From 0c58526fa43de509b7e7824b7f292578e8e13b04 Mon Sep 17 00:00:00 2001 From: daniel-azoulai Date: Thu, 31 Jul 2025 12:13:09 -0700 Subject: [PATCH 1/2] Update case-study-portfolio-mind.md --- qdrant-landing/content/blog/case-study-portfolio-mind.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/qdrant-landing/content/blog/case-study-portfolio-mind.md b/qdrant-landing/content/blog/case-study-portfolio-mind.md index b4acb7e86..a91b4949c 100644 --- a/qdrant-landing/content/blog/case-study-portfolio-mind.md +++ b/qdrant-landing/content/blog/case-study-portfolio-mind.md @@ -20,7 +20,7 @@ tags: ## **How PortfolioMind delivered real-time crypto intelligence with Qdrant** -The crypto world is an inherently noisy and volatile place. Markets shift quickly, narratives change overnight, and wallet activities conceal subtle yet critical patterns. For PortfolioMind [(built using the SpoonOS framework)](https://spoonai.io/), a Web3-native AI research copilot, the challenge was not only finding just finding relevant information, but also surfacing it in real-time. +The crypto world is an inherently noisy and volatile place. Markets shift quickly, narratives change overnight, and wallet activities conceal subtle yet critical patterns. For PortfolioMind, Web3-native AI research copilot built using the [SpoonOS framework](https://spoonai.io/), the challenge was not only finding just finding relevant information, but also surfacing it in real-time. ### Challenge: Moving beyond static insights From 280cf4541a2ec81db6e87ca47b72de95e4351362 Mon Sep 17 00:00:00 2001 From: daniel-azoulai Date: Thu, 31 Jul 2025 12:21:52 -0700 Subject: [PATCH 2/2] Update case-study-portfolio-mind.md --- qdrant-landing/content/blog/case-study-portfolio-mind.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/qdrant-landing/content/blog/case-study-portfolio-mind.md b/qdrant-landing/content/blog/case-study-portfolio-mind.md index a91b4949c..19dc36059 100644 --- a/qdrant-landing/content/blog/case-study-portfolio-mind.md +++ b/qdrant-landing/content/blog/case-study-portfolio-mind.md @@ -5,7 +5,7 @@ short_description: "PortfolioMind leverages Qdrant to transform noisy crypto res description: "Discover how PortfolioMind achieved significant reductions in latency and boosts in engagement by modeling real-time user intent with Qdrant." preview_image: /blog/case-study-portfoliomind/case-study-spoonos-preview.jpg social_preview_image: /blog/case-study-portfoliomind/case-study-spoonos-preview.jpg -date: 2025-07-29 +date: 2025-07-31 author: "Daniel Azoulai" featured: false