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/AI/llm-engineering-master-ai-and-large-language-models/05 - New Week 5 - Mastering RAG Build Advanced Solutions with Vector Embeddings/
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032 Day 5 - RAG Challenge Beat My Results & Buil..>
14.5 KiB
2026-03-22 14:32
032 Day 5 - RAG Challenge Beat My Results & Buil..>
23.8 KiB
2026-03-22 14:32
032 Day 5 - RAG Challenge Beat My Results & Buil..>
174.6 MiB
2026-03-22 14:32
032 Day 5 - RAG Challenge Beat My Results & Buil..>
15.1 KiB
2026-03-22 14:31
031 Day 5 - Advanced RAG Evaluation From 0.73 to..>
16.5 KiB
2026-03-22 14:31
031 Day 5 - Advanced RAG Evaluation From 0.73 to..>
26.3 KiB
2026-03-22 14:31
031 Day 5 - Advanced RAG Evaluation From 0.73 to..>
133.6 MiB
2026-03-22 14:32
031 Day 5 - Advanced RAG Evaluation From 0.73 to..>
16.7 KiB
2026-03-22 14:31
030 Day 5 - Building Production RAG with Query E..>
18.0 KiB
2026-03-22 14:31
030 Day 5 - Building Production RAG with Query E..>
29.5 KiB
2026-03-22 14:31
030 Day 5 - Building Production RAG with Query E..>
156.6 MiB
2026-03-22 14:32
030 Day 5 - Building Production RAG with Query E..>
18.7 KiB
2026-03-22 14:31
029 Day 5 - Building RAG Without LangChain Re-ra..>
13.0 KiB
2026-03-22 14:31
029 Day 5 - Building RAG Without LangChain Re-ra..>
21.1 KiB
2026-03-22 14:31
029 Day 5 - Building RAG Without LangChain Re-ra..>
151.4 MiB
2026-03-22 14:32
029 Day 5 - Building RAG Without LangChain Re-ra..>
13.5 KiB
2026-03-22 14:31
028 Day 5 - Creating Embeddings with Chroma, Vis..>
16.7 KiB
2026-03-22 14:31
028 Day 5 - Creating Embeddings with Chroma, Vis..>
26.8 KiB
2026-03-22 14:31
028 Day 5 - Creating Embeddings with Chroma, Vis..>
246.6 MiB
2026-03-22 14:32
028 Day 5 - Creating Embeddings with Chroma, Vis..>
17.3 KiB
2026-03-22 14:31
027 Day 5 - Building Advanced RAG Without LangCh..>
21.0 KiB
2026-03-22 14:31
027 Day 5 - Building Advanced RAG Without LangCh..>
34.0 KiB
2026-03-22 14:31
027 Day 5 - Building Advanced RAG Without LangCh..>
283.1 MiB
2026-03-22 14:31
027 Day 5 - Building Advanced RAG Without LangCh..>
21.9 KiB
2026-03-22 14:31
026 Day 5 - Advanced RAG Techniques Query Expans..>
16.7 KiB
2026-03-22 14:31
026 Day 5 - Advanced RAG Techniques Query Expans..>
28.4 KiB
2026-03-22 14:31
026 Day 5 - Advanced RAG Techniques Query Expans..>
62.9 MiB
2026-03-22 14:31
026 Day 5 - Advanced RAG Techniques Query Expans..>
17.8 KiB
2026-03-22 14:31
025 Day 5 - Advanced RAG Techniques Chunking, En..>
15.0 KiB
2026-03-22 14:31
025 Day 5 - Advanced RAG Techniques Chunking, En..>
25.5 KiB
2026-03-22 14:31
025 Day 5 - Advanced RAG Techniques Chunking, En..>
38.2 MiB
2026-03-22 14:31
025 Day 5 - Advanced RAG Techniques Chunking, En..>
16.0 KiB
2026-03-22 14:31
024 Day 5 - Advanced RAG Techniques Pre-processi..>
13.5 KiB
2026-03-22 14:31
024 Day 5 - Advanced RAG Techniques Pre-processi..>
22.3 KiB
2026-03-22 14:31
024 Day 5 - Advanced RAG Techniques Pre-processi..>
165.4 MiB
2026-03-22 14:31
024 Day 5 - Advanced RAG Techniques Pre-processi..>
14.5 KiB
2026-03-22 14:31
023 Day 4 - Testing OpenAI Embeddings and Evalua..>
10.1 KiB
2026-03-22 14:31
023 Day 4 - Testing OpenAI Embeddings and Evalua..>
16.1 KiB
2026-03-22 14:31
023 Day 4 - Testing OpenAI Embeddings and Evalua..>
46.5 MiB
2026-03-22 14:31
023 Day 4 - Testing OpenAI Embeddings and Evalua..>
10.3 KiB
2026-03-22 14:31
022 Day 4 - Experimenting with Chunking Strategi..>
15.4 KiB
