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How to Strengthen a ReACT AI Agent with Kong AI Gateway

Blog post from Kong

Post Details
Company
Date Published
Author
Claudio Acquaviva
Word Count
4,086
Company Posts That Month
18
Language
English
Hacker News Points
-
Post removed?
No
Summary

The text delves into the first part of a series examining the integration of Kong AI Gateway and LangGraph for developing AI agents. It explains the concept of AI agents, highlighting their reliance on large language models (LLMs) for autonomous operation and decision-making. The series aims to demonstrate building AI agents using Kong AI Gateway and LangGraph, with a focus on leveraging multiple LLMs to improve response accuracy. Key topics include the implementation architecture of AI agents, the use of Kong AI Gateway to manage and protect LLM models, and the application of reasoning frameworks like ReAct for AI development. It also discusses the capabilities of Kong AI Gateway for supporting AI-related tasks such as request handling and prompt engineering, while emphasizing the need to keep AI agents separate from the policies governing model consumption. The text introduces the concept of the Model Context Protocol (MCP) and outlines the blog series structure, which will progressively cover basic to advanced AI agent development using these tools.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
AI Agents 39 2,211 458 158 +26%
LLM 24 4,152 612 181 +19%
Kubernetes 10 1,602 228 83 -1%
MCP 7 3,238 234 106 +32%
Observability 4 2,058 407 126 +10%
Secrets Management 3 1,348 137 67 +16%
Vector Search 2 1,836 305 108 +20%
RAG 1 984 209 73 -16%
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