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LLMsPracticalGuide

LLMsPracticalGuide

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Project Description

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

Project Information

Created on 4/23/2023

Updated on 9/23/2025

Large Language Models

Open Source LLMs
AI Assistant
Code Generation
Multimodal AI
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Retrieval Augmented Generation

RAG Retrieval
Vector Search
Semantic Search
Knowledge Graph
Document Q&A

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Image Generation
Audio Processing
Video Generation
3D Modeling
Art Creation

AI Agents

Agent Framework
Workflow Automation
Multi-Agent Systems
Task Planning
Decision Intelligence

Conversational AI

AI Assistant
Chatbot
Customer Service
Multimodal Chat
Voice Assistant

Data Analysis

Data Mining
Predictive Analytics
Data Visualization
AutoML
Feature Engineering

Development Tools

Code Generation
Code Completion
Code Review
Test Automation
DevOps

Deployment & Operations

Model Deployment
Containerization
Edge Computing
Monitoring
Performance Optimization

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Technical Guides

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Top 10 Open Source AI Libraries in 2025: Unlocking the Power of AI for All
Top 10 Open-Source Large Language Models (LLMs) in 2025: Complete Guide for Developers and Enterprises
RAG Meaning AI Deep Dive: Understanding the Power of Retrieval-Augmented Generation

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