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Pinecone integration

Vector Database · 9 actions · Custom auth

Managed vector database for machine learning applications with serverless and pod-based deployments. Pass-through access to your own Pinecone project: vector similarity search, raw-text search on integrated-embedding indexes, index management, and vector upsert/delete via the native REST API.

The ModuleX Pinecone integration lets a ModuleX agent operate Pinecone on your behalf — running create, remove and find actions across queries, records and indexes — directly from a plain-English request, using your organization's own Pinecone credentials. No pre-built workflow is required: the agent picks the right Pinecone action for the task.

Pinecone is a vector database platform. ModuleX adds the agent layer: ask for an outcome and it selects and runs the right Pinecone action — or, when you want a repeatable process, the composer assembles a Pinecone workflow for you, streaming the nodes onto the canvas as it builds.

Drive Pinecone in plain English

Type what you want. A ModuleX agent picks the right Pinecone action, or chains several, and runs it. No workflow to build.

  • Create a serverless index
    resolves tocreate_index
  • Find the index I describe and remove it
    resolves tolist_indexesdelete_index
  • Delete vectors by ID list, by metadata filter, or all in a namespace
    resolves todelete_vectors
  • Show me the queries that match what I describe
    resolves toquery

What you can automate with Pinecone

  • Find the right index and remove it in one promptlist_indexesdelete_index
  • Query your queries from a plain-English questionquery
  • Find the records that match what you describesearch_records
  • Upsert a vector without writing SQLupsert_vectors

Pinecone integration at a glance

VendorPinecone
CategoryVector Database
Actions available9
AuthenticationCustom
Uses your own credentialsYes
Works with the assistantYes
Works in the composerYes
Multi-step / tool-chainingYes
Technical referenceView docs
Integration version1.0.0
Last updatedJul 2026

All 9 Pinecone actions

Queries1
query
Vector similarity search on a Pinecone index. Takes a query vector — works on every index type. For raw-text queries, use search_records (integrated-embedding indexes only). Returns Pinecone's native matches.
Records1
search_records
Raw-text semantic search — Pinecone embeds the text server-side. Works ONLY on indexes created with integrated embedding; for all other indexes use query with a vector. Returns Pinecone's native hits.
Indexes4
list_indexes
List all indexes in the Pinecone project.
describe_index
Get an index's native config (dimension, metric, host, spec, status).
create_index
Create a serverless index.
delete_index
Delete an index.
Index Stats1
describe_index_stats
Get an index's stats (namespaces, dimension, totalVectorCount, indexFullness).
Vectors2
upsert_vectors
Insert or update Pinecone-native {id, values, metadata?} vectors in an index.
delete_vectors
Delete vectors by ID list, by metadata filter, or all in a namespace.

See full parameters and response schemas in the Pinecone integration docs

Two ways to use Pinecone in ModuleX

Ask the assistantType what you want done and a ModuleX agent picks the right Pinecone action and runs it. No workflow to build.
Compose a workflowNeed it to happen every time? Describe the process and the composer wires Pinecone into a repeatable workflow you can run on a schedule, from chat, or as an API.

Connecting Pinecone

CustomPinecone uses a custom authentication flow. ModuleX encrypts whatever credentials you supply and scopes them to your organization.

Step-by-step setup in the Pinecone docs

Pairs well with Pinecone

Agents often chain Pinecone with these. Connect them once and the agent can use all of them in a single task.

Pinecone + ModuleX FAQ

  • A ModuleX agent can run any of Pinecone's 9 actions — across queries, records, indexes and index stats — from a plain-English request, using your organization's own Pinecone credentials.

Put Pinecone to work in ModuleX.

Connect Pinecone once with your own credentials and let your agent run all 9 actions on demand.

Last updated: Jul 2026Browse all 179 integrations