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The vector-sets module is a part of Redis Core and is available by default, just like any other data type in Redis. As a result, when building Redis from the source, the vector-sets module is also compiled as part of the Redis binary and loaded at server start-up. This new data type added as a preview currently doesn't support all the capabilities in Redis like: 32-bit OS C99 Short-read that might end with memory leak AOF rewirte defrag
This tool is similar to redis-cli (but very basic) but allows to specify arguments that are expanded as vectors by calling ollama to get the embedding.
Whatever is passed as !"foo bar" gets expanded into VALUES ... embedding ...
You must have ollama running with the mxbai-emb-large model already installed for this to work.
Example:
redis> KEYS *
1) food_items
2) glove_embeddings_bin
3) many_movies_mxbai-embed-large_BIN
4) many_movies_mxbai-embed-large_NOQUANT
5) word_embeddings
6) word_embeddings_bin
7) glove_embeddings_fp32
redis> VSIM food_items !"drinks with fruit"
1) (Fruit)Juices,Lemonade,100ml,50 cal,210 kJ
2) (Fruit)Juices,Limeade,100ml,128 cal,538 kJ
3) CannedFruit,Canned Fruit Cocktail,100g,81 cal,340 kJ
4) (Fruit)Juices,Energy-Drink,100ml,87 cal,365 kJ
5) Fruits,Lime,100g,30 cal,126 kJ
6) (Fruit)Juices,Coconut Water,100ml,19 cal,80 kJ
7) Fruits,Lemon,100g,29 cal,122 kJ
8) (Fruit)Juices,Clamato,100ml,60 cal,252 kJ
9) Fruits,Fruit salad,100g,50 cal,210 kJ
10) (Fruit)Juices,Capri-Sun,100ml,41 cal,172 kJ
redis> vsim food_items !"barilla"
1) Pasta&Noodles,Spirelli,100g,367 cal,1541 kJ
2) Pasta&Noodles,Farfalle,100g,358 cal,1504 kJ
3) Pasta&Noodles,Capellini,100g,353 cal,1483 kJ
4) Pasta&Noodles,Spaetzle,100g,368 cal,1546 kJ
5) Pasta&Noodles,Cappelletti,100g,164 cal,689 kJ
6) Pasta&Noodles,Penne,100g,351 cal,1474 kJ
7) Pasta&Noodles,Shells,100g,353 cal,1483 kJ
8) Pasta&Noodles,Linguine,100g,357 cal,1499 kJ
9) Pasta&Noodles,Rotini,100g,353 cal,1483 kJ
10) Pasta&Noodles,Rigatoni,100g,353 cal,1483 kJ