diff --git a/pgml-cms/blog/README.md b/pgml-cms/blog/README.md
index 08ecb1ff9..8dc3b18d0 100644
--- a/pgml-cms/blog/README.md
+++ b/pgml-cms/blog/README.md
@@ -4,7 +4,8 @@ description: recent blog posts
# Home
-* [announcing-the-release-of-our-rust-sdk](announcing-the-release-of-our-rust-sdk.md)
+* [announcing-support-for-meta-llama-3.1](announcing-support-for-meta-llama-3.1.md "mention")
+* [announcing-the-release-of-our-rust-sdk](announcing-the-release-of-our-rust-sdk.md "mention")
* [meet-us-at-the-2024-ai-dev-summit-conference](meet-us-at-the-2024-ai-dev-summit-conference.md "mention")
* [introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md](introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md "mention")
* [speeding-up-vector-recall-5x-with-hnsw.md](speeding-up-vector-recall-5x-with-hnsw.md "mention")
diff --git a/pgml-cms/blog/SUMMARY.md b/pgml-cms/blog/SUMMARY.md
index 99f538d66..e684e39e9 100644
--- a/pgml-cms/blog/SUMMARY.md
+++ b/pgml-cms/blog/SUMMARY.md
@@ -4,6 +4,7 @@
* [Korvus The All-in-One RAG Pipeline for PostgresML](introducing-korvus-the-all-in-one-rag-pipeline-for-postgresml.md)
* [Semantic Search in Postgres in 15 Minutes](semantic-search-in-postgres-in-15-minutes.md)
* [Unified RAG](unified-rag.md)
+* [Announcing Support for Meta Llama 3.1](announcing-support-for-meta-llama-3.1.md)
* [Announcing the Release of our Rust SDK](announcing-the-release-of-our-rust-sdk.md)
* [Serverless LLMs are dead; Long live Serverless LLMs](serverless-llms-are-dead-long-live-serverless-llms.md)
* [Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
diff --git a/pgml-cms/blog/announcing-support-for-meta-llama-3.1.md b/pgml-cms/blog/announcing-support-for-meta-llama-3.1.md
index f960f3376..8d170fffa 100644
--- a/pgml-cms/blog/announcing-support-for-meta-llama-3.1.md
+++ b/pgml-cms/blog/announcing-support-for-meta-llama-3.1.md
@@ -1,6 +1,6 @@
---
description: >-
- Today we’re taking the next steps towards open source AI becoming the industry standard. We’re releasing Llama 3.1 405B, the first frontier-level open source AI model, as well as new and improved Llama 3.1 70B and 8B models. In addition to having significantly better cost/performance relative to closed models.
+ Today we’re taking the next steps towards open source AI becoming the industry standard. We’re adding support for Llama 3.1 405B, the first frontier-level open source AI model, as well as new and improved Llama 3.1 70B and 8B models.
featured: false
tags: [engineering]
image: ".gitbook/assets/image (2) (2).png"
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