Init

app.py

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+from flask import request
+from textblob import TextBlob
+from flask import app
+
+@app.route("/text/summarize", methods=["POST"])
+def summarize():
+    text = request.json.get("text")
+    return {"summary": TextBlob(text).summarize()}
+
+@app.route("/text/extract", methods=["POST"])
+def extract():
+    text = request.json.get("text")
+    return {"keywords": TextBlob(text).keywords}
+
+@app.route("/text/paraphrase", methods=["POST"])
+def paraphrase():
+    text = request.json.get("text")
+    return {"paraphrase": TextBlob(text).correct()}
+
+@app.route("/text/grammar", methods=["POST"])
+def grammar():
+    text = request.json.get("text")
+    return {"errors": TextBlob(text).spellcheck()}
+
+@app.route("/chat", methods=["POST"])
+def chat():
+    prompt = request.json.get("prompt")
+    #TODO: create chatting logic
+    return {"response": f"prompt: {prompt}\nresponse: Still working on Text Generation logic, thanks for the patience!"}

requirements.txt

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+# Core dependencies
+Flask==2.2.2
+textblob==0.15.3
+
+# Machine learning and NLP
+torch==1.13.1+cpu
+transformers==4.27.0