Pinecone
for LuumenAI

Read index state and namespace counts, then take backups with approval

Connect Pinecone and Luumen can read your index configuration, per-namespace vector counts, index fullness, backup details, and the status of bulk imports and restore jobs. When something needs to change — a new index, a backup before a reindex, a namespace, a bulk import from object storage — the agent shows the plan first and asks. Auth is by API key.

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The Pinecone toolbox

47 tools: 27 read, 20 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadChat with AssistantChat with a Pinecone assistant and get structured responses with citations.
  • ReadDescribe BackupRetrieve detailed information about a specific backup.
  • ReadDescribe Bulk ImportDescribe a specific bulk import operation in Pinecone.
  • ReadDescribe FileGet the status and metadata of a file uploaded to a Pinecone assistant.
  • ReadDescribe IndexRetrieve full Pinecone index configuration including host and integrated embedding settings.
  • ReadDescribe Index StatsGet index statistics including vector count per namespace, dimensions, and fullness.
  • ReadDescribe NamespaceDescribe a namespace in a serverless index, including the total number of vectors.
  • ReadDescribe Restore JobGet detailed information about a specific restore job in Pinecone.
  • ReadGenerate EmbeddingsGenerate vector embeddings for input text using Pinecone's hosted embedding models.
  • ReadFetch VectorsFetch vectors by ID from a Pinecone index.
  • ReadGet Assistant StatusRetrieve the status and details of a Pinecone assistant.
  • ReadGet Model InformationRetrieve detailed information about a specific model hosted by Pinecone.
  • ReadList AssistantsList all assistants in a Pinecone project.
  • ReadList Bulk ImportsList all recent and ongoing bulk import operations in Pinecone.
  • ReadList CollectionsList all collections in a Pinecone project (pod-based indexes only).
  • ReadList FilesList all files in a Pinecone assistant with optional metadata filtering.
  • ReadList Index BackupsList all backups for a specific Pinecone index.
  • ReadList IndexesList all indexes in a Pinecone project.
  • ReadList Available ModelsList all available embedding and reranking models hosted by Pinecone.
  • ReadList NamespacesList all namespaces in a serverless Pinecone index.
  • ReadList Project BackupsList all backups for indexes in a Pinecone project.
  • ReadList Restore JobsList all restore jobs for a project with pagination support.
  • ReadList VectorsList vector IDs in a Pinecone serverless index.
  • ReadQuery VectorsPerform semantic search within a Pinecone index using a query vector.
  • ReadRerank DocumentsRerank documents by semantic relevance to a query.
  • ReadRetrieve Assistant ContextRetrieve context snippets from a Pinecone assistant for RAG or agentic workflows.
  • ReadSearch Records in NamespaceSearch records within a Pinecone namespace using text, vector, or ID query.
  • WriteCancel Bulk ImportCancel a bulk import operation in Pinecone. Approval by default
  • WriteConfigure IndexConfigure an existing Pinecone index, including pod type, replicas, deletion protection, and tags. Approval by default
  • WriteCreate AssistantCreate a new Pinecone assistant for RAG (Retrieval-Augmented Generation) applications. Approval by default
  • WriteCreate BackupCreate a backup of a Pinecone index for disaster recovery and version control. Approval by default
  • WriteCreate IndexCreate a Pinecone index with specified configuration. Approval by default
  • WriteCreate Index with Embedding ModelCreate a Pinecone index with integrated embedding model for automatic vectorization. Approval by default
  • WriteCreate Index from BackupCreate an index from a backup. Approval by default
  • WriteCreate NamespaceCreate a namespace within a serverless Pinecone index. Approval by default
  • WriteDelete AssistantPermanently delete a Pinecone assistant. Approval by default
  • WriteDelete BackupDelete a backup. Approval by default
  • WriteDelete FileDelete an uploaded file from a Pinecone assistant. Approval by default
  • WriteDelete IndexPermanently delete a Pinecone index. Approval by default
  • WriteDelete NamespacePermanently delete a namespace from a serverless index. Approval by default
  • WriteDelete VectorsDelete vectors by ID from a Pinecone index. Approval by default
  • WriteStart Bulk ImportStart an asynchronous bulk import of vectors from object storage (S3, GCS, or Azure Blob Storage) into a Pinecone index. Approval by default
  • WriteUpdate AssistantUpdate an assistant's instructions and configuration in Pinecone. Approval by default
  • WriteUpdate VectorUpdate a vector in Pinecone by ID. Approval by default
  • WriteUpload File to AssistantUpload a file to a Pinecone assistant for processing. Approval by default
  • WriteUpsert Records to NamespaceUpsert text records into a Pinecone namespace. Approval by default
  • WriteUpsert VectorsUpsert vectors into a Pinecone namespace, overwriting existing vector IDs. Approval by default

One prompt, start to finish

What a governed Pinecone run looks like inside Luumen.

Questions

How does LuumenAI connect to Pinecone?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in Pinecone on its own?

Read actions answer immediately. Anything that writes — cancel bulk import, configure index, create assistant, create backup, and more — is shown as a plan and requires approval by default, including the 7 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to Pinecone — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task statusAffindaRead parsed documents, collections, and annotations — change them with approvalAgent MailGive the agent its own mailbox for reading threads and sending updatesAI/ML APIInspect assistants, threads, and runs — and change them as approved steps

Put Pinecone to work with Luumen

Connect in minutes. Every action scoped, approved, and audited from day one.

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