Run EmbeddingGemma 2 on a CPU-only VPS
Ollama 0.40 cannot run EmbeddingGemma 2 on a Linux CPU yet. Here is the sentence-transformers setup that does, with task prefixes and 256d vectors in pgvector.
#embeddings
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Build a RAG pipeline on your own VPS
Chunk, embed, store and retrieve on one VPS. A pgvector schema, HNSW sizing, a local embedding model, and the SQL that proves retrieval works.