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
My-question-rag-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 My-question-rag-0.1.tar.gz.
File metadata
- Download URL: My-question-rag-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 |
aed008d51030087d20d91280367c923b99b2aedc4461eade91d7e79d04fde4cb
|
|
| MD5 |
8f84224749290e12220f0b69267743d9
|
|
| BLAKE2b-256 |
2a091188d5889929c55a62b453fdb13e70150e959d0007fe6572d1bf4a93eb7b
|
File details
Details for the file My_question_rag-0.1-py3-none-any.whl.
File metadata
- Download URL: My_question_rag-0.1-py3-none-any.whl
- Upload date:
- Size: 1.5 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 |
a59b51c02201fb58749e8223d449c7a07cae3f4114439a0417fbe7f73f59fbfd
|
|
| MD5 |
d50ee946df68705fddf65a4d805d3b4d
|
|
| BLAKE2b-256 |
a4def859f37859683ec494d824f1a452ead93b32fb4904bcd7d7d1f778b03d80
|
