Create app2.py

app2.py

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+import streamlit as st
+import requests
+import os
+
+# Get Together API key from environment variable
+TOGETHER_API_KEY = os.getenv('TOGETHER_API_KEY')
+
+# Streamlit UI
+st.title("Zero Shot, Single-Shot, Few Shots Prompting Showcase")
+
+# User input for prompt and examples
+prompt_and_examples = st.text_area("Enter your prompt and examples:", """\
+  Label the sentences as either "positive", "negative", "mixed", or "neutral":
+
+  Sentence: I can say that there isn't anything I would change.
+  Label: positive
+
+  Sentence: I'm not sure about this.
+  Sentence: neutral
+
+  Sentence: I liked some parts but I didn't like other parts.
+  Label: mixed
+
+  Sentence: I think the background image could have been better.
+  Label: negative
+
+  Sentence: I really like it.
+  Label:""")
+
+# Together API endpoint
+endpoint = 'https://api.together.xyz/inference'
+
+# Make a request to Together API
+res = requests.post(endpoint, json={
+    "model": 'togethercomputer/RedPajama-INCITE-7B-Base',
+    "prompt": prompt_and_examples,
+    "top_p": 1,
+    "top_k": 40,
+    "temperature": 0.8,
+    "max_tokens": 1,
+    "repetition_penalty": 1,
+}, headers={
+    "Authorization": f"Bearer {TOGETHER_API_KEY}",
+    "User-Agent": "<YOUR_APP_NAME>"
+})
+
+# Display the output
+st.text("Output:")
+st.text(res.json()['output']['choices'][0]['text'])