[ Progres... Reviews ](https://www.g2.com/products/progress-marklogic/reviews) [ Progres... Reviews ](https://www.g2.com/products/progress-marklogic/reviews) # Progress MarkLogic Features ##### ## Compatibility (3) Federated Search Ability to search across different data sources, such as databases, intranets, and applications. File Types Offers search for a variety of file types. Global Language Support Ability to search in multiple languages without any additional work required. Show More ##### ## Search Queries (5) Typo Tolerance Ability of search to handle typos. Faceted Search Allows the end user to filter and refine search results. Synonyms Ability to define synonyms for search terms. Highlighting Allows the user to see highlighted results to see which words or phrases match the search query. Natural Language Allows the user to search in a natural, intuitive manner. Show More ##### ## Functionality (3) Personalization Gives the user targeted, personalized results based on their activity or preferences. Search Analytics Allows the user to understand how other users are using the search functionality through dashboards, KPIs, etc. Integrations Ability to plug the search capabilities into other applications or tools. Show More ##### ## Data Management (8) Data Integration Consolidate data from various disparate sources in a single unified view Data Discovery Understand the state of data, applications, systems and services Multi - Platform Manage data across environments (on-premises cloud, hybrid, and multi-cloud) Metadata Provides metadata management and lineage capabilities Data Model Stores and queries data as JSON-like documents. Data Types Supports multiple data types like lists, sets, hashes (similar to map), sorted sets etc. Built - In Search Allows users to index at ingest and query endlessly across data. Event Triggers Notifies specific events like document inserts, updates, replaces, deletes etc and responds in real-time. Show More ##### ## Analytics (1) Data Analytics Supports advanced analytics solutions for better business decision making Show More ##### ## Security (7) Compliance Rules and regulations inherited from source systems or defined to secure sensitive data Governance Grant or restrict data access and control Data Protection Built - In Backup and Disaster Recovery Role-Based Authorization Provides predefined system roles, privileges, and user-defined roles to users. Authentication Allows integration with external security mechanisms like Kerberos, LDAP authentication etc. Audit Logs Provides an audit log to track access and operations performed on databases for regulatory compliance. Encryption Provides encryption capability for all the data at rest using encryption keys. Show More ##### ## Availability (3) Auto Sharding Implements auto horizontal data partitioning that allows storing data on more than one node to scale out. Auto Recovery Restores a database to a correct(consistent) state in the event of a failure. Data Replication Copy data across multiple servers through master-slave, peer-to-peer replication architecture etc. Show More ##### ## Performance (1) Query Optimization Helps interpret SQL queries and determine the fastest method of execution Show More ##### ## Support (3) Multi-Model Provides support to handle structured, semi-structured, and unstructured data with equal effect. Operating Systems Available on multiple operating systems like Linux, Windows, MacOS etc. BI Connectors Allows users to connect business intelligence tools to the database. Show More ##### ## Generative AI (2) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## AI powered search - Enterprise Search Software (3) Generative RAG (Retrieval augmented generation) Embed generative (RAG) capabilities for enhanced answer generation using retrieved content Relevance Tuning Allow tuning relevance and ranking through machine-learning or Learning-to-Rank models NLP & Semantic search Enable the system to understand and interpret natural-language queries Show More ##### ## Compatibility - Enterprise Search Software (3) File Types Offers search for a variety of file types. Federated Search Ability to search across different data sources, such as databases, intranets, and applications. Global Language Support Ability to search in multiple languages without any additional work required. Show More ##### ## Functionality - Enterprise Search Software (3) Personalization Gives the user targeted, personalized results based on their activity or preferences. Search Analytics Allows the user to understand how other users are using the search functionality through dashboards, KPIs, etc. Integrations Ability to plug the search capabilities into other applications or tools. Show More ##### ## Search Queries - Enterprise Search Software (4) Highlighting Allows the user to see highlighted results to see which words or phrases match the search query. Faceted Search Allows the end user to filter and refine search results. Typo Tolerance Ability of search to handle typos. Synonyms Ability to define synonyms for search terms. 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