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rag-plugins-builtin (for rag-core)

This package provides plugins that match the interfaces in rag_core.interfaces:

  • Loader: fileloaderplus (txt/md/yaml/json/log + optional pdf/docx)
  • Chunker: basic
  • Embedders:
    • hash (pure python-ish, deterministic, small quality; good for smoke tests)
    • st (SentenceTransformers, optional)
  • Vector store: sqlite-vect (SQLite BLOB vectors; cosine search in Python)
  • Generator: simple (baseline context-paste generator)

Install

pip install -e .
pip install -e ".[all]"

Demo

Put docs under ./docs then:

python examples/demo_with_rag_core_pipeline.py

About

Extension library for rag-core, delivering pluggable components for data ingestion, retrieval, and AI pipeline customization.

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