Chat with GitHub API Docs: Your Intelligent OpenAPI Assistant
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Unlock the power of the GitHub API with an intelligent chatbot. This n8n workflow leverages Retrieval Augmented Generation (RAG) with OpenAI and Pinecone to let you query the GitHub OpenAPI specifications in natural language.
About This Workflow
This n8n workflow empowers developers and operations teams by providing an intelligent interface to the vast GitHub API documentation. By fetching the official OpenAPI specification, processing it into digestible chunks, and storing it in a Pinecone vector database, this workflow enables natural language querying. When a chat message is received, the AI agent uses OpenAI's GPT-4o-mini to understand your query, retrieve relevant information from the GitHub API specs, and generate a concise, accurate answer. It's a powerful tool for understanding API endpoints, parameters, and usage without sifting through extensive documentation.
Key Features
- Natural Language Querying: Ask questions about the GitHub API in plain English.
- RAG Integration: Leverages Retrieval Augmented Generation for contextually relevant answers.
- OpenAPI Specification Powered: Directly queries the official GitHub OpenAPI V3 documentation.
- Vector Database Storage: Utilizes Pinecone for efficient storage and retrieval of API spec embeddings.
- AI-Powered Responses: Employs OpenAI's GPT-4o-mini for intelligent response generation.
How To Use
- Set up OpenAI and Pinecone Accounts: Ensure you have active accounts and your API keys are readily available.
- Configure n8n Credentials: In n8n, set up the 'OpenAiApi' and 'PineconeApi' credentials with your respective API keys.
- Ensure Pinecone Index Exists: Create a Pinecone index named 'n8n-demo' in your Pinecone account.
- Import the Workflow: Import this workflow JSON snippet into your n8n instance.
- Test the Indexing: Trigger the workflow by clicking 'Test workflow' to fetch, process, and index the GitHub OpenAPI specification into your Pinecone database.
- Engage in Chat: Once indexing is complete, start sending chat messages to the workflow via its trigger to ask questions about the GitHub API.
Apps Used
Workflow JSON
{
"id": "6a7cad4b-9744-48c0-9c1c-85eb3e633409",
"name": "Chat with GitHub API Docs: Your Intelligent OpenAPI Assistant",
"nodes": 10,
"category": "DevOps",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 6a7cad4b-9744...
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