Swirl for Web

Swirl — Enterprise-Grade Unified Search and AI

Swirl is an open-source platform built to simplify search across an organization’s apps, sites, and data stores. It lets users run a single query that returns consolidated, context-aware results by leveraging AI and modern language models. The goal is to reduce time spent finding information and improve overall productivity.

Primary Benefits

• Faster access to information across multiple systems with a single search request.
• Improved result relevance by applying AI-driven understanding and summarization.
• Time savings and efficiency gains for both knowledge workers and engineering teams.

Security and Access Controls

Swirl is engineered to respect existing security policies and access controls so that sensitive data remains protected during indexing and query operations. It integrates with organizational authentication and authorization mechanisms, ensuring search results honor the same permissions as the source systems.

Core Capabilities and Integrations

• Connectors and pipelines (Metapipe) for linking diverse data sources and preparing data for models.
• Handling of unstructured content so documents, emails, and notes can become searchable.
• Entity extraction and analysis tools to surface meaningful concepts and relationships.
• Data enrichment features that augment raw inputs for richer search signals.
• Support for training and fine-tuning language models using organizational datasets.
• Tools geared toward content curation, data science workflows, and machine learning tasks.

Deployment Options and Editions

Swirl is offered in a free Community edition and a paid enterprise tier that is licensed per user seat. The enterprise option is available as a managed or hosted solution on Microsoft Azure and includes enhanced analytics, support, and scalability features.

Alternative Recommendation

Perplexity AI — Free: A recommended alternative that provides AI-assisted search and conversational information retrieval for users looking for a different approach.