The latest articles on DEV Community by Krishna Kkr (@krishna_kkr_5e9d7788a880b). https://dev.to/krishna_kkr_5e9d7788a880b https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3788804%2F780c3bf9-d085-46fa-a47f-433ed33f1427.png https://dev.to/krishna_kkr_5e9d7788a880b en Krishna Kkr Tue, 24 Feb 2026 08:21:58 +0000 https://dev.to/krishna_kkr_5e9d7788a880b/agentic-search-powered-by-elastics-agent-builder-building-ai-agents-that-dont-just-search-they-ef2 https://dev.to/krishna_kkr_5e9d7788a880b/agentic-search-powered-by-elastics-agent-builder-building-ai-agents-that-dont-just-search-they-ef2 <p>Headline: From Search to Action — My Elastic Blogathon 2026 Journey! 🚀🧠</p> <p>I am thrilled to announce that my blog submission for the Elastic Blogathon 2026: Vectorized Thinking has been accepted and is moving to the final phase!</p> <p>In my article, "Agentic Search Powered by Elastic’s Agent Builder," I tackle a problem every developer knows: searching through mountains of logs during a production crisis.</p> <p>I explain how we can move beyond basic keyword search to a true Agentic Flow:</p> <ul> <li>Understand user intent. </li> <li>Plan a reasoning path.</li> <li>Retrieve data using Hybrid Search (BM25 + Vectors).</li> <li> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiqy7gndn4q0bp2rf591l.png" alt=" " width="800" height="1200">Act by providing a reasoned solution, not just a list of links.</li> </ul> <p>As shown in the architecture diagram below, Elastic has evolved into a full Search AI Platform. It’s the "reasoning and memory layer" that bridges the gap between your raw data (GitHub, logs, docs) and powerful LLMs like Claude or Lang Chain.</p> <p>Building a DevOps Troubleshooting Agent showed me that "Vectorized Thinking" isn't just about math—it's about building systems that think before they respond.</p> <p>Check out the full blog post here: <br> <a href="https://docs.google.com/document/d/19KEwAzY9z0QFBZwMN-w1EJqkslScJkqDTdU27VCIUVc/edit?tab=t.0#heading=h.bqpheycgdqpj" rel="noopener noreferrer">https://docs.google.com/document/d/19KEwAzY9z0QFBZwMN-w1EJqkslScJkqDTdU27VCIUVc/edit?tab=t.0#heading=h.bqpheycgdqpj</a></p> <p>Disclaimer: This blog post was submitted to the Elastic Blogathon Contest and is eligible to win a prize. All opinions expressed are my own and do not necessarily reflect the views of Elastic.</p> <p>#VectorsWithElastic, #SearchWithVectors, #WriteWithElastic, #StoriesInSearch, #SmartSearchElastic, #VectorsInAction, #BeyondKeywords#Elasticsearch #AI #MachineLearning #VectorizedThinking #ElasticBlogathon2026 #GenerativeAI #DevOps #AgenticAI#technology</p>