Smart Search (Elastic SI) - ICANIO Technologies
Smart Search (Elastic SI)
Platform Developed
Overview
Users struggled with complex search queries and backend-heavy setups. A SmartSearch platform with simplified query language, NLP, and ML pipelines was built to streamline configurations across engines. This reduced developer dependency, improved accuracy, and accelerated time-to-market.
Problem
- Teams often struggle to build effective search solutions due to the complexity of crafting precise queries and configuring Elasticsearch, which demands backend expertise.
- Poorly tuned search setups lead to irrelevant results, delayed implementations, and missed insights—slowing down productivity and decision-making.
Solution
- SolutionSearch Engine Agnostic Architecture: A single codebase supports Elasticsearch, AWS OpenSearch, and other versions—eliminating the need for rewrites when switching engines.
- Simplified Search Platform Language (SSPL): A custom abstraction layer makes configuring complex searches easy through a web UI, removing the need to learn intricate query syntax.
- Built-in NLP Capabilities: Pre-integrated Natural Language Processing enables intent recognition and delivers accurate, context-aware search results.
- ML Ops Pipeline for Vector Search: Built-in tools simplify data vectorization and reintegration into clusters, supporting diverse inference engines without requiring deep ML expertise.
Key Business Outcomes
- Accelerated Implementation & Reduced Cost: Reduced setup time from weeks to hours through no-code ML Ops and a unified codebase—eliminating rework and reducing developer dependencies.
- Improved Search Quality & Relevance: NLP-driven intent recognition significantly improves search accuracy, delivering more contextual and user-relevant results.
- Scalable, Future-Proof Architecture: Seamless support for multiple engines and inference models ensures long-term flexibility, easier upgrades, and reduced technical debt.
Technology
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Office Locations
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Address
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.
Margoschis Road, Nazareth,
Tamil Nadu 628617.
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.