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Full text search in PostgreSQL is a flexible and powerful facility to search collection of documents using natural language queries. We will discuss several new improvements of FTS in PostgreSQL 9.6 release, such as phrase search, better dictionaries support and tsvector editing functions. Also, we will present new features currently in development - RUM index support, which enables acceleration of some important kinds of full text queries, new and better ranking function for relevance search, loading dictionaries into shared memory and support for search multilingual content.