精通向量数据库
上次更新时间：2024-11-02
课程售价: 2.9 元
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课程内容
1. Introduction
2. The power of embeddings
3. Using SQLite as vector storage
4. ChromaDB
5. Facebook AI Similarity Search (FAISS)
6. Pinecone
- 1. Introduction to Pinecone
- 2. Setup account, create an index, dashboard review
- 3. Understanding index creation configuration
- 4. Index management
- 5. Insert vector data to an index
- 6. Query vector data
- 7. Upsert vector data in batches
- 8. Upsert batches in parallel
- 10. Vector IDs must be string
- 11. Sentence transformer embeddings
- 12. Semantic search with metadata filtering - news articles
课程内容
7个章节 , 38个讲座
1. Introduction
2. The power of embeddings
3. Using SQLite as vector storage
4. ChromaDB
5. Facebook AI Similarity Search (FAISS)
6. Pinecone
- 1. Introduction to Pinecone
- 2. Setup account, create an index, dashboard review
- 3. Understanding index creation configuration
- 4. Index management
- 5. Insert vector data to an index
- 6. Query vector data
- 7. Upsert vector data in batches
- 8. Upsert batches in parallel
- 10. Vector IDs must be string
- 11. Sentence transformer embeddings
- 12. Semantic search with metadata filtering - news articles