Pinecone has been useful for handling vector search without adding too much complexity to the application. I found the indexing and similarity search fairly straightforward, and metadata filtering is also useful when we need more relevant results. It works particularly well for RAG use cases where fast retrieval of the right information is important. Review collected by and hosted on G2.com.

The initial setup is not too difficult, but understanding the right index configuration and embedding setup takes some time. Cost can also become a concern when the data and query volume increases. More visibility into cost estimation and usage would make it easier to plan for larger workloads. Review collected by and hosted on G2.com.