Haider Ali Everything you need to initialize pgvector database tables, generate embeddings, and search matching documentation chunks directly inside PostgreSQL.
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Yes. Smesh.dev provides this Supabase Vector Store & RAG Starter Kit completely free. Simply click download or fill the form to get access instantly.
Absolutely. All smesh.dev schemas and blueprints are developer-ready and fully customizable for your n8n or database workspace.
No advanced coding is required. We provide clear walkthrough instructions, copyable configuration snippets, and full support for deployment.
Principal Automation Engineer & Founder at Smesh.dev
Haider Ali is an expert automation engineer specializing in building custom n8n pipelines, designing relational Supabase databases, training RAG-powered support chatbots, and building high-speed static websites for businesses across Pakistan and internationally.
Download the complete set of 10 production-grade AI system prompts configured for RAG search grounding, clean JSON qualification extraction, database insertions, and Roman WhatsApp conversation conversions.
A workflow blueprint for WhatsApp catalog sync, customer data validation, and writing to Google Sheets and Supabase. For local retail operators.
The exact system prompt and SQL pgvector retrieval snippet used to ground support chatbots in custom documentation databases without hallucination risks. Open-source copy.
