LICENSE
README.md
pyproject.toml
./ragformance/__init__.py
./ragformance/cli/run.py
./ragformance/dataloaders/__init__.py
./ragformance/dataloaders/beir_dataloader.py
./ragformance/dataloaders/downloads.py
./ragformance/dataloaders/huggingface_dataloader.py
./ragformance/eval/__init__.py
./ragformance/eval/trec_eval.py
./ragformance/eval/visualization.py
./ragformance/generators/__init__.py
./ragformance/generators/data_generator_interface.py
./ragformance/generators/query_categorization.py
./ragformance/generators/aida/capella_pdf_qa_generator.py
./ragformance/generators/alpha/__init__.py
./ragformance/generators/alpha/main.py
./ragformance/generators/alpha/parsing_engine.py
./ragformance/generators/alpha/prompts.py
./ragformance/generators/based_llm_and_summary/buildSyntheticDataset.py
./ragformance/generators/error_code/__init__.py
./ragformance/generators/error_code/main.py
./ragformance/generators/error_code/parsing_engine.py
./ragformance/generators/error_code/question_generation.py
./ragformance/generators/llm_prompt/corpus_builder.py
./ragformance/generators/llm_prompt/generate_synthetic_answers.py
./ragformance/generators/llm_prompt/generate_synthetic_queries.py
./ragformance/generators/llm_prompt/file_processors/file_processor_interface.py
./ragformance/generators/llm_prompt/file_processors/md_processor.py
./ragformance/generators/llm_prompt/file_processors/pdf_processor.py
./ragformance/generators/mic/__init__.py
./ragformance/generators/mic/main.py
./ragformance/generators/mic/model.py
./ragformance/generators/mic/parser.py
./ragformance/generators/structural_generator/__init__.py
./ragformance/generators/structural_generator/main.py
./ragformance/generators/structural_generator/parser.py
./ragformance/generators/tokenburner/TokenBurner.py
./ragformance/generators/tokenburner_gpt_2/main.py
./ragformance/generators/tokenburner_gpt_2/prompts.py
./ragformance/models/__init__.py
./ragformance/models/answer.py
./ragformance/models/corpus.py
./ragformance/rag/__init__.py
./ragformance/rag/haystack_rag.py
./ragformance/rag/multi_embedding_llm.py
./ragformance/rag/naive_rag.py
./ragformance/rag/openwebui_rag.py
./ragformance/rag/rag_interface.py
./ragformance/rag/clients/__init__.py
./ragformance/rag/clients/ollama_client.py
./ragformance/rag/clients/openwebui_client.py
ragformance/__init__.py
ragformance.egg-info/PKG-INFO
ragformance.egg-info/SOURCES.txt
ragformance.egg-info/dependency_links.txt
ragformance.egg-info/entry_points.txt
ragformance.egg-info/requires.txt
ragformance.egg-info/top_level.txt
ragformance/cli/run.py
ragformance/dataloaders/__init__.py
ragformance/dataloaders/beir_dataloader.py
ragformance/dataloaders/downloads.py
ragformance/dataloaders/huggingface_dataloader.py
ragformance/eval/__init__.py
ragformance/eval/trec_eval.py
ragformance/eval/visualization.py
ragformance/generators/__init__.py
ragformance/generators/data_generator_interface.py
ragformance/generators/query_categorization.py
ragformance/generators/aida/capella_pdf_qa_generator.py
ragformance/generators/alpha/__init__.py
ragformance/generators/alpha/main.py
ragformance/generators/alpha/parsing_engine.py
ragformance/generators/alpha/prompts.py
ragformance/generators/based_llm_and_summary/buildSyntheticDataset.py
ragformance/generators/error_code/__init__.py
ragformance/generators/error_code/main.py
ragformance/generators/error_code/parsing_engine.py
ragformance/generators/error_code/question_generation.py
ragformance/generators/llm_prompt/corpus_builder.py
ragformance/generators/llm_prompt/generate_synthetic_answers.py
ragformance/generators/llm_prompt/generate_synthetic_queries.py
ragformance/generators/llm_prompt/file_processors/file_processor_interface.py
ragformance/generators/llm_prompt/file_processors/md_processor.py
ragformance/generators/llm_prompt/file_processors/pdf_processor.py
ragformance/generators/mic/__init__.py
ragformance/generators/mic/main.py
ragformance/generators/mic/model.py
ragformance/generators/mic/parser.py
ragformance/generators/structural_generator/__init__.py
ragformance/generators/structural_generator/main.py
ragformance/generators/structural_generator/parser.py
ragformance/generators/tokenburner/TokenBurner.py
ragformance/generators/tokenburner_gpt_2/main.py
ragformance/generators/tokenburner_gpt_2/prompts.py
ragformance/models/__init__.py
ragformance/models/answer.py
ragformance/models/corpus.py
ragformance/rag/__init__.py
ragformance/rag/haystack_rag.py
ragformance/rag/multi_embedding_llm.py
ragformance/rag/naive_rag.py
ragformance/rag/openwebui_rag.py
ragformance/rag/rag_interface.py
ragformance/rag/clients/__init__.py
ragformance/rag/clients/ollama_client.py
ragformance/rag/clients/openwebui_client.py
tests/test_ask_queries.py
tests/test_eval.py
tests/test_upload_corpus.py