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Epiq AI knowledge layer is designed to process documents and extract valuable knowledge from both text and metadata. It creates a representation of entities, relationships, documents, and topics, allowing users to manage and query knowledge efficiently. Aida stores the extracted knowledge efficiently across various types of databases: entities, relationships, and metadata are stored in a relational database, textual topics and summaries are indexed in a text search database, and vectorized representations (embeddings) are stored in a vector database for advanced search and clustering. Users have the flexibility to make further edits of the entities and relations as needed.