updating readme and docs with note about Arch-Function (#285)

* updating readme and docs with note about Arch-Function * minor fixes to README * a few more minor updates to the README --------- Co-authored-by: Salman Paracha <[email protected]>
katanemo · Nov 19, 2024 · 970db68 · 970db68
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diff --git a/README.md b/README.md
@@ -9,7 +9,7 @@
 
 ## Build fast, observable, and personalized AI agents.
 
-Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) gateway designed to protect, observe, and personalize AI agents (assistants, co-pilots) with your APIs.
+Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) distributed proxy designed to protect, observe, and personalize AI agents with your APIs.
 
 Engineered with purpose-built LLMs, Arch handles the critical but undifferentiated tasks related to the handling and processing of prompts, including detecting and rejecting [jailbreak](https://github.com/verazuo/jailbreak_llms) attempts, intelligently calling "backend" APIs to fulfill the user's request represented in a prompt, routing to and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions in a centralized way.
 
@@ -26,6 +26,12 @@ Engineered with purpose-built LLMs, Arch handles the critical but undifferentiat
 
 **Jump to our [docs](https://docs.archgw.com)** to learn how you can use Arch to improve the speed, security and personalization of your GenAI apps.
 
+> [!NOTE]
+> Today, the function calling LLM (Arch-Function) designed for the agentic and RAG scenarios is hosted free of charge in the US-central region.
+> To offer consistent latencies and throughput, and to manage our expenses, we will enable access to the hosted version via developers keys soon, and give you the option to run that
+> LLM locally. Pricing for the hosted version of Arch-Function will be ~ $0.10/M output token (100x cheaper that GPT-4o for function calling scenarios).
+
+
 ## Contact
 To get in touch with us, please join our [discord server](https://discord.gg/pGZf2gcwEc). We will be monitoring that actively and offering support there.
 

diff --git a/www/index.html b/www/index.html
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