Core Feature

AI Knowledge Base

Continuously crawl, clean, and chunk web content into an AI-ready knowledge base with embeddings, search, and monitoring baked in.

Embeddings-ready chunks for RAGVersioning and change monitoringFeed any model or vector DB

Unified ingestion

Crawl sitemaps, bulk URLs, or targeted paths and keep sources synchronized automatically.

AI-ready structuring

Clean, chunk, and enrich content with metadata so it lands ready for your LLM pipelines.

Monitoring & alerts

Track content changes and capture diffs so your assistants always answer with fresh context.

Centralized governance

Manage permissions, version history, and content lineage in one place so teams always work from a single source of truth.

Instant retrieval

Power fast, precise answers with vector search, hybrid ranking, and semantic filtering tuned for enterprise-scale knowledge.

Seamless updates

Automatically rebuild embeddings, refresh indexes, and propagate changes so every assistant reflects the latest information.

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