Samruddhi Mokal
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samruddhimokal.bsky.social
Samruddhi Mokal
@samruddhimokal.bsky.social
AI Agents & Automations Architect | n8n Expert | Built 50+ Revenue Generating Automations | Turning AI into ROI while saving you hours | DM for your automation
not able to dm you
June 17, 2025 at 2:55 AM
totally!
June 14, 2025 at 1:28 PM
Step by step instructions in the system prompt and clear description of when to use what
June 13, 2025 at 4:23 PM
Here's the workflow:
June 3, 2025 at 2:17 AM
Haven't made it public yet
June 2, 2025 at 2:44 AM
The Pinecone Integration:
This is where n8n really shines. The Vector Store node:

Connects directly to Pinecone
Handles embedding searches automatically
Returns relevant company info

One node = entire knowledge base access.
May 31, 2025 at 7:23 AM
Memory Management in n8n:
Traditional chatbots lose context. With n8n's memory nodes:

Simple Memory: Stores recent conversation
Vector Store Memory: Accesses company documents

All managed through n8n's interface.
May 31, 2025 at 7:23 AM
The AI Agent Node handles:

OpenAI model selection
Prompt engineering within the interface
Tool calling (for knowledge base searches)
Response formatting
May 31, 2025 at 7:23 AM
The Webhook node is where it all starts. Configure it once and you get:

Instant endpoint for your chatbot

No server setup. No API management headaches.
May 31, 2025 at 7:23 AM
The n8n Architecture Breakdown:

Webhook Node: Captures incoming customer messages
AI Agent Node: The brain powered by OpenAI
Memory Node: Store conversation context
Vector Store Integration: Access company knowledge base
May 31, 2025 at 7:23 AM
Lovable
Build software products, using only a chat interface
lovable.dev
January 10, 2025 at 11:08 AM
It's similar to Vercel v0 of you've tried that. It does coding based on your prompts
January 10, 2025 at 7:19 AM
Yup, anytime!
January 9, 2025 at 7:04 AM
Anytime :)
January 9, 2025 at 7:03 AM