Browse all content tagged with Semantic Search
AI Search is a semantic or vector-based search methodology that uses machine learning models to understand the intent and contextual meaning behind search queries, delivering more relevant and accurate results than traditional keyword-based search.
Document reranking is the process of reordering retrieved documents based on their relevance to a user's query, refining search results to prioritize the most pertinent information. It is a key step in Retrieval-Augmented Generation (RAG) systems, often combined with query expansion to enhance both recall and precision in AI-powered search and chatbots.
Enhanced Document Search with NLP integrates advanced Natural Language Processing techniques into document retrieval systems, improving accuracy, relevance, and efficiency when searching large volumes of textual data using natural language queries.
Fuzzy matching is a search technique used to find approximate matches to a query, allowing for variations, errors, or inconsistencies in data. Commonly applied in data cleaning, record linkage, and text retrieval, it uses algorithms like Levenshtein distance and Soundex to identify similar but not identical entries.
Discover what an Insight Engine is—an advanced, AI-driven platform that enhances data search and analysis by understanding context and intent. Learn how Insight Engines integrate NLP, machine learning, and deep learning to deliver actionable insights from structured and unstructured data sources.
Question Answering with Retrieval-Augmented Generation (RAG) combines information retrieval and natural language generation to enhance large language models (LLMs) by supplementing responses with relevant, up-to-date data from external sources. This hybrid approach improves accuracy, relevance, and adaptability in dynamic fields.
Enhance your AI chatbot's accuracy with FlowHunt's skip indexing feature. Exclude unsuitable content to keep interactions relevant and safe. Use the flowhunt-skip class to control what gets indexed and improve your bot's reliability and performance.
