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We need a Griptape-native way to work with text embeddings and vector databases in order to support the following requested functionality:
Here is a general outline of proposed embeddings components and improvements
BaseEmbeddingDriver
OpenAiEmbeddingDriver
TextDocument
BaseVectorStorageDriver
PineconeVectorStorageDriver
The text was updated successfully, but these errors were encountered:
vasinov
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We need a Griptape-native way to work with text embeddings and vector databases in order to support the following requested functionality:
Here is a general outline of proposed embeddings components and improvements
BaseEmbeddingDriver
andOpenAiEmbeddingDriver
.TextDocument
to store and lazily generate embeddings.BaseVectorStorageDriver
abstraction to provide a generic way to load and store embeddings.PineconeVectorStorageDriver
to be the first vector driver in order to support the most popular vector DB.The text was updated successfully, but these errors were encountered: