Bertsearch Alternatives
-
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
-
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
-
Scout
Get performance insights in less than 4 minutes. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
-
spokestack-python
Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.
-
kiri
Kiri is a Python library that makes using state-of-the-art AI easy, accessible and scalable.
-
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
-
haystack
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more! (by deepset-ai)
-
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Posts
-
The Weakness of Full Text Searching (2008) [pdf]
There are a few things in this space that might be interesting:
- https://github.com/Hironsan/bertsearch
- https://github.com/hanxiao/bert-as-service
There was another I can't find right now that looked more polished/professional. But, in short, no it's pretty easy to setup. Just need a machine with a pretty big disk and be ok with an index latency. If you're using elastic search then you're already there on both accounts!
Stats
Hironsan/bertsearch is an open source project licensed under MIT License which is an OSI approved license.