We can make AI steerable and predictable using Semantic Router. How much fine-grained control we need will adjust the scale required by our routes. At very large scales, it can be useful to use a vector database to store and search through your route vector space. In this walkthrough, we will see how to use the new Pinecone integration in Semantic Router.
⭐ GitHub Repo:
https://github.com/aurelio-labs/semantic-router/
📌 Code:
https://github.com/aurelio-labs/semantic-router/blob/main/docs/examples/pinecone-and-scaling.ipynb
🌲 Subscribe for Latest Articles and Videos:
https://www.pinecone.io/newsletter-signup/
🔥 Semantic Router Course:
https://www.aurelio.ai/course/semantic-router
👋🏼 AI Consulting:
https://aurelio.ai
👾 Discord:
https://discord.gg/c5QtDB9RAP
Twitter: https://twitter.com/jamescalam
LinkedIn: https://www.linkedin.com/in/jamescalam/
00:00 Pinecone and Semantic Router
01:53 Finding Code for Pinecone
04:12 Getting Routes from Hugging Face
07:36 Loading Route Layers from Pinecone
#ai #artificialintelligence #nlp #chatbot
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AI Maker Residence 3
The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code.
Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence.
◆ Fri 09 Oct 2026◆ KOKO Cafe, London◆ With Nick Sarafa