40 lines
2.6 KiB
Markdown
40 lines
2.6 KiB
Markdown
- Table of Contents
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- Chapter 1: Unlocking RAG
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- [Section 1: RAG Introduction](en/chapter1/01_RAG_intro.md)
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- [Section 2: Preparation](en/chapter1/02_preparation.md)
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- [Section 3: Four Steps to Build RAG](en/chapter1/03_get_start_rag.md)
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- [Appendix: Python Virtual Environment Deployment](en/chapter1/04_virtualenv.md)
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- Chapter 2: Data Preparation
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- [Section 1: Data Loading](en/chapter2/04_data_load.md)
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- [Section 2: Text Chunking](en/chapter2/05_text_chunking.md)
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- Chapter 3: Index Construction
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- [Section 1: Vector Embedding](en/chapter3/06_vector_embedding.md)
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- [Section 2: Multimodal Embedding](en/chapter3/07_multimodal_embedding.md)
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- [Section 3: Vector Database](en/chapter3/08_vector_db.md)
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- [Section 4: Milvus Practice](en/chapter3/09_milvus.md)
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- [Section 5: Index Optimization](en/chapter3/10_index_optimization.md)
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- Chapter 4: Retrieval Optimization
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- [Section 1: Hybrid Search](en/chapter4/11_hybrid_search.md)
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- [Section 2: Query Construction](en/chapter4/12_query_construction.md)
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- [Section 3: Text2SQL](en/chapter4/13_text2sql.md)
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- [Section 4: Query Rewriting and Routing](en/chapter4/14_query_rewriting.md)
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- [Section 5: Advanced Retrieval Techniques](en/chapter4/15_advanced_retrieval_techniques.md)
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- Chapter 5: Generation Integration
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- [Section 1: Formatted Generation](en/chapter5/16_formatted_generation.md)
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- Chapter 6: RAG System Evaluation
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- [Section 1: Evaluation Introduction](en/chapter6/18_system_evaluation.md)
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- [Section 2: Evaluation Tools](en/chapter6/19_common_tools.md)
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- Chapter 7: Advanced RAG Architecture (Extended Elective)
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- [Section 1: Knowledge Graph-based RAG](en/chapter7/20_kg_rag.md)
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- Chapter 8: Practical Project I (Basic)
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- [Environment Configuration and Project Architecture](en/chapter8/01_env_architecture.md)
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- [Data Preparation Module Implementation](en/chapter8/02_data_preparation.md)
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- [Index Construction and Retrieval Optimization](en/chapter8/03_index_retrieval.md)
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- [Generation Integration and System Integration](en/chapter8/04_generation_sys.md)
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- Chapter 9: Practical Project I Optimization (Elective)
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- [Graph RAG Architecture Design](en/chapter9/01_graph_rag_architecture.md)
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- [Graph Data Modeling and Preparation](en/chapter9/02_graph_data_modeling.md)
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- [Milvus Index Construction](en/chapter9/03_index_construction.md)
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- [Intelligent Query Routing and Retrieval Strategies](en/chapter9/04_intelligent_query_routing.md)
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- Chapter 10: Practical Project II (Elective)
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