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The Inference Pipeline: When Your LLM Finally Gets a Job

🔄 What happens in 3 steps
🔍 RAG search
“Let me quickly Google inside my brainâ€Ķ”
ðŸ§Đ Build prompt
Mix: question + context + magic template
ðŸĪ– LLM answers
Either:
✅ Genius
💀 Confident nonsense

ðŸ•ĩïļ Everything is logged
question
prompt
answer

Because:

future you = debugging detective 🧠

ðŸšĻ When things go wrong
weird answer
hallucination
empty result

👉 alert triggers
👉 dev cries

💎 TL;DR
User → Search → Prompt → LLM → Answer → Logs → Repeat
😂 Reality

Users:

“Wow AI is smart”

You:

“Please don’t break in productionâ€Ķ”

Top comments (3)

🏆 āļĒāļ­āļ”āļ™āļīāļĒāļĄ: tomorrmonkey/the inference pipeline when your llm finally gets a job p - āļŠāļĢāļļāļ›āļ”āļĢāļēāļĄāđˆāļēāļĨāđˆāļēāļŠāļļāļ”
 
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Mark John •

Very interesting.

🏆 āļĒāļ­āļ”āļ™āļīāļĒāļĄ: tomorrmonkey/the inference pipeline when your llm finally gets a job p - āļŠāļĢāļļāļ›āļ”āļĢāļēāļĄāđˆāļēāļĨāđˆāļēāļŠāļļāļ”
 
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Emir Hammani •

Great post

🏆 āļĒāļ­āļ”āļ™āļīāļĒāļĄ: tomorrmonkey/the inference pipeline when your llm finally gets a job p - āļŠāļĢāļļāļ›āļ”āļĢāļēāļĄāđˆāļēāļĨāđˆāļēāļŠāļļāļ”
 
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Pro •

Interesting.