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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
This style of embeddings could be quite lightweight/cheap/efficient https://github.com/cohere-ai/BinaryVectorDB
Could you sidestep inference altogether? Just return the top N results by cosine similarity (or full text search) and let the user find what they need?
https://ollama.com models also works really well on most modern hardware
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