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Tag: RAG

Notes on “RAG”.

Displaying all engineering articles tagged with RAG. Use the search filters to find specific guides.

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AI5 min read

How I Built an AI Portfolio Assistant with Gemini and Supabase

The architecture behind Fyra, the assistant on this site: cheap keyword retrieval over my own projects, strict on-topic rules, a Gemini model fallback chain, and a lead form that turns a chat into a structured brief.

AI assistantGemini APISupabase+3 more
28 Oct 20268 views
AI8 min read

Semantic Search with pgvector Inside Supabase PostgreSQL

How to store text embeddings directly in PostgreSQL using pgvector, and build a semantic search engine without a dedicated vector database like Pinecone.

pgvectorSupabaseRAG+3 more
30 Jun 202616 views
AI6 min read

Choosing a Freelance AI Automation Engineer: Technical Checklist

How to find and screen freelance AI engineers for LLM integrations, retrieval-augmented generation (RAG), and agentic workflows.

FreelancingAI AutomationRAG+2 more
30 Jun 202612 views
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