Update api.py
Browse files
api.py
CHANGED
@@ -23,28 +23,47 @@ app = FastAPI()
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@app.post("/chat")
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async def chat(body: dict = Body(...)):
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-
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response = client.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=[
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{"role": "system", "content": "
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{"role": "user", "content": body['prompt']}
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]
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)
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return response
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-
def
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# Define the title and description of the interface to greet the user
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title = "Welcome to the Chatbot Interface!"
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description = "Feel free to start a conversation with the chatbot."
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# Launching the Chat
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chatapp = gr.ChatInterface(
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# Mounting the chatapp to the FastAPI via custom path
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app = gr.mount_gradio_app(app, chatapp, path=CUSTOM_PATH)
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@app.post("/chat")
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async def chat(body: dict = Body(...)):
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if(body["context"] == "Grammar Checker"):
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content = "You are a grammar expert. Grammar check and suggest with the corrected paragraph. Also calculate a confidence score for the generated content considering the punctuations, correctness, clarity, enganement and delivery"
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elif(body["context"] == "Gift Recommender"):
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content = "You are a Gift Recommender. Suggest Gifts based on the age and gender."
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else:
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content = "You are a helpful assistant."
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response = client.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=[
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{"role": "system", "content": content+" The output should be in more natural tone."},
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{"role": "user", "content": body['prompt']}
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]
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)
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return response
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def converse(inp, history, context):
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response = requests.post("http://localhost:8000/chat", json={"prompt": inp, "context": context})
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return response.json()['choices'][0]['message']['content']
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# Define the title and description of the interface to greet the user
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title = "Welcome to the Chatbot Interface!"
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description = "Feel free to start a conversation with the chatbot."
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dropdown = gr.Dropdown(
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["Assistant", "Grammar Checker", "Gift Recommender"], label="Context", value="Assistant"
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)
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# Launching the Chat
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chatapp = gr.ChatInterface(
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fn=converse,
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title=title,
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description=description,
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additional_inputs=[dropdown]
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)
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# Mounting the chatapp to the FastAPI via custom path
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app = gr.mount_gradio_app(app, chatapp, path=CUSTOM_PATH)
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# Run this from the terminal as you would normally start a FastAPI app: `uvicorn run:app`
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# and navigate to http://localhost:8000/gradio in your browser.
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