Semantic caching can use any vector store. If you’re already using a vector store such as Qdrant, you can use it to speed up semantically similar requests and reduce token usage without adding another database to your stack.

#SpringAI #Java #SemanticCaching #VectorStore

medium.com/@thetalkinga...

- I'm using #DataAPIBuilder to automatically generate REST endpoint for my database
- The whole AI model call is done from SQL
- I'm also doing #SemanticCaching to avoid too many calls to Azure OpenAI

Explore how #RetrievalAugmentedGeneration & #SemanticCaching can reduce #FalsePositives in AI-powered apps.

Insights come from a production-grade #CaseStudy testing 1,000 queries across 7 bi-encoder models.

📰 Read now: bit.ly/3XtLrrz

#AI #LLMs #RAG #VectorDatabases #Infrastructure

Optimize LLM Costs with ScyllaDB Semantic Caching

techlife.blog/posts/cut-ll...

#AI #SemanticCaching #LLM #ScyllaDB #VectorSearch

💸 LLM apps need speed — without exploding costs

Attila Tóth explains semantic caching:
⚙️ fewer LLM calls
🚀 faster responses
🧠 vector search for similar prompts
🔄 smarter cache invalidation

👉 Read more:
https://tinyurl.com/2ya6b82r

#webinale #AI #LLM #SemanticCaching

💸 LLM apps need speed — without exploding costs

Attila Tóth explains semantic caching:
⚙️ fewer LLM calls
🚀 faster responses
🧠 vector search for similar prompts
🔄 smarter cache invalidation

👉 read now:
https://tinyurl.com/36458vd9

#webinale #LLM #SemanticCaching #AI #ScyllaDB

Learn how a multi-layer semantic cache cut LLM costs by 48% and reduced P95 latency to 1.9s by caching agent planning, summaries, and responses. #semanticcaching

Cut LLM costs by up to 73% with AdaptiveSemanticCache—smart semantic caching that knows when hits are real. Learn how similarity thresholds & a QueryClassifier keep the savings legit. #SemanticCaching #LLM #VectorStore

🔗 aidailypost.com/news/semanti...

In case you missed it, here is the recording of the Azure CosmosDB Conf 2026 session on Chat History and Semantic Caching using Microsoft Agent Framework.
youtu.be/atbRswDKruY?...
#CosmosDB #AgentFramework #SemanticCaching #ChatHistory