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vishanth10
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53bfeb0
Initial commit
Browse files- app.py +84 -0
- requirements.txt +3 -0
app.py
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import streamlit as st
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from decimal import Decimal
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from carbon import Carbon
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import requests
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import json
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# Carbon API Key
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CARBON_API_KEY = "a38ee1fe5fef56fc8e1ae2afc881378804bb902882442e1554adae4f82ee23ea"
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customer_id = "Candid"
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# Define your main function here
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def main():
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st.title('Google Drive Data Connector using Carbon SDK')
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st.write('### Authenticate with Carbon API')
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carbon = Carbon(api_key=CARBON_API_KEY, customer_id=customer_id)
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token = carbon.auth.get_access_token()
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carbon = Carbon(access_token=token.access_token) # authenticated object
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st.write('### Connect to Google Drive')
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get_oauth_url_response = carbon.integrations.get_oauth_url(
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service="GOOGLE_DRIVE",
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tags=None,
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scope="string_example",
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chunk_size=Decimal(1500),
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chunk_overlap=Decimal(15),
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skip_embedding_generation=False,
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embedding_model="OPENAI",
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generate_sparse_vectors=False,
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prepend_filename_to_chunks=False,
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max_items_per_chunk=Decimal(1),
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salesforce_domain="string_example",
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sync_files_on_connection=True,
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set_page_as_boundary=False,
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data_source_id=Decimal(1),
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connecting_new_account=False,
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request_id="b7620173-662c-4ae7-bb61-2e6ffd8619f5",
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use_ocr=False,
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parse_pdf_tables_with_ocr=False,
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enable_file_picker=True,
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sync_source_items=True,
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incremental_sync=False,
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file_sync_config={
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"auto_synced_source_types": ["ARTICLE"],
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"sync_attachments": False,
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"detect_audio_language": False,
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},
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)
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st.write(f"OAuth URL: {get_oauth_url_response.oauth_url}")
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st.write('### Search in the Connected Data Source')
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query = st.text_input("Enter your query:", value="Is there a web version of CNN explainer?")
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if query:
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url = "https://api.carbon.ai/embeddings"
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payload = {
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"query": query,
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"k": 2,
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"file_ids": [1], # Dummy file_id for demonstration
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"include_all_children": True,
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"tags": {},
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"include_tags": True,
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"include_vectors": True,
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"include_raw_file": True,
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"hybrid_search": False,
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"media_type": "TEXT",
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"embedding_model": "OPENAI"
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}
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headers = {
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"authorization": f"Bearer {CARBON_API_KEY}",
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"customer-id": customer_id,
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"Content-Type": "application/json"
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}
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response_search = requests.post(url, json=payload, headers=headers)
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response_search_chunks = json.loads(response_search.text)
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for i, doc in enumerate(response_search_chunks['documents']):
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st.write(f"Document {i+1}")
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st.write(doc['content'])
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st.write("-------------------------------------------------")
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# Call the main function
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if __name__ == '__main__':
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main()
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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streamlit
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carbon-python-sdk
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requests
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