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[Feature]: add pgvector vectordb support #2891

Description

@hanxiantao

Problem Statement

OpenViking already supports qdrant as a built-in VectorDB backend, but does not yet support pgvector. For users already using PostgreSQL, this means they need to maintain a custom adapter.

Proposed Solution

Support pgvector as a built-in VectorDB backend.

Alternatives Considered

No response

Feature Area

Storage/VectorDB

Use Case

Our company is currently using pgvector as the vector database in production. Built-in support in OpenViking would make it easier to integrate with our existing
infrastructure and avoid maintaining a custom adapter.

Example API (Optional)

Additional Context

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  • I am willing to contribute to implementing this feature

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