_strips_think_tags

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create_str

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_async_qa_gen_llama_index

patch.object(MockLLM, "acomplete", acomplete_qa_creation)

tests/autorag/data/legacy/qacreation/test_llama_index_qacreation.py:None

Routetest_async_rankgpt_rerank

patch.object( OpenAI, "achat", mock_openai_achat, )

tests/autorag/nodes/passagereranker/test_rankgpt.py:None

Routetest_clova_ocr_multiple_pdf

patch.object(autorag.data.parse.clova, "clova_ocr_pure", mock_clova_ocr_pure)

tests/autorag/data/parse/test_clova.py:None

Routetest_clova_ocr_multiple_pdf_node

patch.object(autorag.data.parse.clova, "clova_ocr_pure", mock_clova_ocr_pure)

tests/autorag/data/parse/test_clova.py:None

Routetest_clova_ocr_single_pdf

patch.object(autorag.data.parse.clova, "clova_ocr_pure", mock_clova_ocr_pure)

tests/autorag/data/parse/test_clova.py:None

Routetest_clova_ocr_single_pdf_node

patch.object(autorag.data.parse.clova, "clova_ocr_pure", mock_clova_ocr_pure)

tests/autorag/data/parse/test_clova.py:None

Routetest_cohere_node

patch.object(cohere.client_v2.AsyncClientV2, "rerank", mock_cohere_reranker)

tests/autorag/nodes/passagereranker/test_cohere_reranker.py:None

Routetest_cohere_reranker

patch.object(cohere.client_v2.AsyncClientV2, "rerank", mock_cohere_reranker)

tests/autorag/nodes/passagereranker/test_cohere_reranker.py:None

Routetest_cohere_reranker_batch_one

patch.object(cohere.client_v2.AsyncClientV2, "rerank", mock_cohere_reranker)

tests/autorag/nodes/passagereranker/test_cohere_reranker.py:None

Routetest_compress_ragas

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/evolve/test_openai_query_evolve.py:None

Routetest_concept_completion_query_gen_ja

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/query/test_openai_gen_query.py:None

Routetest_concept_completion_query_gen_ko

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/query/test_openai_gen_query.py:None

Routetest_conditional_evolve_ragas

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/evolve/test_openai_query_evolve.py:None

Routetest_dontknow_filter_llama_index

patch.object( OpenAI, "achat", mock_llama_index_response, )

tests/autorag/data/qa/filter/test_dontknow.py:None

Routetest_dontknow_filter_openai

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_openai_response, )

tests/autorag/data/qa/filter/test_dontknow.py:None

Routetest_duplicate_id_vectordb_ingest

patch.object( OpenAIEmbedding, "aget_text_embedding_batch", mock_aget_text_embedding_batch, )

tests/autorag/nodes/semanticretrieval/test_vectordb.py:None

Routetest_evaluate_generation

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_g_eval_openai_cre

tests/autorag/evaluate/test_generation_evaluate.py:None

Routetest_factoid_query_gen

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/query/test_openai_gen_query.py:None

Routetest_factoid_query_gen_ja

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/query/test_openai_gen_query.py:None

Routetest_factoid_query_gen_ko

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/query/test_openai_gen_query.py:None

Routetest_hybrid_rrf_node_deploy

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/nodes/hybridretrieval/test_hybrid_rrf.py:None

Routetest_jina_reranker

patch.object( autorag.nodes.passagereranker.jina, "jina_reranker_pure", mock_jina_reranker_pure )

tests/autorag/nodes/passagereranker/test_jina_reranker.py:None

Routetest_jina_reranker_batch_one

patch.object( autorag.nodes.passagereranker.jina, "jina_reranker_pure", mock_jina_reranker_pure )

tests/autorag/nodes/passagereranker/test_jina_reranker.py:None

Routetest_jina_reranker_node

patch.object( autorag.nodes.passagereranker.jina, "jina_reranker_pure", mock_jina_reranker_pure )

tests/autorag/nodes/passagereranker/test_jina_reranker.py:None

Routetest_llama_index_llm_structured_output

patch.object( OpenAI, "acomplete", mock_openai_acomplete, )

tests/autorag/nodes/generator/test_llama_index_llm.py:None

Routetest_llama_parse_multimodal

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multimodal_node

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multimodal_use_env_key

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multimodal_use_env_key_node

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multimodal_use_own_key

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multimodal_use_own_key_node

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multiple_pdf

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_multiple_pdf_node

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_single_pdf

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_llama_parse_single_pdf_node

patch.object( llama_cloud_services.parse.base.LlamaParse, "aload_data", mock_llama_parse_aload_dat

tests/autorag/data/parse/test_llamaparse.py:None

Routetest_long_ids_ingest

patch.object( OpenAIEmbedding, "aget_text_embedding_batch", mock_aget_text_embedding_batch )

tests/autorag/nodes/semanticretrieval/test_vectordb.py:None

Routetest_long_text_vectordb_ingest

patch.object( OpenAIEmbedding, "aget_text_embedding_batch", mock_aget_text_embedding_batch, )

tests/autorag/nodes/semanticretrieval/test_vectordb.py:None

Routetest_make_basic_gen_gt

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/generation_gt/test_openai_gen_gt.py:None

