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Pinecone

Pinecone Assistant: A Managed Knowledge Layer for Production AI Applications Multi-domain RAG in n8n: why one knowledge base is not enough Allspice Transforms the Culinary Experience with Semantic Search Powered by Pinecone | Pinecone Building RAG workflows in n8n: choosing the right Pinecone node Knowledge needs a meta-knowledge layer Garbage Day: How Pinecone Safely Deletes Billions of Objects at Scale When "Performance" Means Two Different Things Pinecone BYOC: Pinecone in your AWS, GCP, or Azure account, no vendor access True, Relevant, and Wrong: The Applicability Problem in RAG Use the Pinecone Plugin for Claude Code to develop AI Applications Faster Millions at Stake: How Melange's High-Recall Retrieval Prevents Litigation Collapse Powering High-stakes Patent Search at Scale: How Melange Built a Reliable AI System on Pinecone | Pinecone Pinecone Assistant Node in n8n: Turn Any Data Source Into Knowledge RAG with Access Control Pinecone Dedicated Read Nodes are now in Public Preview Inside Pinecone: Slab Architecture New Bulk Data Operations: Update, Delete, and Fetch by Metadata The Hidden Cost of Building: Lessons from Aquant Simplifying Vector Embeddings with Pinecone Integrated Inference Capabilities Pinecone joins Microsoft Marketplace as a Launch Partner GTM Engineering: Clay + Pinecone for AI-powered Sales Outbound Build an AI knowledge assistant with Google Docs and Pinecone Moving Pinecone forward with Ash Ashutosh as CEO and Edo spearheading our growing AI ambitions as Chief Scientist Pinecone Founder Edo Liberty to Spearhead Pinecone’s Growing AI Ambitions; Appoints Ash Ashutosh as CEO to Expand Vector Database Market Leadership Fast, Accurate Retrieval for Creators at Scale: Delphi’s Path Toward a Million Conversational Agents with Pinecone | Pinecone Announcing Pinecone Pioneers: A Program for Builders, Organizers, and Community Leaders What is Context Engineering? Chunking Strategies for LLM Applications Beyond the hype: Why RAG remains essential for modern AI Obviant Makes 30% More Accurate Defense Acquisition Recommendations Combining Sparse and Dense Retrieval with Pinecone | Pinecone
August 2024 Product Update
Rick Jacobs · 2024-09-03 · via Pinecone

In August Pinecone continued to expand our offerings. Serverless became generally available to Google Cloud Platform (GCP) and Microsoft Azure and embedding and reranking were added to the Pinecone API.

Pinecone serverless is generally available on Azure and Google GCP

Pinecone serverless is generally available on Azure and GCP in addition to AWS. Choose the cloud and region that suits you best and get:

  • A fully-managed developer experience: No need to provision, manage, or even think about infrastructure when building and deploying your AI applications
  • High-quality results at any scale: Proprietary algorithms provide AI applications with highly-relevant and fresh results as your data changes and grows
  • Fast and cost-effective vector search: Only pay for what you use with a cloud-native decoupled compute and storage architecture

Over 30,000 organizations have collectively indexed over 25 billion on serverless since its launch. Join industry-leading companies including Cisco and Fileread and start building on Pinecone serverless now.

Pinecone Assistant

The Pinecone Assistant API which allows developers to deploy customized assistants is now in public preview.

Reranking with Pinecone Inference for more Accuracy

Reranking is now available with Pinecone Inference, an API that provides instant access to fully managed models hosted on Pinecone’s infrastructure. You can now embed, manage, query, and rerank with Pinecone via a single API.

Integrating reranking into your RAG applications can improve accuracy and reduce overall latency and cost. Check out our guide and Colab notebook and start building more accurate AI applications with Reranking today.

Increase data security with Backups and API key RBAC

Backups are now available for all Standard and Enterprise users to enable seamless backup and recovery of your data. Backups protect your data from system failures or accidental deletes and help you meet compliance requirements (e.g., SOC 2 audits).

We are also announcing API Key Roles in early access to enable Project Owners to set granular access controls – NoAccess, ReadOnly, or ReadWrite – for both the Control Plane and Data Plane within Pinecone serverless.

Build faster with new SDKs

We have also added several new SDKs for Go, C# and Scala.

Scala (community developed)

Link: https://github.com/cequence-io/pinecone-scala/releases/tag/v1.0.0

Go

Link:https://devblogs.microsoft.com/dotnet/introducing-pinecone-dotnet-sdk/

C#

Link:https://github.com/pinecone-io/pinecone-dotnet-client