From 1af240890fea2084e1adeba6c12e55100259d8e7 Mon Sep 17 00:00:00 2001
From: KOSASIH <kosasihg88@gmail.com>
Date: Mon, 22 Jul 2024 20:52:31 +0700
Subject: [PATCH] Create natural-language-processing.js

---
 routes/natural-language-processing.js | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)
 create mode 100644 routes/natural-language-processing.js

diff --git a/routes/natural-language-processing.js b/routes/natural-language-processing.js
new file mode 100644
index 0000000..b1e6af1
--- /dev/null
+++ b/routes/natural-language-processing.js
@@ -0,0 +1,27 @@
+import express from 'express';
+import * as NLTK from 'nltk';
+import * as spaCy from 'spacy';
+
+const router = express.Router();
+const nlp = new NLTK.NLP();
+const spacy = new spaCy.SpaCy();
+
+router.post('/sentiment-analysis', async (req, res) => {
+  const { text } = req.body;
+  const sentiment = await nlp.sentiment(text);
+  res.json({ sentiment });
+});
+
+router.post('/entity-recognition', async (req, res) => {
+  const { text } = req.body;
+  const entities = await spacy.entities(text);
+  res.json({ entities });
+});
+
+router.post('/language-translation', async (req, res) => {
+  const { text, sourceLang, targetLang } = req.body;
+  const translation = await nlp.translate(text, sourceLang, targetLang);
+  res.json({ translation });
+});
+
+export default router;