AI search solution

To Nha Notes | May 4, 2023, 3:24 p.m.

Algolia launches AI-powered Algolia NeuralSearchTM – The world’s fastest, hyper-scalable, and cost-effective vector and keyword search API

Hybrid search with end-to-end AI enriches consumer discovery enabling businesses to significantly uplift site conversions and boost revenue.

Algolia is the only company that incorporates AI across three primary functions—query understanding, query retrieval, and ranking of results. 

• Query understanding – Algolia’s advanced natural language understanding  (NLU) and AI-driven vector search provide free-form natural language expression understanding and AI-powered query categorization that prepares and structures a query for analysis. Moreover, Adaptive Learning based on user feedback fine-tunes intent understanding.
• Retrieval – The most relevant results are then retrieved and ranked from most to least relevant. The retrieval process merges the Neural Hashing results in parallel with keywords using the same index for easy retrieval and ranking. This approach solves the ‘null results’ problem and significantly improves click positions and click-through rates. No other search platform in the search and discovery space offers this powerful capability. 
• Ranking – Finally, the best results are pushed to the top by Algolia’s AI-powered Re-ranking, which takes into account the many signals attached to the search query, (including the exact keyword matching score, the contextual personalization profile, the observed popularity of items, the semantic matching score, etc.) and learns to reach maximum relevance.  

https://www.algolia.com/