NEW AI Framework - Steerable Chatbots with Semantic Router
Semantic Router is a superfast decision layer for your LLMs and agents that integrates with LangChain, improves RAG, and supports OpenAI and Cohere.
⭐ Repo: https://www.github.com/aurelio-labs/s...
Rather than waiting for slow LLM generations to make tool-use decisions, we use the magic of semantic vector space to make those decisions — routing our requests using semantic meaning. This approach unlocks incredibly fast agentic decision-making, the ability to use literally millions of tools, and provides much greater steerability and AI safety using semantics.
📌 Code:
Intro: https://github.com/aurelio-labs/seman...
LangChain Agents: https://github.com/aurelio-labs/seman...
🔥 Semantic Router Course:
https://www.aurelio.ai/course/semanti...
👋🏼 AI Dev:
https://aurelio.ai
👾 Discord:
/ discord
Twitter: / jamescalam
LinkedIn: / jamescalam
00:00 New Python Library for Better AI
01:57 Using Semantic Router
02:26 Semantic Router in Python
03:08 Defining Guardrails and Routes for LLMs
04:34 Initializing a RouteLayer
07:39 Using the Router with LangChain Agents
11:47 What else can Semantic Router do
12:40 Final Notes on the Library
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