papa-rag
Hybrid RAG pipeline: semantic + keyword + RRF reranking.
Install
pip install papa-rag
Requires papa-lang and chromadb.
Quick Start
from papa_rag import RAGPipeline, RAGConfig
config = RAGConfig(top_k=5)
pipeline = RAGPipeline(config=config)
result = pipeline.retrieve("What is the capital of France?")
print(result.context)
1 maintainer
Metadata
1 maintainer
Release files for papa-rag 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| papa_rag-0.1.0.tar.gz | 3.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| papa_rag-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.4 kB
Release files / papa_rag-0.1.0.tar.gz
| Download URL | papa_rag-0.1.0.tar.gz |
|---|---|
| Size | 3.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.2
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Release files / papa_rag-0.1.0-py3-none-any.whl
| Download URL | papa_rag-0.1.0-py3-none-any.whl |
|---|---|
| Size | 3.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.2
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