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https://github.com/neuml/txtai https://github.com/neuml/txtai txtai can build vector indexes with Faiss/HNSW/Annoy and supports running SQL statements against

by txtai 4y ago

https://github.com/neuml/txtai https://github.com/neuml/txtai txtai can build vector indexes with Faiss/HNSW/Annoy and supports running SQL statements against them. External vector databases can also be plugged in.

metadat 4y ago
Is there documentation for how to build / train the txtai models from scratch? I looked but didn't yet find it. p.s. it might be self evident to some, but Python is missing from the list of supported languages: API bindings for JavaScript, Java, Rust and Go Presumably Python has "native" support :) p.p.s this looks awesome, submitted: https://news.ycombinator.com/item?id=32918254 https://news.ycombinator.com/item?id=32918254
- txtai 4y ago
  Thank you for the kinds words! Best documentation on training models is the trainer pipeline - https://neuml.github.io/txtai/pipeline/train/trainer https://neuml.github.io/txtai/pipeline/train/trainer. There are a lot of great pretrained models available: https://huggingface.co/models?pipeline_tag=sentence-similarity&sort=downloads https://huggingface.co/models?pipeline_tag=sentence-similari... Funny on Python, never thought of how that section read, definitely a good clarification to make.