Add python binding for vectorstore #573
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anbuzin
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Feb 6, 2025
anbuzin
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Feb 6, 2025
diksipav
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All commit authors signed the Contributor License Agreement. |
fantix
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Feb 20, 2025
gel/ai/vectorstore.py
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| # Mark which fields were actually passed by the user (ignore 'id'). | ||
| # So if user calls Record(id=..., text=None), "text" will appear here. | ||
| object.__setattr__(self, "_explicitly_set_fields", set(kwargs.keys())) |
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This can also be done by wrapping the constructor with a Python function.
fantix
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Feb 20, 2025
gel/ai/vectorstore.py
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| Record( | ||
| id=result.id, | ||
| text=result.text, | ||
| embedding=result.embedding and list(result.embedding), |
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I think I had some type inconsistence, will see what happens after I update things
gel/ai/vectorstore.py
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| id=result.id, | ||
| text=result.text, | ||
| embedding=result.embedding and list(result.embedding), | ||
| metadata=(json.loads(result.metadata)), |
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result.metadatacan beNone- redundant parentheses
fantix
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Feb 20, 2025
gel/ai/vectorstore.py
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| metadata := <json>$metadata, | ||
| } | ||
| select ( | ||
| insert {{record_type}} { |
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Composing EdgeQL like this would need quoting, see edb.edgeql.quote.quote_ident() in the server code.
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Metadata filter should be further developed and tested. The castings are not correct in some cases, I don't have knowledge atm to anticipate all possible use cases for metadata filtering. I left comments where things should be further updated/developed.