December 2022 Summaries

In 2022, Pinecone, a company specializing in vector databases and search, experienced significant growth and innovation, marked by the successful adoption of its platform by major companies like Workday and Clubhouse for various applications including semantic search and fraud detection. The year began with a $28 million Series A funding round, enabling Pinecone to expand its team from 21 employees to over double that number across multiple countries, while establishing growing hubs in New York City and Tel Aviv. The company focused on advancing research and developing new learning resources, such as training models in low-resource scenarios and exploring multi-modal machine learning, alongside attending and sponsoring industry conferences. Pinecone also launched several product features, like faster searches with proprietary graph-based vector indexes and hybrid vector indexes for keyword-aware semantic search, further enhancing their platform’s capability and appeal.

Pinecone, a vector database, is now accessible on the Google Cloud Platform (GCP) Marketplace, allowing users to integrate AI-powered search into their applications without altering existing infrastructures. This development benefits a range of companies, from startups to large enterprises, by providing secure and efficient data management. Existing Google Cloud users can streamline their experience with consolidated billing, faster procurement, and easier application integration through the Marketplace. Pinecone offers Standard and Enterprise plans on GCP Marketplace, with annual pre-commitment contracts expected soon, although the free Starter plan is unavailable. Users can manage their plans and billing through the GCP Marketplace, and existing Pinecone customers can switch to GCP billing with support from Pinecone.

In December 2022, a new high-performance pod type, p2, became generally available, offering significant improvements in search speed and throughput compared to its predecessor, p1, by utilizing a graph-based index. These p2 pods, now included in the free Starter plan, provide users with the opportunity to experiment with high-throughput applications without any commitment, and are 50% cheaper due to optimized memory utilization. Compatible with dot product, cosine, and Euclidean distance metrics, p2 pods are recommended for applications requiring minimal latency and high throughput, such as video streaming recommendations and social media personalization, with pricing starting at $0.144 per hour as of December 1, 2022. Vertical scaling of p2 pods can enhance throughput capabilities, supporting over 1000 QPS with a single p2.x8 pod, making them ideal for performance-focused applications. Users are encouraged to test with their own data and consult documentation for optimal performance tuning, while those with different requirements might consider the s1 pod type.

Pinecone has introduced organizations, a feature that allows multiple users to manage projects and billing, enhancing collaboration and operational efficiency. Previously, project and billing management were limited to single users, which posed challenges when responsibilities shifted or when additional contributors were needed for new projects. With organizations, teams can define roles such as Organization Owner, Organization User, Project Owner, and Project User to manage access and billing across projects. This system enables easy transfer of project ownership among users and consolidation of usage for billing purposes. Existing users and projects have been automatically assigned to an organization, and users can navigate the Pinecone Console to manage their organization settings and invite others to collaborate. The feature aims to streamline management processes and foster better teamwork within Pinecone's platform.