NEXUS
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NEXUS
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Dataset
0.Sources
1.관련 법령, 시행령, 시행규칙
2.공인중개사 기출 문제
- store vector DB
- store SQL DB
- 문제 생성 for RAG
- 문제 생성 for FT
3.Crawling
- 문제 생성 w.Crawling (RAG)
- 문제 생성 w.Crawling (FT)
Framework
Action Plan
Main API
Search API
Vector DB - Faiss
Embedding
Vector DB - Chroma
Caching
Caching Structure
Build Index
Generation
Prompt
Inference
Pipeline
Reranker
Nexus Asset
Nexus Asset Project Draft
Quick Start
Working Draft
Workflow
1. Dataset for fine-tuning
Dataset for
2. Prompt engineering
3. Fine-tuning
4.RAG
5.Deploy
Fine-tuning
Gemma 3.1B IT
Gemma 3.4B IT
0.Introduction
1.Models
Hyperparameters
2.Training
3.Evaluation
Training Examples
RAG
Vector DB
SQL DB
Retrieval
Generation
Feeding Data
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Dataset for fine-tuning
Dataset for