Download Udemy - Vector Databases for Developers - ChromaDB, Pinecone and RAG Torrent

Torrent Contents Size: 3.6 GB

Udemy - Vector Databases for Developers - ChromaDB, Pinecone and RAG

Bonus Resources.txt

TXT

102.4 B

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URL

204.8 B

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1 - Getting Started

1. Lecture 01 – Welcome and Course Overview.pdf

PDF

111.8 KB

1. Welcome and Course Overview.mp4

MP4

68.4 MB

2 - Working with Embeddings

3 - Working with Embeddings

4 - Project 1 AI Semantic PDF Search Engine

10. Building the Semantic Search Engine.mp4

MP4

436.9 MB

10. Lecture 10 - Building the Semantic Search Engine.docx.pdf

PDF

240.4 KB

5 - Building a Complete RAG Chatbot

11. Lecture 11 - Understanding Retrieval-Augmented Generation (RAG).pdf

PDF

136.3 KB

11. Understanding Retrieval-Augmented Generation (RAG).mp4

MP4

196.6 MB

12. Building the RAG Backend with LangChain.mp4

MP4

241.1 MB

12. Lecture 12 - Building the RAG Backend with LangChain.pdf

PDF

251.9 KB

13. Building the Chat Interface.mp4

MP4

195.3 MB

13. Lecture 13 - Building the Chat Interface.pdf

PDF

202.4 KB

14. Improving the RAG Chatbot.mp4

MP4

218.5 MB

14. Lecture 14 - Improving the RAG Chatbot.pdf

PDF

164.6 KB

6 - Scaling with Pinecone

15. Getting Started with Pinecone.mp4

MP4

240.2 MB

15. Lecture 15 - Getting Started with Pinecone.pdf

PDF

186.4 KB

16. Lecture 16 - Migrating from ChromaDB to Pinecone.pdf

PDF

201.6 KB

16. Migrating from ChromaDB to Pinecone.mp4

MP4

213.7 MB

7 - Production Best Practices

17. Building Better Vector Search Systems.mp4	MP4	183.9 MB
17. Lecture 17 - Building Better Vector Search Systems.pdf	PDF	205.4 KB
18. Course Summary and Next Steps.mp4	MP4	112.6 MB

9. Lecture 09 - Loading and Indexing PDF Documents.docx.pdf

PDF

207.6 KB

9. Loading and Indexing PDF Documents.mp4

MP4

177.7 MB

7. Getting Started with ChromaDB.mp4

MP4

249.5 MB

7. Lecture 07 - Getting Started with ChromaDB.docx.pdf

PDF

191.5 KB

8. Lecture 08 - Searching with ChromaDB.docx.pdf

PDF

214.9 KB

8. Searching with ChromaDB.mp4

MP4

163.3 MB

3. Lecture 03 - Setting Up the Development Environment.docx.pdf

PDF

129.5 KB

3. Setting Up the Development Environment.mp4

MP4

144.3 MB

4. Creating Embeddings with the OpenAI API.mp4

MP4

260.8 MB

4. Lecture 04 - Creating Embeddings with the OpenAI API.docx.pdf

PDF

189 KB

5. Lecture 05 - Measuring Semantic Similarity.docx.pdf

PDF

192.8 KB

5. Measuring Semantic Similarity.mp4

MP4

380.1 MB

6. Chunking Documents for AI.mp4

MP4

103.9 MB

6. Lecture 06 - Chunking Documents for AI.docx.pdf

PDF

157.7 KB

2. Downloading the Course Source Code from GitHub.pdf

PDF

93.7 KB

2. Lecture 02 – Understanding Embeddings and Vector Databases.pdf

PDF

128.2 KB

2. Understanding Embeddings and Vector Databases.mp4

MP4

86.5 MB

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Udemy - Vector Databases for Developers - ChromaDB, Pinecone and RAG

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