2026-03-22 14:31
022 Day 4 - Experimenting with Chunking Strategi..>
24.2 KiB
2026-03-22 14:31
022 Day 4 - Experimenting with Chunking Strategi..>
61.4 MiB
2026-03-22 14:31
022 Day 4 - Experimenting with Chunking Strategi..>
15.7 KiB
2026-03-22 14:31
021 Day 4 - Running RAG Evaluations with Gradio ..>
13.8 KiB
2026-03-22 14:31
021 Day 4 - Running RAG Evaluations with Gradio ..>
22.5 KiB
2026-03-22 14:31
021 Day 4 - Running RAG Evaluations with Gradio ..>
100.9 MiB
2026-03-22 14:31
021 Day 4 - Running RAG Evaluations with Gradio ..>
14.5 KiB
2026-03-22 14:31
020 Day 4 - LLM as a Judge Evaluating RAG Answer..>
14.2 KiB
2026-03-22 14:31
020 Day 4 - LLM as a Judge Evaluating RAG Answer..>
23.2 KiB
2026-03-22 14:31
020 Day 4 - LLM as a Judge Evaluating RAG Answer..>
122.9 MiB
2026-03-22 14:31
020 Day 4 - LLM as a Judge Evaluating RAG Answer..>
14.8 KiB
2026-03-22 14:31
019 Day 4 - Evaluating RAG Systems MRR, NDCG, an..>
15.1 KiB
2026-03-22 14:31
019 Day 4 - Evaluating RAG Systems MRR, NDCG, an..>
25.4 KiB
2026-03-22 14:31
019 Day 4 - Evaluating RAG Systems MRR, NDCG, an..>
194.2 MiB
2026-03-22 14:31
019 Day 4 - Evaluating RAG Systems MRR, NDCG, an..>
16.2 KiB
2026-03-22 14:31
018 Day 4 - Evaluating RAG Systems Retrieval Met..>
20.7 KiB
2026-03-22 14:31
018 Day 4 - Evaluating RAG Systems Retrieval Met..>
34.6 KiB
2026-03-22 14:31
018 Day 4 - Evaluating RAG Systems Retrieval Met..>
62.9 MiB
2026-03-22 14:31
018 Day 4 - Evaluating RAG Systems Retrieval Met..>
22.1 KiB
2026-03-22 14:31
017 Day 4 - RAG Evaluations Measuring Performanc..>
16.0 KiB
2026-03-22 14:31
017 Day 4 - RAG Evaluations Measuring Performanc..>
26.8 KiB
2026-03-22 14:31
017 Day 4 - RAG Evaluations Measuring Performanc..>
176.8 MiB
2026-03-22 14:31
017 Day 4 - RAG Evaluations Measuring Performanc..>
16.9 KiB
2026-03-22 14:31
016 Day 3 - RAG with Conversation History Buildi..>
18.2 KiB
2026-03-22 14:31
016 Day 3 - RAG with Conversation History Buildi..>
29.6 KiB
2026-03-22 14:31
016 Day 3 - RAG with Conversation History Buildi..>
86.9 MiB
2026-03-22 14:31
016 Day 3 - RAG with Conversation History Buildi..>
18.8 KiB
2026-03-22 14:31
015 Day 3 - Building Production RAG with Python ..>
18.3 KiB
2026-03-22 14:31
015 Day 3 - Building Production RAG with Python ..>
30.4 KiB
2026-03-22 14:31
015 Day 3 - Building Production RAG with Python ..>
90.6 MiB
2026-03-22 14:31
015 Day 3 - Building Production RAG with Python ..>
19.4 KiB
2026-03-22 14:31
014 Day 3 - Building RAG with LangChain Retrieve..>
16.9 KiB
2026-03-22 14:31
014 Day 3 - Building RAG with LangChain Retrieve..>
26.8 KiB
2026-03-22 14:31
014 Day 3 - Building RAG with LangChain Retrieve..>
133.9 MiB
2026-03-22 14:31
014 Day 3 - Building RAG with LangChain Retrieve..>
17.0 KiB
2026-03-22 14:31
013 Day 3 - Building a RAG Pipeline with LangCha..>
14.5 KiB
2026-03-22 14:31
013 Day 3 - Building a RAG Pipeline with LangCha..>
24.3 KiB
2026-03-22 14:31
013 Day 3 - Building a RAG Pipeline with LangCha..>
116.8 MiB
2026-03-22 14:31
013 Day 3 - Building a RAG Pipeline with LangCha..>
15.4 KiB
2026-03-22 14:31
012 Day 3 - Building a Complete RAG Pipeline wit..>
12.0 KiB
2026-03-22 14:31
012 Day 3 - Building a Complete RAG Pipeline wit..>
20.2 KiB
2026-03-22 14:31
012 Day 3 - Building a Complete RAG Pipeline wit..>
97.0 MiB
2026-03-22 14:31
012 Day 3 - Building a Complete RAG Pipeline wit..>
13.0 KiB
2026-03-22 14:31
011 Day 2 - 3D Vector Visualizations and Compari..>
17.0 KiB
