Hugging Face's logo

Join the conversation

Join the community of Machine Learners and AI enthusiasts.

Sign Up
Back to feed
EricFillion 
posted an update 2 days ago
Post
111
Here’s how to perform retrieval-augmented (RAG) with two new open-source Python packages I just released. I included a full article below that provides a step-by-step guide on how to build a vector database with this wikimedia/wikipedia dump and use it to perform RAG with openai/gpt-oss-20b.

FULL ARTICLE: https://www.vennify.ai/vector-eric-search/

vennify 

pip install erictransformer ericsearch

import json
from ericsearch import EricSearch
from erictransformer import EricChat

eric_search = EricSearch()

with open("data.jsonl", "w", encoding="utf-8") as f:
    sample_case = {"text": "This contains example data. It should contain at least two sentences."}
    f.write(json.dumps(sample_case)+ "\n")

eric_search.train("data.jsonl")

eric_search = EricSearch(data_name="eric_search/")

eric_chat = EricChat(model_name="openai/gpt-oss-20b", eric_search=eric_search)

result = eric_chat("Tell me about artificial intelligence ")

print(result.text)
JLouisBiz

Eric, I like the project, but not the name, don't call names by yourself.

In this post