Are there any specific considerations for choosing embedding size in legal or other specialized domains?

Nov 1, 2023 ... Understanding "text-embedding-ada-002" vector length of 1536 ... No matter how long the input string is, the return of creating embeddings with “ ... The Granite Embedding lineup includes four different models of varying sizes: granite-embedding-30m-english: English only model that produces embedding vectors ... For other users embedding many documents, this batch size may be too small. # set the batch size to 42 embed_model = OpenAIEmbedding(embed_batch_size=42) ... Gelatin Capsules, Embedding, Size 4 (13.9mm long x 5.05mm wide; .21ml volume). Grouped product items. Catalog Number, Unit Size, Price, Quantity QTY ... Jun 12, 2024 ... How models can be used to generate vector embeddings. How vector embeddings represent data. In machine learning, the “dimensions” of data do not ... output_dimensionality. Optional: int. Used to specify output embedding size. If set, output embeddings will be truncated to the size specified. Mar 7, 2025 ... We've improved our context length from previous models allowing you to embed large chunks of text, code, or other data. Output dimensions of 3K ... Your prospect receives the image as an attachment with its original size and shape. This method is ideal when the file needs to be preserved. Embeds. An image ... ... Scale Semantic Embedding. PLoS Comput Biol 7(1): e1001047. doi:10.1371/journal.pcbi.1001047. Editor: Michael Levitt, Stanford University, United States of ... Dec 9, 2023 ... ... size or length. Common vector dimensionalities include 384 ... A single dimension in a vector embedding does not mean anything, as ...