1 files changed, 160 insertions, 0 deletions
diff --git a/R2R/r2r/base/__init__.py b/R2R/r2r/base/__init__.py
new file mode 100755
index 00000000..a6794a84
--- /dev/null
+++ b/R2R/r2r/base/__init__.py
@@ -0,0 +1,160 @@
+from .abstractions.base import AsyncSyncMeta, UserStats, syncable
+from .abstractions.document import (
+    DataType,
+    Document,
+    DocumentInfo,
+    DocumentType,
+    Entity,
+    Extraction,
+    ExtractionType,
+    Fragment,
+    FragmentType,
+    KGExtraction,
+    Triple,
+    extract_entities,
+    extract_triples,
+)
+from .abstractions.exception import R2RDocumentProcessingError, R2RException
+from .abstractions.llama_abstractions import VectorStoreQuery
+from .abstractions.llm import (
+    GenerationConfig,
+    LLMChatCompletion,
+    LLMChatCompletionChunk,
+    RAGCompletion,
+)
+from .abstractions.prompt import Prompt
+from .abstractions.search import (
+    AggregateSearchResult,
+    KGSearchRequest,
+    KGSearchResult,
+    KGSearchSettings,
+    VectorSearchRequest,
+    VectorSearchResult,
+    VectorSearchSettings,
+)
+from .abstractions.vector import Vector, VectorEntry, VectorType
+from .logging.kv_logger import (
+    KVLoggingSingleton,
+    LocalKVLoggingProvider,
+    LoggingConfig,
+    PostgresKVLoggingProvider,
+    PostgresLoggingConfig,
+    RedisKVLoggingProvider,
+    RedisLoggingConfig,
+)
+from .logging.log_processor import (
+    AnalysisTypes,
+    FilterCriteria,
+    LogAnalytics,
+    LogAnalyticsConfig,
+    LogProcessor,
+)
+from .logging.run_manager import RunManager, manage_run
+from .parsers import AsyncParser
+from .pipeline.base_pipeline import AsyncPipeline
+from .pipes.base_pipe import AsyncPipe, AsyncState, PipeType
+from .providers.embedding_provider import EmbeddingConfig, EmbeddingProvider
+from .providers.eval_provider import EvalConfig, EvalProvider
+from .providers.kg_provider import KGConfig, KGProvider, update_kg_prompt
+from .providers.llm_provider import LLMConfig, LLMProvider
+from .providers.prompt_provider import PromptConfig, PromptProvider
+from .providers.vector_db_provider import VectorDBConfig, VectorDBProvider
+from .utils import (
+    EntityType,
+    RecursiveCharacterTextSplitter,
+    Relation,
+    TextSplitter,
+    format_entity_types,
+    format_relations,
+    generate_id_from_label,
+    generate_run_id,
+    increment_version,
+    run_pipeline,
+    to_async_generator,
+)
+
+__all__ = [
+    # Logging
+    "AsyncParser",
+    "AnalysisTypes",
+    "LogAnalytics",
+    "LogAnalyticsConfig",
+    "LogProcessor",
+    "LoggingConfig",
+    "LocalKVLoggingProvider",
+    "PostgresLoggingConfig",
+    "PostgresKVLoggingProvider",
+    "RedisLoggingConfig",
+    "AsyncSyncMeta",
+    "syncable",
+    "RedisKVLoggingProvider",
+    "KVLoggingSingleton",
+    "RunManager",
+    "manage_run",
+    # Abstractions
+    "VectorEntry",
+    "VectorType",
+    "Vector",
+    "VectorSearchRequest",
+    "VectorSearchResult",
+    "VectorSearchSettings",
+    "KGSearchRequest",
+    "KGSearchResult",
+    "KGSearchSettings",
+    "AggregateSearchResult",
+    "AsyncPipe",
+    "PipeType",
+    "AsyncState",
+    "AsyncPipe",
+    "Prompt",
+    "DataType",
+    "DocumentType",
+    "Document",
+    "DocumentInfo",
+    "Extraction",
+    "ExtractionType",
+    "Fragment",
+    "FragmentType",
+    "extract_entities",
+    "Entity",
+    "extract_triples",
+    "R2RException",
+    "R2RDocumentProcessingError",
+    "Triple",
+    "KGExtraction",
+    "UserStats",
+    # Pipelines
+    "AsyncPipeline",
+    # Providers
+    "EmbeddingConfig",
+    "EmbeddingProvider",
+    "EvalConfig",
+    "EvalProvider",
+    "PromptConfig",
+    "PromptProvider",
+    "GenerationConfig",
+    "RAGCompletion",
+    "VectorStoreQuery",
+    "LLMChatCompletion",
+    "LLMChatCompletionChunk",
+    "LLMConfig",
+    "LLMProvider",
+    "VectorDBConfig",
+    "VectorDBProvider",
+    "KGProvider",
+    "KGConfig",
+    "update_kg_prompt",
+    # Other
+    "FilterCriteria",
+    "TextSplitter",
+    "RecursiveCharacterTextSplitter",
+    "to_async_generator",
+    "EntityType",
+    "Relation",
+    "format_entity_types",
+    "format_relations",
+    "increment_version",
+    "run_pipeline",
+    "generate_run_id",
+    "generate_id_from_label",
+]