Tip trick
Medium
@ingliguori
Importance score: 6 • Posted: February 23, 2026 at 18:25
Score
6
RAG ≠ “just embeddings + GPT.” It’s a 9-step system: Ingest → Chunk → Embed → Index → Retrieve (Hybrid) → Orchestrate → Generate → Observe → Evaluate Dense + BM25 + Rerank > single search. Observability > guesswork. System thinking wins. 🧠 Credit: Tech with Mak #RAG #AI #LLM #VectorDB
Media
Photo
Grok reasoning
Outlines advanced 9-step RAG pipeline emphasizing hybrid retrieval and observability.
Likes
50
Reposts
11
Views
984
Tags
ai and information retrieval
artificial intelligence
large language models
data retrieval
embedding techniques
machine learning
Tweet ID: 2026000365972300048
Prompt source: ai-news
Fetched at: February 24, 2026 at 04:34