A pipeline for question answering and retrieval-augmented generation (RAG)
Project description
#readme.md
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 .
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
blogoapp-0.1.tar.gz
(1.4 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file blogoapp-0.1.tar.gz.
File metadata
- Download URL: blogoapp-0.1.tar.gz
- Upload date:
- Size: 1.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.10.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3615c8d5bcdd0185a777b92b2d25bdef9a165443bbb590d5bcb05bf93d20480c
|
|
| MD5 |
da451053a48487e171f7b5ebec00c535
|
|
| BLAKE2b-256 |
6ac7d2bce410faafb99dd4fb7e3a5d1601962747b86876e52a08feba51d5ab6b
|
File details
Details for the file blogoapp-0.1-py3-none-any.whl.
File metadata
- Download URL: blogoapp-0.1-py3-none-any.whl
- Upload date:
- Size: 1.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.10.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
daba7a17c50ec4bfc456b891b93b4903cf96f9f282a8109034489fe1a59aec18
|
|
| MD5 |
0b41529678739b90e9ffb52e97145327
|
|
| BLAKE2b-256 |
e88043ac64c1d0003ff97e33163723b587ea5313715cd9301834424e079d3ed1
|
