Example usage
if __name__ == "__main__":
mongo_url = 'your_mongo_url_here'
db_name = 'chat-service'
collection_name = 'rag'
model_name = 'sentence-transformers/all-MiniLM-L6-v2'
similarity_threshold = 0.3
rag = RAGFramework(mongo_url, db_name, collection_name, model_name, similarity_threshold)
# Update embeddings for existing documents
rag.update_embeddings()
# Insert new data
raw_text = "This is a sample document text that needs to be inserted into MongoDB."
result = rag.insert_data(raw_text)
print(result)
# Retrieve data based on a query
query = "sample document text"
retrieved_data = rag.retrieve_data(query)
print(retrieved_data)
1 maintainer
Metadata
1 maintainer
Release files for kolonix-rag 0.1.1
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| File | Size | Uploaded | Provenance | |
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| kolonix-rag-0.1.1.tar.gz | 2.7 kB | Without provenance | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| kolonix_rag-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.9 kB
Release files / kolonix-rag-0.1.1.tar.gz
| Download URL | kolonix-rag-0.1.1.tar.gz |
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| Size | 2.7 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.0.1 CPython/3.11.0
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Release files / kolonix_rag-0.1.1-py3-none-any.whl
| Download URL | kolonix_rag-0.1.1-py3-none-any.whl |
|---|---|
| Size | 3.2 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.0.1 CPython/3.11.0
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Security for kolonix-rag 0.1.1
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