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Debanjum Singh Solanky e22e0b41e3 Wrap asymmetric search model into SearchModels. Test notes search end-to-end 
- Wrap asymmetric search model parameters into AsymmetricSearchModel class
- Create wrapper for all search type models. Put notes search model into it
- Test notes search end-to-end from client API layer to results.
  Use model build on test data
2021-09-29 20:47:35 -07:00
src Wrap asymmetric search model into SearchModels. Test notes search end-to-end 2021-09-29 20:47:35 -07:00
.gitignore Add Readme, License. Update .gitignore 2021-08-15 22:52:37 -07:00
environment.yml Enable Semantic Search on Images 2021-08-22 21:42:37 -07:00
LICENSE Add Readme, License. Update .gitignore 2021-08-15 22:52:37 -07:00
README.org Update Readme. Acknowledger PyExifTool and Minor Fixes 2021-09-16 12:39:42 -07:00
sample_config.yml Make Using XMP Metadata to Enhance Image Search Optional, Configurable 2021-09-16 12:01:05 -07:00

README.org

Semantic Search

Allow natural language search on user content like notes, images, transactions using transformer based models

All data is processed locally. User can interface with semantic-search app via Emacs, API or Commandline

Dependencies

Install 

git clone https://github.com/debanjum/semantic-search && cd semantic-search
conda env create -f environment.yml
conda activate semantic-search

Run

Load ML model, generate embeddings and expose API to query specified org-mode files

python3 src/main.py -c=sample_config.yml -vv

Use

Upgrade 

  cd semantic-search
  git pull origin master
  conda env update -f environment.yml
  conda activate semantic-search

Acknowledgments