[ DevCourseWeb.com ] Udemy - Master Vector Databases

File Name

Size

Get Bonus Downloads Here.url

182 B

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

86 MB

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

41 MB

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

30 MB

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

32 MB

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

27 MB

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

37 MB

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

92 MB

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

48 kB

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

3.5 kB

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

55 MB

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

143 MB

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

17 kB

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

48 MB

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

149 MB

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

12 kB

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

125 MB

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

5.2 kB

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

61 MB

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

2.5 kB

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

104 MB

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

25 kB

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

96 MB

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

96 MB

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

133 MB

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

27 kB

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

92 MB

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

128 MB

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

67 MB

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

113 MB

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

51 MB

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

86 MB

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

253 MB

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

97 MB

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

83 MB

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

115 MB

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

105 MB

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

94 MB

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

100 MB

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

18 MB

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

381 B

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

82 MB

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

60 MB

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

37 MB

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

53 MB

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

45 MB

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

119 MB

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

86 MB

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

940 B

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

690 B

~Get Your Files Here !/Bonus Resources.txt

386 B