Dnotitia

Where Seahorse may provide value (subject to validation): - Integrated ingestion (VLM/OCR) + chunking + vectorization could reduce engineering effort compared to assembling best-of-breed tools - Potential performance/TCO gains if hardware acceleration is available and validated by independent benchmarks Where competitors typically excel: - Pinecone: broad adoption, mature documentation, and extensive third-party integrations and tutorials - Weaviate / Milvus / Qdrant: open-source transparency and more visible operational patterns, facilitating portability and self-hosting - pgvector: simple integration for organizations already using PostgreSQL where transactional metadata and "good enough" vector search suffice Market considerations: - Community discussions emphasize that vector DB costs and benchmarks can be misleading; teams should validate whether a managed vector service, a database extension, or an alternative search approach is sufficient for their workload.