Routetest_make_basic_gen_gt_ja

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/generation_gt/test_openai_gen_gt.py:None

Routetest_make_basic_gen_gt_ko

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/generation_gt/test_openai_gen_gt.py:None

Routetest_make_concise_gen_gt

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/generation_gt/test_openai_gen_gt.py:None

Routetest_make_multiple_gen_gt

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/generation_gt/test_openai_gen_gt.py:None

Routetest_make_qa_with_existing_qa_persistent_client_with_gen_gt

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/data/legacy/qacreation/test_base_qacreation.py:None

Routetest_make_qa_with_existing_qa_persistent_client_without_gen_gt

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/data/legacy/qacreation/test_base_qacreation.py:None

Routetest_make_qa_with_existing_qa_with_gen_gt

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/data/legacy/qacreation/test_base_qacreation.py:None

Routetest_make_qa_with_existing_qa_without_gen_gt

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/data/legacy/qacreation/test_base_qacreation.py:None

Routetest_mixedbreadai_node

patch.object( mixedbread_ai.client.AsyncMixedbreadAI, "reranking", mock_mixedbreadai_reranker )

tests/autorag/nodes/passagereranker/test_mixedbreadai_reranker.py:None

Routetest_mixedbreadai_reranker

patch.object( mixedbread_ai.client.AsyncMixedbreadAI, "reranking", mock_mixedbreadai_reranker )

tests/autorag/nodes/passagereranker/test_mixedbreadai_reranker.py:None

Routetest_mixedbreadai_reranker_batch_one

patch.object( mixedbread_ai.client.AsyncMixedbreadAI, "reranking", mock_mixedbreadai_reranker )

tests/autorag/nodes/passagereranker/test_mixedbreadai_reranker.py:None

Routetest_module_from_dict_supported

pytest.mark.parametrize( "module_type, expected_module", [ ("bm25", get_support_modules("bm25"

tests/autorag/schema/test_module_schema.py:None

Routetest_no_think_tags

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create_sim

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_no_truncation

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_openai_llm

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_openai_chat_create, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_openai_llm_gpt_41

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_openai_chat_create, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_openai_llm_node

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_openai_chat_create, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_openai_llm_reasoning

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_openai_chat_create, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_openai_llm_structured

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_openai_llm_truncate

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_openai_chat_create, )

tests/autorag/nodes/generator/test_openai.py:None

Routetest_passage_dependency_filter_llama_index

patch.object( OpenAI, "achat", mock_llama_index_response, )

tests/autorag/data/qa/filter/test_passage_dependency.py:None

Routetest_passage_dependency_filter_openai

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_openai_response, )

tests/autorag/data/qa/filter/test_passage_dependency.py:None

Routetest_prev_next_augmenter_node

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/nodes/passageaugmenter/test_prev_next_augmenter.py:None

Routetest_pure_chat_prompts

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_pure_string_prompts

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_pure_strips_logprobs_param

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_pure_temperature_clamping

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_pure_temperature_zero

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_qa_gen_llama_index

patch.object(MockLLM, "acomplete", acomplete_qa_creation)

tests/autorag/data/legacy/qacreation/test_llama_index_qacreation.py:None

Routetest_qa_gen_llama_index_by_ratio

patch.object(MockLLM, "acomplete", acomplete_qa_creation)

tests/autorag/data/legacy/qacreation/test_llama_index_qacreation.py:None

Routetest_rankgpt_node

patch.object( OpenAI, "achat", mock_openai_achat, )

tests/autorag/nodes/passagereranker/test_rankgpt.py:None

Routetest_rankgpt_reranker

patch.object( OpenAI, "achat", mock_openai_achat, )

tests/autorag/nodes/passagereranker/test_rankgpt.py:None

Routetest_rankgpt_reranker_batch_one

patch.object( OpenAI, "achat", mock_openai_achat, )

tests/autorag/nodes/passagereranker/test_rankgpt.py:None

Routetest_reasoning_evolve_ragas

patch.object( openai.resources.chat.completions.AsyncCompletions, "parse", mock_gen_gt_response, )

tests/autorag/data/qa/evolve/test_openai_query_evolve.py:None

Routetest_refine_chat

patch.object( OpenAI, "apredict", mock_openai_apredict, )

tests/autorag/nodes/passagecompressor/test_refine.py:None

Routetest_refine_custom_prompt_chat

patch.object( OpenAI, "apredict", mock_openai_apredict, )

tests/autorag/nodes/passagecompressor/test_refine.py:None

Routetest_restart_first_node

patch.object(OpenAI, "acomplete", mock_acomplete)

tests/autorag/test_evaluator.py:None

Routetest_run_evaluator

patch.object( openai.resources.chat.completions.AsyncCompletions, "create", mock_minimax_chat_create, )

tests/autorag/nodes/generator/test_minimax.py:None

Routetest_run_hybrid_retrieval_node

patch.object( OpenAIEmbedding, "get_text_embedding_batch", mock_get_text_embedding_batch, )

tests/autorag/nodes/hybridretrieval/test_run_hybrid_retrieval.py:None

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