ragpipe
ragpipe is a lightweight RAG ingestion pipeline toolkit.
It helps you go from documents → chunks → embeddings → vector store export.
Features (v0.1.0)
- text chunking with overlap
- basic loaders (text files, URLs)
- embedding interface abstraction
- JSON export format
- optional FAISS dependency group
Install
pip install ragpipe
Optional FAISS:
pip install ragpipe[faiss]
CLI usage
ragpipe ingest ./docs --out out.json
ragpipe ingest-url https://example.com --out out.json
Python usage
from ragpipe import chunk_text, ingest_text
chunks = chunk_text("hello world " * 200, chunk_size=200, overlap=50)
print(len(chunks))
data = ingest_text("hello world " * 200)
print(data.keys())
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for ragpipe-lite 0.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| ragpipe_lite-0.1.0.tar.gz | 4.0 kB | With provenance | Details for ragpipe_lite-0.1.0.tar.gz |
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| File | Interpreter | ABI | Platform | Actions Reset |
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| ragpipe_lite-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for ragpipe_lite-0.1.0-py3-none-any.whl |
Total release size: 9.0 kB
Release files / ragpipe_lite-0.1.0.tar.gz
| Download URL | ragpipe_lite-0.1.0.tar.gz |
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| Size | 4.0 kB |
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| Tags | Python 3 |
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