Part 9/14:
Examples like Pinecone, Milvus, Chroma, and Pinecone’s cloud offering provide flexible solutions for embedding storage at enterprise scale.
Practical Applications: From Enterprise Search to Recommendations
Embedding and vector search technologies unlock numerous use cases:
Enterprise Knowledge Repositories: Organization-wide PDFs, contracts, and documents are transformed into embeddings. When a user searches for a specific policy or procedure, the system retrieves the most semantically relevant documents, not just keyword matches, and provides direct links.
Customer Support & FAQs: Embedding user queries and internal knowledge bases allows for accurate intent recognition and instant answers, reducing support response times.