Amazon Titan Text Embeddings V2

Amazon Titan Text Embeddings V2, the company’s second-generation text embeddings model, is the newest member of the Amazon Titan family

By linking FMs to your data sources, you may provide users with more accurate and up-to-date responses for their queries

Very flexible and reasonably priced LLM. Appropriate in size for particular applications, perfect for text creation and optimisation jobs

Greater vector sizes result in more thorough answers, but they also take longer to process

Depending on your use case, you can select between normalised and unnormalized versions of the embeddings

RAG gives the LLM the most recent data so that it can produce the best response when the LLM is asked a question

Amazon Titan Text Embeddings V2 optimises accuracy and retrieval at lower dimensions for less storage and latency