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colivara.com
pip install colivara_py
# Import and initialize ColiVara
from colivara_py import ColiVara
rag_client = ColiVara()
# Upload a document to the default collection
document = rag_client.upsert_document(
name="sample_document",
url="https://example.com/sample.pdf",
metadata={"author": "John Doe"}
)
results = rag_client.search(query="machine learning")
print(results) # top 3 pages with the most relevant information
from colivara_py import ColiVara
rag_client = ColiVara()
# Upload a document to the default collection
document = rag_client.upsert_document(
name="sample_document",
url="https://example.com/sample.pdf",
metadata={"author": "John Doe"}
)
results = rag_client.search(query="machine learning")
print(results) # top 3 pages with the most relevant information