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khoj/tests/data/org/main_readme.org
Debanjum Singh Solanky d292bdcc11 Do not version API. Premature given current state of the codebase
- Reason
  - All clients that currently consume the API are part of Khoj
  - Any breaking API changes will be fixed in clients immediately
  - So decoupling client from API is not required
  - This removes the burden of maintaining muliple versions of the API
2022-10-08 16:32:46 +03:00

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Org Mode

* Khoj
/Allow natural language search on user content like notes, images using transformer based models/
All data is processed locally. User can interface with khoj app via [[./interface/emacs/khoj.el][Emacs]], API or Commandline
** Dependencies
- Python3
- [[https://docs.conda.io/en/latest/miniconda.html#latest-miniconda-installer-links][Miniconda]]
** Install
#+begin_src shell
git clone https://github.com/debanjum/khoj && cd khoj
conda env create -f environment.yml
conda activate khoj
#+end_src
** Run
Load ML model, generate embeddings and expose API to query specified org-mode files
#+begin_src shell
python3 main.py --input-files ~/Notes/Schedule.org ~/Notes/Incoming.org --verbose
#+end_src
** Use
- *Khoj via Emacs*
- [[https://github.com/debanjum/khoj/tree/master/interface/emacs#installation][Install]] [[./interface/emacs/khoj.el][khoj.el]]
- Run ~M-x khoj <user-query>~ or Call ~C-c C-s~
- *Khoj via API*
- Query: ~GET~ [[http://localhost:8000/api/search?q=%22what%20is%20the%20meaning%20of%20life%22][http://localhost:8000/api/search?q="What is the meaning of life"]]
- Update Index: ~GET~ [[http://localhost:8000/api/update][http://localhost:8000/api/update]]
- [[http://localhost:8000/docs][Khoj API Docs]]
- *Call Khoj via Python Script Directly*
#+begin_src shell
python3 search_types/asymmetric.py \
--compressed-jsonl .notes.jsonl.gz \
--embeddings .notes_embeddings.pt \
--results-count 5 \
--verbose \
--interactive
#+end_src
** Acknowledgments
- [[https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1][MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
- [[https://github.com/openai/CLIP][OpenAI CLIP Model]] for Image Search. See [[https://www.sbert.net/examples/applications/image-search/README.html][SBert Documentation]]
- Charles Cave for [[http://members.optusnet.com.au/~charles57/GTD/orgnode.html][OrgNode Parser]]