enVector

enVector Demo Hub

Live Demos

Experience real-world applications of enVector's FHE-powered encrypted vector database โ€” search over data without decrypting it.

All Demos

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Encrypted Face Recognition
Biometric ID without decryption
Identify individuals from encrypted face embeddings without decryption. Biometric data is never exposed as plaintext on the server.
FHE SearchBiometrics
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Text-to-Image Search
Natural language image retrieval
Search an image database with natural language queries. Privacy-preserving with multimodal embeddings and FHE vector search.
FHE SearchCLIP
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Image Tagging
Auto-tag via encrypted multimodal search
Upload an image to find similar images and auto-generated tags using encrypted multimodal vector search.
FHE SearchMultimodal
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eDiscovery
Legal document retrieval
Find relevant evidence documents instantly from 23,000+ legal records using encrypted vector search. Source documents stay encrypted on the server.
FHE Search23K docsLegal
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DRM-Safe RAG
Search & Q&A without decryption
Search and answer questions over DRM-protected corporate documents without ever decrypting them. Enable GenAI adoption without security approval bottlenecks.
FHE SearchRAGOllama
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Password Similarity
Detect weak patterns without plaintext
Detect similar weak password patterns without sending passwords in plaintext to the server. Encrypted vector comparison โ€” not hashes, not plaintext.
FHE SearchSecurity
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Embedding Inversion Attack
Why plaintext embeddings are dangerous
Standard vector DBs allow embedding inversion โ€” reconstructing original text from embeddings. enVector blocks this attack at the source by encrypting embeddings with FHE.
FHE DefenseAttack Demo
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