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- How to store your chunks?
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Classroom Contents
Embeddings and Vector Databases for Fast RAG - 100% Local with Ollama, Supabase, PostgreSQL and pgvector
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- 1 - How to store your chunks?
- 2 - What are Vector Embeddings?
- 3 - Local Postgres & pgvector setup
- 4 - Initializing Supabase & Docker
- 5 - Generating Embeddings with Ollama and Qwen3 Embedding
- 6 - Storing Data: Inserting Vectors into SQL
- 7 - Full-Text Search Limitations
- 8 - Vector Semantic Search Success
- 9 - Why you need persistence and what's next
