Pinecone is a fully managed, developer-friendly and cloud-native vector database with a simple API and no infrastructure hassles. Pinecone serves filtered query results with low latency at the scale of billions of vectors. Our teams have found vendor databases and Pinecone in particular very helpful and quick to get started for use cases like storing a team’s knowledge base or help desk portal content rather than fine-tuning complex LLMs.