Skip to main content

QA RAG Pipeline

A Python package that implements a Question-Answering Retrieval-Augmented Generation (RAG) pipeline using OpenAI, FAISS, and Sentence Transformers.

Features

  • Retrieve relevant context using FAISS.
  • Generate standalone questions using OpenAI's LLM.
  • Classify intent to block certain queries.

Installation

pip install .

Metadata

Release files for qa-rag-pipeline 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for qa-rag-pipeline 0.1.0
File Size Uploaded Provenance Actions
qa-rag-pipeline-0.1.0.tar.gz 1.5 kB Without provenance Details for qa-rag-pipeline-0.1.0.tar.gz

Release files / qa-rag-pipeline-0.1.0.tar.gz

Download URL qa-rag-pipeline-0.1.0.tar.gz
Size 1.5 kB
Tags Source
SHA-256 checksum
How to use checksums
df752bd52b459804a6005d49b67fb899f643c55c89a07db55e0a304f10e47d2b
BLAKE2b-256 checksum
How to use checksums
799414aaaa24e7469a9573dbc2fd9887d5937798cba2d7f603d6aed24e482658
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.0.1 CPython/3.10.2

Security for qa-rag-pipeline 0.1.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.1.0 This release

1 release file No provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page