Redis Software Features
Data Management (12)
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Data Model
Stores data as key-value pairs where key is a unique identifier.
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Data Types
Supports multiple data types like lists, sets, hashes (similar to map), sorted sets etc.
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.
Semantic Search
Data Model
Designed to store interconnected data consisting of nodes and edges.
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.
Query Language
Powerful query language that allows users to access patterns like traversals, JOINs, search, geospatial etc.
Availability (10)
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Auto Sharding
Implements auto horizontal data partitioning that allows storing data on more than one node to scale out.
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Auto Recovery
Restores a database to a correct (consistent) state in the event of a failure.
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Data Replication
Copy data across multiple servers through master-slave, peer-to-peer replication architecture etc.
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.
Backup and Recovery
Create backups and provide methods to recover deleted/lost data
Real-Time Data
Receive data and information in real time
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.
Performance (1)
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Integrated Cache
Stores frequently-used data in system memory quickly.
Security (11)
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Role-Based Authorization
Provides predefined system roles, privileges, and user-defined roles to users.
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Audit Logs
Provides an audit log to track access and operations performed on databases for regulatory compliance.
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Encryption
Provides encryption capability for all the data at rest using encryption keys.
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.
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.
Support (8)
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Operating Systems
Available on multiple operating systems like Linux, Windows, MacOS etc.
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.
Data Connectors
Connect to big data sources
Multi-Model
Provides support to handle structured, semi-structured, and unstructured data with equal effect.
BI Connectors
Allows users to connect business intelligence tools to the database.
Operating Systems
Available on multiple operating systems like Linux, Windows, MacOS etc.
Performance (3)
Query Optimization
Helps interpret SQL queries and determine the fastest method of execution
Ad hoc Query
One-off queries made on an as-needed basis
Query Optimization
Helps interpret SQL queries and determine the fastest method of execution
Data Indexing (2)
Semantic Search
Allows semantic search service by organizing data.
Indexing Data
Allows indexing of data for search and retrieval.
Filters (2)
Accurate Search
The feature aids in filtering queries by metadata thus achieving accurate search.
Single Stage Filtering - Vector Database
This feature integrates vectors and metadata indexes into a single index.
LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms (3)
Retrieval pipeline orchestration
Orchestrates retrieval, reranking, and enrichment steps within RAG workflows
LLM-aware retrieval optimization
Optimizes chunk selection, context assembly, and grounding specifically for LLM consumption
Hybrid retrieval strategy optimization
Enables advanced tuning of lexical, semantic, and reranked retrieval strategies
Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms (2)
Search analytics & relevance debugging
Provides insights into query behavior, retrieval quality, and relevance performance
High availability & disaster recovery
Ensures resilience through redundancy, failover, and recovery mechanisms
Embedding & model management - AI Search & Retrieval Infrastructure Platforms (3)
Embedding versioning & lifecycle management
Manages embedding updates, re-indexing, and model version changes over time
Multimodal search support
Enables semantic search across text, images, audio, or video using embeddings
Pluggable embedding & LLM providers
Allows teams to bring their own embedding models or LLM providers and change them without re-architecting
Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms (2)
Incremental & streaming index updates
Supports near-real-time index updates as source data changes
Built-in data enrichment
Enriches content using chunking, metadata inference, entity extraction, or OCR during indexing
Security & governance - AI Search & Retrieval Infrastructure Platforms (3)
Fine-grained access controls
Enforces document-, field-, or metadata-level permissions during retrieval
Data residency & retention policies
Supports regional data controls, retention rules, and regulatory compliance
Audit logs & retrieval traceability
Tracks queries, retrieved content, and access decisions for compliance and debugging
Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms (4)
Advanced relevance tuning
Enables fine-grained control over ranking using rules, weights, feedback loops, or learning-to-rank models
Query understanding & expansion
Improves retrieval quality through query rewriting, semantic expansion, or intent detection
Multistage retrieval & re-ranking
Supports multi-step retrieval pipelines where initial candidates are reranked using ML or LLM-based approaches
Context-aware & personalized search
Adjusts retrieval and ranking based on user context, behavior, or application-level signals
Additional Functionality (34)
Database Conversion
Transformation of data from one format to another
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Automatic Backup
Data is backed up automatically to prevent data loss
Real-Time Monitoring
Active monitoring of systems, applications, or networks
Audit Management
Plan, schedule, and execute organization's accounts and assets to ensure compliance with policies and laws
Data Visualization
Graphical representation of data
Ad hoc Reporting
Generate one-off reports that meet information requirements
Compliance Management
Track and manage adherence to policies for any service, product, process, or supplier
Indexing
Compile and organize data into specific metrics
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Data Verification
Process of checking different types of data for accuracy to avoid errors or inconsistencies
Performance Testing
Allows developers to check if their applications/web browsers are running as expected.
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Security Auditing
Systematic evaluation of the security of a company's overall security system and situation
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
Data Mapping
Track the management and flow of data throughout the organization
Data Retrieval
Search and find data in a structured format
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Configuration Management
Identify component attributes like servers, hardware, software, and manage relationships across all services
Audit Trail
A record of all activities within the system, including user access, changes made, etc.
For NoSQL Databases
Specific for use in NoSQL Databases
Data Import/Export
Import and export data to and from software applications
Data Migration
Move from one database to another, or upgrade the version of database software being used
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
API
Application programming interface that allows for integration with other systems/databases
Serverless Accessibility
Compatible with serverless backends
Multiple Data Sources
Allows users to manage data from a number of sources
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