python_chunk.Rmd

---
title: "Untitled"
output: html_document
date: "2024-04-04"
---

```{python}
from sentence_transformers import SentenceTransformer
import pandas as pd

sentences = ["This is an example sentence", "Each sentence is converted"]

model = SentenceTransformer('sentence-transformers/all-miniLM-L6-v2')
embeddings = model.encode(sentences)

embeddings_df = pd.DataFrame(embeddings)

embeddings_df.to_csv("embeddings.csv")
```