AI Research Mini-Booklet

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AI Research Mini-Booklet

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Overview

Origin & Principles

Inference Backend

Inference Server

Low Level Pieces

Quantization

Sampling

Model

Inference Middleware

Agent Harness

Tool Calling

MCP

System Prompt

Skills

Inference Tooling

Model Gateway

Agent Framework

UI

Memory & Cache

Sandbox & Observability

Strategy

Prompt

Local Hosting Tunning

Deeper Understanding

LLM Guts

Not Yet Handled Resources

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