DevCourseWeb com Udemy Master Vector Databases | 5DFBEE5B0F6E6D0935C1809B60CBD29868F90361

DevCourseWeb com Udemy Master Vector Databases

Name	[ DevCourseWeb.com ] Udemy - Master Vector Databases	DOWNLOAD Copy Link
Total Size	3.4 GB
Total Files	51
Last Seen	2024-07-22 00:06
Hash	5DFBEE5B0F6E6D0935C1809B60CBD29868F90361

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction to Vector Database.mp4	90.5 MB
2. Vectors and Embeddings.mp4	42.7 MB
3. Explain vector database like I'm 5.mp4	31.3 MB
4. How vector database store data.mp4	33.6 MB
5. How do vector database works.mp4	28.1 MB
6. Vectors in 2D.mp4	38.8 MB
/.../2. The power of embeddings/
1. Create embeddings using OpenAI.mp4	96.9 MB
1.1 VD_Vector_Embedding_OpenAI.ipynb	48.7 KB
2. Sentence Embedding Models.html	3.6 KB
/.../3. Using SQLite as vector storage/
1. Setup and basic operations.mp4	58.0 MB
2. Creating, storing and retrieving vector data.mp4	149.7 MB
2.1 VD_SQLite_Vector_search.ipynb	17.2 KB
3. Finding nearest vector.mp4	50.7 MB
4. Vector search using sqlite-vss extension.mp4	156.4 MB
4.1 VD_SQLite_VSS.ipynb	12.3 KB
/4. ChromaDB/
1. Introduction to ChromaDB.mp4	131.5 MB
2. Revolutionizing the Data access with Vector Database.html	5.3 KB
3. Methods on collections.mp4	63.6 MB
3.1 Vector_Database_ChromaDB.ipynb	2.5 KB
4. Storing The Matrix collections.mp4	108.9 MB
4.1 Vector_Database_ChromaDB__The_Matrix_.ipynb	25.9 KB
5. Adding document associated embeddings.mp4	100.6 MB
6. Query data with 'where' filter.mp4	100.7 MB
7. ChromaDB + Langchain - QA on multiple documents - Part 1.mp4	139.8 MB
7.1 VD_ChromaDB_+_Langchain_QA_Multiple_documents.ipynb	27.9 KB
8. ChromaDB + Langchain - QA on multiple documents - Part 2.mp4	96.6 MB
/.../5. Facebook AI Similarity Search (FAISS)/
1. Introduction to FAISS.mp4	133.8 MB
2. Using similarity search for nearest neighbours.mp4	70.2 MB
/6. Pinecone/
1. Introduction to Pinecone.mp4	118.5 MB
10. Vector IDs must be string.mp4	53.5 MB
11. Sentence transformer embeddings.mp4	90.0 MB
12. Semantic search with metadata filtering - news articles.mp4	265.0 MB
2. Setup account, create an index, dashboard review.mp4	101.7 MB
3. Understanding index creation configuration.mp4	86.9 MB
4. Index management.mp4	120.5 MB
5. Insert vector data to an index.mp4	109.8 MB
6. Query vector data.mp4	98.9 MB
7. Upsert vector data in batches.mp4	105.2 MB
8. Upsert batches in parallel.mp4	18.6 MB
9. Upsert with metadata.html	0.4 KB
/7. Qdrant/
1. Introduction to Qdrant vector database.mp4	86.2 MB
2. Connect with APIs.mp4	62.8 MB
3. Create a qdrant python client.mp4	38.8 MB
4. Create a collection.mp4	55.9 MB
5. Create a vector store.mp4	47.5 MB
6. Add document to vector store on the cloud.mp4	124.5 MB
7. Query the document.mp4	90.1 MB
8. Create a streamlit QA app.html	0.9 KB
/.../8. Congratulations and Thank You!/
1. Your feedback is very valuable!.html	0.7 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 51