rag-forge-core

RAG pipeline primitives for the RAG-Forge toolkit: ingestion, chunking, retrieval, context management, and security.

Installation

pip install rag-forge-core

Usage

This package provides the building blocks used by the rag-forge CLI. For end-user usage, see the main RAG-Forge documentation.

from rag_forge_core.chunking.factory import create_chunker
from rag_forge_core.chunking.config import ChunkConfig

chunker = create_chunker(ChunkConfig(strategy="recursive", chunk_size=512))
chunks = chunker.chunk("Some long document text...", source="doc.md")

Modules

• rag_forge_core.chunking — Five chunking strategies (recursive, fixed, semantic, structural, llm-driven)
• rag_forge_core.retrieval — Dense, sparse, and hybrid retrieval with reranking
• rag_forge_core.security — InputGuard, OutputGuard, PII scanning, prompt injection detection
• rag_forge_core.context — Contextual enrichment and semantic caching
• rag_forge_core.plugins — Plugin registry for custom extensions

License

MIT