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Create app.py
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app.py
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import gradio as gr
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import requests
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import json
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# Function to interact with Vectara API
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def query_vectara(query_str):
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api_endpoint = "https://api.vectara.io/v1/query"
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customer_id = "<YOUR-CUSTOMER-ID>"
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corpus_id = "<YOUR-CORPUS-ID>"
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api_key = "<YOUR-API-KEY>"
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query_body = {
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"query": [
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{
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"query": query_str,
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"start": 0,
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"numResults": 10,
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"corpusKey": [
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{
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"customerId": customer_id,
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"corpusId": corpus_id,
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"lexicalInterpolationConfig": {"lambda": 0.025}
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}
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],
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"contextConfig": {
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"sentencesBefore": 3,
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"sentencesAfter": 3,
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"startTag": "%START_TAG%",
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"endTag": "%END_TAG%"
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},
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"summary": [
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{
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"responseLang": "eng",
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"maxSummarizedResults": 7,
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"summarizerPromptName": "vectara-summarizer-ext-v1.3.0"
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}
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]
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}
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]
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}
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post_headers = {
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"Content-type": "application/json",
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"Accept": "application/json",
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"customer-id": customer_id,
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"x-api-key": api_key
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}
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response = requests.post(api_endpoint, json=query_body, headers=post_headers)
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if response.status_code == 200:
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return response.json()
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else:
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return {"error": "Failed to query Vectara API"}
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# Create a Gradio interface
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iface = gr.Interface(
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fn=query_vectara,
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inputs=gr.inputs.Textbox(text="Ask a question:"),
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outputs=gr.outputs.JSON(),
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live=True,
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capture_session=True
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)
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# Run the Gradio interface
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iface.launch()
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