Global Automation Network
Pinecone
TaskAGI

Pinecone + TaskAGI

Vector search for AI applications

Connect Pinecone to TaskAGI to store and query vector embeddings. Build powerful RAG (Retrieval Augmented Generation) workflows.

Available Operations

Actions you can perform with Pinecone

List Indexes

List all indexes in your Pinecone project

Describe Index

Get details about a specific index

Upsert Vectors

Insert or update vectors in an index

Query Vectors

Search for similar vectors in an index

Delete Vectors

Delete vectors from an index by IDs, filter, or delete all in namespace

Fetch Vectors

Fetch specific vectors by their IDs

Generate Embedding

Generate vector embeddings for text using Pinecone Inference API

Describe Index Stats

Get statistics about vectors in an index

Use Cases

Real-world automations you can build today

Semantic Search

Search documents by meaning, not just keywords

RAG Workflows

Build AI assistants with context from your data

Similarity Matching

Find similar products, content, or users

Knowledge Base

Store and retrieve information efficiently

How It Works

Get started in minutes

1

Connect

Add your Pinecone API key from your project settings.

2

Generate Embeddings

Use the Generate Embedding node to convert text to vectors.

3

Store & Search

Upsert vectors and query for similar content.

4

Build AI Apps

Combine with AI models for RAG-powered workflows.

AI Agents Using Pinecone

Deploy pre-built agents that leverage this integration

Frequently Asked Questions

What is a vector database?
A vector database stores numerical representations (embeddings) of data, enabling similarity searches and AI applications.
How do I create an index?
Create indexes in your Pinecone console at app.pinecone.io. Choose dimensions matching your embedding model.
What are namespaces?
Namespaces partition vectors within an index, useful for organizing data by category, user, or tenant.
Does Pinecone have a free tier?
Yes, Pinecone offers a free starter tier with limited capacity for development and testing.

365+ Integrations Available

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