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[ DevCourseWeb.com ] Udemy - Master Vector Databases

magnet:?xt=urn:btih:5DFBEE5B0F6E6D0935C1809B60CBD29868F90361&dn=%5B%20DevCourseWeb.com%20%5D%20Udemy%20-%20Master%20Vector%20Databases

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5DFBEE5B0F6E6D0935C1809B60CBD29868F90361

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Content Size:

3.16GB

Convert On:

2023-12-01

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DevCourseWeb com Udemy Master Vector Databases

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File Name

Size

Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction/1. Introduction to Vector Database.mp4

86.29MB

~Get Your Files Here !/1. Introduction/2. Vectors and Embeddings.mp4

40.74MB

~Get Your Files Here !/1. Introduction/3. Explain vector database like I'm 5.mp4

29.9MB

~Get Your Files Here !/1. Introduction/4. How vector database store data.mp4

32.08MB

~Get Your Files Here !/1. Introduction/5. How do vector database works.mp4

26.82MB

~Get Your Files Here !/1. Introduction/6. Vectors in 2D.mp4

36.97MB

~Get Your Files Here !/2. The power of embeddings/1. Create embeddings using OpenAI.mp4

92.43MB

~Get Your Files Here !/2. The power of embeddings/1.1 VD_Vector_Embedding_OpenAI.ipynb

47.51KB

~Get Your Files Here !/2. The power of embeddings/2. Sentence Embedding Models.html

3.52KB

~Get Your Files Here !/3. Using SQLite as vector storage/1. Setup and basic operations.mp4

55.33MB

~Get Your Files Here !/3. Using SQLite as vector storage/2. Creating, storing and retrieving vector data.mp4

142.76MB

~Get Your Files Here !/3. Using SQLite as vector storage/2.1 VD_SQLite_Vector_search.ipynb

16.83KB

~Get Your Files Here !/3. Using SQLite as vector storage/3. Finding nearest vector.mp4

48.33MB

~Get Your Files Here !/3. Using SQLite as vector storage/4. Vector search using sqlite-vss extension.mp4

149.17MB

~Get Your Files Here !/3. Using SQLite as vector storage/4.1 VD_SQLite_VSS.ipynb

12.04KB

~Get Your Files Here !/4. ChromaDB/1. Introduction to ChromaDB.mp4

125.39MB

~Get Your Files Here !/4. ChromaDB/2. Revolutionizing the Data access with Vector Database.html

5.21KB

~Get Your Files Here !/4. ChromaDB/3. Methods on collections.mp4

60.64MB

~Get Your Files Here !/4. ChromaDB/3.1 Vector_Database_ChromaDB.ipynb

2.48KB

~Get Your Files Here !/4. ChromaDB/4. Storing The Matrix collections.mp4

103.87MB

~Get Your Files Here !/4. ChromaDB/4.1 Vector_Database_ChromaDB__The_Matrix_.ipynb

25.25KB

~Get Your Files Here !/4. ChromaDB/5. Adding document associated embeddings.mp4

95.98MB

~Get Your Files Here !/4. ChromaDB/6. Query data with 'where' filter.mp4

96.01MB

~Get Your Files Here !/4. ChromaDB/7. ChromaDB + Langchain - QA on multiple documents - Part 1.mp4

133.28MB

~Get Your Files Here !/4. ChromaDB/7.1 VD_ChromaDB_+_Langchain_QA_Multiple_documents.ipynb

27.23KB

~Get Your Files Here !/4. ChromaDB/8. ChromaDB + Langchain - QA on multiple documents - Part 2.mp4

92.11MB

~Get Your Files Here !/5. Facebook AI Similarity Search (FAISS)/1. Introduction to FAISS.mp4

127.59MB

~Get Your Files Here !/5. Facebook AI Similarity Search (FAISS)/2. Using similarity search for nearest neighbours.mp4

66.99MB

~Get Your Files Here !/6. Pinecone/1. Introduction to Pinecone.mp4

113.01MB

~Get Your Files Here !/6. Pinecone/10. Vector IDs must be string.mp4

51.07MB

~Get Your Files Here !/6. Pinecone/11. Sentence transformer embeddings.mp4

85.82MB

~Get Your Files Here !/6. Pinecone/12. Semantic search with metadata filtering - news articles.mp4

252.75MB

~Get Your Files Here !/6. Pinecone/2. Setup account, create an index, dashboard review.mp4

96.99MB

~Get Your Files Here !/6. Pinecone/3. Understanding index creation configuration.mp4

82.86MB

~Get Your Files Here !/6. Pinecone/4. Index management.mp4

114.89MB

~Get Your Files Here !/6. Pinecone/5. Insert vector data to an index.mp4

104.72MB

~Get Your Files Here !/6. Pinecone/6. Query vector data.mp4

94.27MB

~Get Your Files Here !/6. Pinecone/7. Upsert vector data in batches.mp4

100.32MB

~Get Your Files Here !/6. Pinecone/8. Upsert batches in parallel.mp4

17.71MB

~Get Your Files Here !/6. Pinecone/9. Upsert with metadata.html

381B

~Get Your Files Here !/7. Qdrant/1. Introduction to Qdrant vector database.mp4

82.22MB

~Get Your Files Here !/7. Qdrant/2. Connect with APIs.mp4

59.84MB

~Get Your Files Here !/7. Qdrant/3. Create a qdrant python client.mp4

37MB

~Get Your Files Here !/7. Qdrant/4. Create a collection.mp4

53.32MB

~Get Your Files Here !/7. Qdrant/5. Create a vector store.mp4

45.25MB

~Get Your Files Here !/7. Qdrant/6. Add document to vector store on the cloud.mp4

118.7MB

~Get Your Files Here !/7. Qdrant/7. Query the document.mp4

85.96MB

~Get Your Files Here !/7. Qdrant/8. Create a streamlit QA app.html

940B

~Get Your Files Here !/8. Congratulations and Thank You!/1. Your feedback is very valuable!.html

690B

~Get Your Files Here !/Bonus Resources.txt

386B

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