Tonic Textual Creates De-identified Embeddings For Pinecone

On February 24, 2026, Security Boulevard demonstrated how to de-identify text with Tonic Textual before creating embeddings and storing them in a Pinecone vector database. The how-to shows chunking, embedding, and storage steps to protect private information and enable semantic search in RAG and other LLM applications. Practitioners can apply the workflow to reduce data leakage when building retrieval-augmented systems.