Pinecone RAG
A Python package for working with Pinecone in RAG (Retrieval-Augmented Generation) applications.
Installation
pip install pinecone-rag
Usage
from PineconeRag import PineconeRAG
# Initialize the RAG client
rag = PineconeRAG(
api_key="your-api-key", # or set PINECONE_API_KEY env var
index_name="rag-768" # optional, defaults to "rag-768"
)
# Define a callback function (optional)
def process_match(match):
print(f"Found match with score: {match['score']}")
print(f"Text: {match['metadata']['original_text']}")
# Query Pinecone
results = rag.query(
namespace="your-namespace",
text="your query text",
top_k=3,
include_metadata=True, # optional, defaults to True
callback=process_match, # optional callback
debug=True # optional debug mode
)
Publishing to PyPI
python3 -m pip install --upgrade build
python3 -m build
python3 -m twine upload --repository pypi dist/*
1 maintainer
Metadata
1 maintainer
Release files for PineconeRag 0.1.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pineconerag-0.1.3.tar.gz | 1.9 kB | Without provenance | Details for pineconerag-0.1.3.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| pineconerag-0.1.3-py3-none-any.whl | Python 3 | none | any | Details for pineconerag-0.1.3-py3-none-any.whl |
Total release size: 3.7 kB
Release files / pineconerag-0.1.3.tar.gz
| Download URL | pineconerag-0.1.3.tar.gz |
|---|---|
| Size | 1.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
2a6fa9b4f338f8ae7e8b5ace225ea09c95aea5c485fa08dc518391b742cfbf36
|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.8.10
|
Release files / pineconerag-0.1.3-py3-none-any.whl
| Download URL | pineconerag-0.1.3-py3-none-any.whl |
|---|---|
| Size | 1.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3060431f04a67160b3271a273be715445b58bbf1f0c706d569c4709a7e38befb
|
|
BLAKE2b-256 checksum How to use checksums |
091d3f26a99b898c1c768c821f4b6766ee51653f19897655653c8332d43ae572
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.8.10
|
Security for PineconeRag 0.1.3
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No provenance found
None of the files in this release were uploaded with provenance metadata.
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