Sunile Manjee
Distinguished Solutions Architect
Senior Principal Solution Architect
As a leader in data-driven technology with a strong 'Open Source First' approach, Sunile specializes in simplifying complex tech terms for diverse groups, fostering collaboration and understanding. His experience with Fortune 100 companies has honed his ability to merge strategic insight with technical expertise, leading to significant successes. He is dedicated to designing and executing data strategies that align with business goals, ensuring scalable, secure, and flexible solutions that enhance return on investment. Together, he aims to drive transformation by harmonizing technology and business needs.
MCP for intelligent search
Building an intelligent search system by integrating Elastic's intelligent query layer with MCP to enhance the generative efficacy of LLMs.
Unifying Elastic vector database and LLM functions for intelligent query
Leverage LLM functions for query parsing and Elasticsearch search templates to translate complex user requests into structured, schema-based searches for highly accurate results.
From PDF tables to insights: An alternative approach for parsing PDFs in RAG
An alternative approach to parsing PDF tables for RAG, overcoming the limitations of highly normalized formats like CSV and JSON.
Intelligent RAG data chunking: Fetch surrounding chunks
Learn about data chunking in RAG and explore fetch surrounding chunking, a pattern in RAG that uses chunking and Elasticsearch to refine LLM responses.
Avatar assisted & dialogue driven voice to RAG search
Create avatar-assisted voice search experience by integrating speech-to-text, semantic search, RAG and a synthesized avatar for responses.