2026-03-22 14:31
011 Day 2 - 3D Vector Visualizations and Compari..>
28.1 KiB
2026-03-22 14:31
011 Day 2 - 3D Vector Visualizations and Compari..>
167.4 MiB
2026-03-22 14:31
011 Day 2 - 3D Vector Visualizations and Compari..>
18.0 KiB
2026-03-22 14:31
010 Day 2 - Creating Vector Stores with Chroma a..>
14.6 KiB
2026-03-22 14:31
010 Day 2 - Creating Vector Stores with Chroma a..>
24.1 KiB
2026-03-22 14:31
010 Day 2 - Creating Vector Stores with Chroma a..>
128.8 MiB
2026-03-22 14:31
010 Day 2 - Creating Vector Stores with Chroma a..>
15.6 KiB
2026-03-22 14:31
009 Day 2 - Encoder Models vs Vector Databases O..>
12.6 KiB
2026-03-22 14:31
009 Day 2 - Encoder Models vs Vector Databases O..>
21.2 KiB
2026-03-22 14:31
009 Day 2 - Encoder Models vs Vector Databases O..>
41.6 MiB
2026-03-22 14:31
009 Day 2 - Encoder Models vs Vector Databases O..>
13.3 KiB
2026-03-22 14:31
008 Day 2 - Breaking Documents into Chunks with ..>
18.1 KiB
2026-03-22 14:31
008 Day 2 - Breaking Documents into Chunks with ..>
30.4 KiB
2026-03-22 14:31
008 Day 2 - Breaking Documents into Chunks with ..>
94.6 MiB
2026-03-22 14:31
008 Day 2 - Breaking Documents into Chunks with ..>
19.4 KiB
2026-03-22 14:31
007 Day 2 - Vectors for RAG Introduction to Lang..>
11.7 KiB
2026-03-22 14:31
007 Day 2 - Vectors for RAG Introduction to Lang..>
19.7 KiB
2026-03-22 14:31
007 Day 2 - Vectors for RAG Introduction to Lang..>
115.3 MiB
2026-03-22 14:31
007 Day 2 - Vectors for RAG Introduction to Lang..>
12.5 KiB
2026-03-22 14:31
006 Day 1 - Understanding the Big Idea Behind RA..>
10.0 KiB
2026-03-22 14:31
006 Day 1 - Understanding the Big Idea Behind RA..>
16.8 KiB
2026-03-22 14:31
006 Day 1 - Understanding the Big Idea Behind RA..>
105.4 MiB
2026-03-22 14:31
006 Day 1 - Understanding the Big Idea Behind RA..>
10.7 KiB
2026-03-22 14:31
005 Day 1 - How Vector Embeddings Represent Mean..>
10.6 KiB
2026-03-22 14:31
005 Day 1 - How Vector Embeddings Represent Mean..>
17.8 KiB
2026-03-22 14:31
005 Day 1 - How Vector Embeddings Represent Mean..>
32.0 MiB
2026-03-22 14:31
005 Day 1 - How Vector Embeddings Represent Mean..>
11.3 KiB
2026-03-22 14:31
004 Day 1 - Vector Embeddings and Encoder LLMs T..>
12.9 KiB
2026-03-22 14:31
004 Day 1 - Vector Embeddings and Encoder LLMs T..>
21.9 KiB
2026-03-22 14:31
004 Day 1 - Vector Embeddings and Encoder LLMs T..>
75.7 MiB
2026-03-22 14:31
004 Day 1 - Vector Embeddings and Encoder LLMs T..>
14.0 KiB
2026-03-22 14:31
003 Day 1 - Building a Simple RAG System Diction..>
14.6 KiB
2026-03-22 14:31
003 Day 1 - Building a Simple RAG System Diction..>
23.9 KiB
2026-03-22 14:31
003 Day 1 - Building a Simple RAG System Diction..>
109.7 MiB
2026-03-22 14:31
003 Day 1 - Building a Simple RAG System Diction..>
14.9 KiB
2026-03-22 14:31
002 Day 1 - Building a Simple RAG Knowledge Assi..>
17.0 KiB
2026-03-22 14:31
002 Day 1 - Building a Simple RAG Knowledge Assi..>
28.0 KiB
2026-03-22 14:31
002 Day 1 - Building a Simple RAG Knowledge Assi..>
145.8 MiB
2026-03-22 14:31
002 Day 1 - Building a Simple RAG Knowledge Assi..>
17.6 KiB
2026-03-22 14:31
001 Day 1 - Introduction to RAG Retrieval Augmen..>
14.2 KiB
2026-03-22 14:31
001 Day 1 - Introduction to RAG Retrieval Augmen..>
23.7 KiB
2026-03-22 14:31
001 Day 1 - Introduction to RAG Retrieval Augmen..>
150.5 MiB
2026-03-22 14:31
001 Day 1 - Introduction to RAG Retrieval Augmen..>
15.0 KiB
2026-03-22 14:31
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