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[ WebToolTip com ] Udemy - Vector Databases for Developers - ChromaDB, Pinecone and RAG
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1 - Getting Started
1. Lecture 01 – Welcome and Course Overview.pdf
1. Welcome and Course Overview.mp4
2. Downloading the Course Source Code from GitHub.pdf
2. Lecture 02 – Understanding Embeddings and Vector Databases.pdf
2. Understanding Embeddings and Vector Databases.mp4
2 - Working with Embeddings
3. Lecture 03 - Setting Up the Development Environment.docx.pdf
3. Setting Up the Development Environment.mp4
4. Creating Embeddings with the OpenAI API.mp4
4. Lecture 04 - Creating Embeddings with the OpenAI API.docx.pdf
5. Lecture 05 - Measuring Semantic Similarity.docx.pdf
5. Measuring Semantic Similarity.mp4
6. Chunking Documents for AI.mp4
6. Lecture 06 - Chunking Documents for AI.docx.pdf
3 - Working with Embeddings
7. Getting Started with ChromaDB.mp4
7. Lecture 07 - Getting Started with ChromaDB.docx.pdf
8. Lecture 08 - Searching with ChromaDB.docx.pdf
8. Searching with ChromaDB.mp4
4 - Project 1 AI Semantic PDF Search Engine
10. Building the Semantic Search Engine.mp4
10. Lecture 10 - Building the Semantic Search Engine.docx.pdf
9. Lecture 09 - Loading and Indexing PDF Documents.docx.pdf
9. Loading and Indexing PDF Documents.mp4
5 - Building a Complete RAG Chatbot
11. Lecture 11 - Understanding Retrieval-Augmented Generation (RAG).pdf
11. Understanding Retrieval-Augmented Generation (RAG).mp4
12. Building the RAG Backend with LangChain.mp4
12. Lecture 12 - Building the RAG Backend with LangChain.pdf
13. Building the Chat Interface.mp4
13. Lecture 13 - Building the Chat Interface.pdf
14. Improving the RAG Chatbot.mp4
14. Lecture 14 - Improving the RAG Chatbot.pdf
6 - Scaling with Pinecone
15. Getting Started with Pinecone.mp4
15. Lecture 15 - Getting Started with Pinecone.pdf
16. Lecture 16 - Migrating from ChromaDB to Pinecone.pdf
16. Migrating from ChromaDB to Pinecone.mp4
7 - Production Best Practices
17. Building Better Vector Search Systems.mp4
17. Lecture 17 - Building Better Vector Search Systems.pdf
18. Course Summary and Next Steps.mp4
Bonus Resources.txt
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