AI Agents

Chat with GitHub specs using RAG (Pinecone and OpenAI)

17 nodes 9 7 Automatic trigger
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Workflow Description

Chat with GitHub specs using RAG (Pinecone and OpenAI)

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Vector Store Document Default Data Loader Text Splitter Chat Trigger AI Agent OpenAI Memory

Details

Trigger Automatic trigger
Nodes 17
Apps 7
Views 9
Downloads 7

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (17)

/

When clicking ‘Test workflow’

Manual Trigger

#1

HTTP Request

HTTP Request

#2

Pinecone Vector Store

Vector Store Pinecone

#3

Default Data Loader

Document Default Data Loader

#4

Recursive Character Text Splitter

Text Splitter Recursive Character Text Splitter

#5

When chat message received

Chat Trigger

#6

AI Agent

Agent

#7

OpenAI Chat Model

OpenAI

#8

Window Buffer Memory

Memory Buffer Window

#9

Vector Store Tool

Tool Vector Store

#10

OpenAI Chat Model1

OpenAI

#11

Sticky Note

Sticky Note

#12

Sticky Note1

Sticky Note

#13

Generate User Query Embedding

OpenAI

#14

Pinecone Vector Store (Querying)

Vector Store Pinecone

#15

Generate Embeddings

OpenAI

#16

Sticky Note2

Sticky Note

#17