feat: Improve model selection and embedding
Refactor embedding models and their handling to improve performance and simplify the process. Add a new model selection mechanism, and enhance the UI for model selection, offering clearer and more user-friendly options for embedding models. Refactor embeddings to use a common model for page assist and RAG, further improving performance and streamlining the workflow.
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@@ -44,21 +44,6 @@ export interface OpenAIEmbeddingsParams extends EmbeddingsParams {
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signal?: AbortSignal
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}
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/**
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* Class for generating embeddings using the OpenAI API. Extends the
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* Embeddings class and implements OpenAIEmbeddingsParams and
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* AzureOpenAIInput.
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* @example
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* ```typescript
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* // Embed a query using OpenAIEmbeddings to generate embeddings for a given text
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* const model = new OpenAIEmbeddings();
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* const res = await model.embedQuery(
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* "What would be a good company name for a company that makes colorful socks?",
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* );
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* console.log({ res });
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*
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* ```
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*/
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export class OAIEmbedding
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extends Embeddings
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implements OpenAIEmbeddingsParams {
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@@ -96,6 +81,7 @@ export class OAIEmbedding
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protected client: OpenAIClient
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protected clientConfig: ClientOptions
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signal?: AbortSignal
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constructor(
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