LICENSE
README.md
pyproject.toml
maticlib/__init__.py
maticlib/exceptions.py
maticlib/utils.py
maticlib.egg-info/PKG-INFO
maticlib.egg-info/SOURCES.txt
maticlib.egg-info/dependency_links.txt
maticlib.egg-info/requires.txt
maticlib.egg-info/top_level.txt
maticlib/client/__init__.py
maticlib/client/classes/base_client.py
maticlib/client/classes/client_output_model.py
maticlib/client/classes/enums/modality_type.py
maticlib/client/classes/enums/role_type.py
maticlib/client/classes/model_classes/content_part.py
maticlib/core/__init__.py
maticlib/core/evaluation/__init__.py
maticlib/core/evaluation/evaluator.py
maticlib/core/evaluation/models.py
maticlib/core/formatting/__init__.py
maticlib/core/formatting/sql_result.py
maticlib/core/parsers/__init__.py
maticlib/core/parsers/base.py
maticlib/core/parsers/json.py
maticlib/core/parsers/pydantic.py
maticlib/core/parsers/xml.py
maticlib/core/prompt/format.py
maticlib/core/retrieval/__init__.py
maticlib/core/retrieval/hybrid.py
maticlib/core/retrieval/rankers.py
maticlib/core/retrieval/transformers.py
maticlib/core/text/__init__.py
maticlib/core/text/models.py
maticlib/core/text/chunkers/__init__.py
maticlib/core/text/chunkers/base.py
maticlib/core/text/chunkers/hierarchical.py
maticlib/core/text/chunkers/semantic_difference.py
maticlib/core/text/chunkers/separator.py
maticlib/core/text/chunkers/token_budget.py
maticlib/core/text2sql/__init__.py
maticlib/core/text2sql/dialect.py
maticlib/core/text2sql/executors.py
maticlib/core/text2sql/guards.py
maticlib/core/text2sql/loaders.py
maticlib/core/text2sql/models.py
maticlib/core/text2sql/tabular_ingestor.py
maticlib/embeddings/__init__.py
maticlib/embeddings/base.py
maticlib/embeddings/google.py
maticlib/embeddings/mistral.py
maticlib/embeddings/models.py
maticlib/embeddings/openai.py
maticlib/graph/__init__.py
maticlib/graph/graph.py
maticlib/graph/node.py
maticlib/io/__init__.py
maticlib/io/base.py
maticlib/io/file.py
maticlib/io/web.py
maticlib/llm/__init__.py
maticlib/llm/google_genai/__init__.py
maticlib/llm/google_genai/client.py
maticlib/llm/google_genai/gemini_classes.py
maticlib/llm/mistral/__init__.py
maticlib/llm/mistral/client.py
maticlib/llm/mistral/mistral_classes.py
maticlib/llm/openai/__init__.py
maticlib/llm/openai/client.py
maticlib/llm/openai/openai_classes.py
maticlib/memory/__init__.py
maticlib/memory/base.py
maticlib/memory/buffer.py
maticlib/messages/__init__.py
maticlib/messages/ai_message.py
maticlib/messages/errors.py
maticlib/messages/human_message.py
maticlib/messages/message.py
maticlib/messages/system_message.py
maticlib/messages/types.py
maticlib/observability/__init__.py
maticlib/observability/callbacks.py
maticlib/observability/trace.py
maticlib/pipelines/__init__.py
maticlib/pipelines/rag_pipeline.py
maticlib/pipelines/text2sql_pipeline.py
maticlib/prompts/__init__.py
maticlib/prompts/base.py
maticlib/prompts/registry.py
maticlib/resilience/__init__.py
maticlib/resilience/retry.py
maticlib/tools/__init__.py
maticlib/tools/tool.py
maticlib/vectorstores/__init__.py
maticlib/vectorstores/base_index.py
maticlib/vectorstores/chroma.py
maticlib/vectorstores/config.py
maticlib/vectorstores/in_memory.py
maticlib/vectorstores/milvus.py
maticlib/vectorstores/pinecone.py
maticlib/vectorstores/qdrant.py
maticlib/vectorstores/schema_index.py
tests/test_base_client.py
tests/test_chunkers.py
tests/test_client_parsing_integration.py
tests/test_embeddings.py
tests/test_formatting_and_evaluation.py
tests/test_google_genai_client.py
tests/test_io_loaders.py
tests/test_memory.py
tests/test_mistral_client.py
tests/test_observability.py
tests/test_openai_client.py
tests/test_prompts.py
tests/test_resilience.py
tests/test_response_parsers.py
tests/test_retrieval_and_pipelines.py
tests/test_text2sql.py
tests/test_tools.py
tests/test_vector_indices.py
tests/test_vectorstores.py