Duplicate from davila7/try-gorilla

Co-authored-by: Daniel Avila <davila7@users.noreply.huggingface.co>

.gitattributes

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README.md

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+---
+title: Try Gorilla
+emoji: 🦍
+colorFrom: red
+colorTo: white
+sdk: streamlit
+sdk_version: 1.21.0
+app_file: app.py
+pinned: false
+license: mit
+duplicated_from: davila7/try-gorilla
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import openai
+import urllib.parse
+import streamlit as st
+
+openai.api_key = "EMPTY" # Key is ignored and does not matter
+openai.api_base = "http://34.132.127.197:8000/v1"
+
+# Report issues
+def raise_issue(e, model, prompt):
+    issue_title = urllib.parse.quote("[bug] Hosted Gorilla: <Issue>")
+    issue_body = urllib.parse.quote(f"Exception: {e}\nFailed model: {model}, for prompt: {prompt}")
+    issue_url = f"https://github.com/ShishirPatil/gorilla/issues/new?assignees=&labels=hosted-gorilla&projects=&template=hosted-gorilla-.md&title={issue_title}&body={issue_body}"
+    print(f"An exception has occurred: {e} \nPlease raise an issue here: {issue_url}")
+
+# Query Gorilla server 
+def get_gorilla_response(prompt="I would like to translate from English to French.", api_provider="Huggingface"):
+  try:
+    model = "gorilla-7b-hf-v0"
+    if api_provider == "Huggingface":
+      model = "gorilla-7b-hf-v0"
+    if api_provider == "Torch Hub":
+      model = "gorilla-7b-th-v0"
+    if api_provider == "TensorFlow Hub":
+      model = "gorilla-7b-tf-v0"
+
+    completion = openai.ChatCompletion.create(
+      model=model,
+      messages=[{"role": "user", "content": prompt}]
+    )
+    return completion.choices[0].message.content
+  except Exception as e:
+    raise_issue(e, model, prompt)
+
+st.title("Try Gorilla 🦍")
+st.write("Large Language Model Connected with Massive APIs")    
+st.markdown('* Read about this demo here: [Medium](https://medium.com/@dan.avila7/try-gorilla-a-large-language-model-connected-with-massive-apis-442f3b554ffb)')
+st.markdown('* All code was written with the help of CodeGPT (https://codegpt.co)')
+
+st.write('---')
+col1, col2 = st.columns(2)
+with col1:
+  api_provider = st.radio("Select an API Provider:", ("Huggingface", "Torch Hub", "TensorFlow Hub"))
+with col2:
+  input = st.text_input("Ask here:")
+  st.write("Example: I would like to translate from English to French.")
+  
+if api_provider and input:
+    if st.button("Run Gorilla"):
+      with st.spinner('Loading...'):
+        st.success(get_gorilla_response(input, api_provider))

requirements.txt

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+openai
+streamlit