rag.core.strategy

RAG orchestration strategies (one persist dir per strategy).

Attributes

RAG_STRATEGY_ENV
INDEXES_DIR_NAME
INGEST_ALL

Classes

RagStrategy

In-process orchestration library used to ingest and query the PDF corpus.

Functions

index_dir_for(→ pathlib.Path)

Return the default persist directory for a strategy.

Module Contents

rag.core.strategy.RAG_STRATEGY_ENV: Final = 'RAG_STRATEGY'

rag.core.strategy.INDEXES_DIR_NAME: Final = 'indexes'

rag.core.strategy.INGEST_ALL: Final = 'all'

class rag.core.strategy.RagStrategy

Bases: enum.StrEnum

In-process orchestration library used to ingest and query the PDF corpus.

LLAMAINDEX = 'llamaindex'

LANGCHAIN = 'langchain'

classmethod ingestible() → tuple[RagStrategy, Ellipsis]

Return strategies that write a local index via papers-ingest.

Returns:

Every in-process backend (LlamaIndex and LangChain).

Return type:

tuple of RagStrategy

rag.core.strategy.index_dir_for(*, repo_root: pathlib.Path, strategy: RagStrategy) → pathlib.Path

Return the default persist directory for a strategy.

Parameters:

• repo_root (Path) – Monorepo root.

• strategy (RagStrategy) – Orchestration backend.

Returns:

{repo_root}/.data/indexes/{strategy}.

Return type:

Path