From fc2db9bd2eca5ff17e91d271920b948ecba2d22c Mon Sep 17 00:00:00 2001 From: NirantK Date: Thu, 19 Oct 2023 21:15:10 +0530 Subject: [PATCH] * fix(fastembed.md): simpler sentence --- qdrant-landing/content/articles/fastembed.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/qdrant-landing/content/articles/fastembed.md b/qdrant-landing/content/articles/fastembed.md index 945772a8b..8c45eb0cc 100644 --- a/qdrant-landing/content/articles/fastembed.md +++ b/qdrant-landing/content/articles/fastembed.md @@ -69,7 +69,7 @@ Note the use of prefixes “passage” and “query” to differentiate the type The use of text prefixes like “query” and “passage” isn’t merely syntactic sugar; it informs the algorithm on how to treat the text for embedding generation. A “query” prefix often triggers the model to generate embeddings that are optimized for similarity comparisons, while “passage” embeddings are fine-tuned for contextual understanding. If you omit the prefix, the default behavior is applied, although specifying it is recommended for more nuanced results. -Next, we initialize the Embedding model with the default model: [BAAI/bge-small-en-v1.5](https://huggingface.co/baai/bge-small-en-v1.5) and specify a maximum token length of 512. +Next, we initialize the Embedding model with the default model: [BAAI/bge-small-en-v1.5](https://huggingface.co/baai/bge-small-en-v1.5). ```python embedding_model = DefaultEmbedding() @@ -243,4 +243,4 @@ So, go ahead, take it for a test drive. We're excited to hear what you think! Lastly, If you find FastEmbed useful and want to keep up with what we're doing, giving our GitHub repo a star would mean a lot to us. Here's the link to [star the repository](https://github.com/qdrant/fastembed). -If you ever have questions about FastEmbed, please ask them on the Qdrant Discord: [https://discord.gg/Qy6HCJK9Dc](https://discord.gg/Qy6HCJK9Dc) +If you ever have questions about FastEmbed, please ask them on the Qdrant Discord: [https://discord.gg/Qy6HCJK9Dc](https://discord.gg/Qy6HCJK9Dc) \ No newline at end of file