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Allow use of different text embeddings #3448

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jacopo-chevallard opened this issue Nov 4, 2024 — with Linear · 1 comment
Open

Allow use of different text embeddings #3448

jacopo-chevallard opened this issue Nov 4, 2024 — with Linear · 1 comment
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area: backend Related to backend functionality or under the /backend directory enhancement New feature or request rag: ingestion rag: retrieval

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jacopo-chevallard commented Nov 4, 2024 •
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Given the constraints of PGVector, we are currently limited to using text embeddings with a fixed dimension. This limits our ability to test and use text embeddings from different suppliers (e.g., closed- vs open-weights) and with different dimensions (e.g. to exploit "Matrioska" embeddings).
@jacopo-chevallard jacopo-chevallard added the area: backend Related to backend functionality or under the /backend directory label Nov 4, 2024 — with Linear
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linear bot commented Nov 4, 2024

CORE-276 Allow use of different embeddings

@dosubot dosubot bot added the enhancement New feature or request label Nov 4, 2024
@jacopo-chevallard jacopo-chevallard changed the title Allow use of different embeddings Allow use of different text embeddings Nov 4, 2024
@jacopo-chevallard jacopo-chevallard self-assigned this Nov 5, 2024
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area: backend Related to backend functionality or under the /backend directory enhancement New feature or request rag: ingestion rag: retrieval
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