Debanjum Singh Solanky
636b6195cc
Add Readme, License. Update .gitignore
2021-08-15 22:52:37 -07:00
Debanjum Singh Solanky
354c541b62
Add org processor to generate compressed jsonl from org-mode files
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The corpus embeddings are generated from this compressed JSONL
using the specified transformer ML model
2021-08-15 22:52:31 -07:00
Debanjum Singh Solanky
b74cb9a104
Move install.py to new utils dir as it's for cmdline ease of use only
2021-08-15 19:10:30 -07:00
Debanjum Singh Solanky
ec92f3e146
Move different search types into search_types directory
2021-08-15 19:09:50 -07:00
Debanjum Singh Solanky
4d681c86ec
Update requirements.txt for users wanting to use pip install
2021-08-15 18:45:37 -07:00
Debanjum Singh Solanky
d75df54385
Create API interface for Semantic Search
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Use FastAPI, Uvicorn to create app with API endpoint at /search
Example Query: http://localhost:8000/?q= "why sleep?"&t="notes'&n=5
2021-08-15 18:11:48 -07:00
Debanjum Singh Solanky
e3088c8cf8
Create environment.yml to install prerequisites for app via conda
2021-08-15 17:48:38 -07:00
Debanjum Singh Solanky
660e6c3937
Add explicit filters to asymmetric search
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User can filter results to ones which include, exclude specified words
To show entries which include, exclude specific words, user should prepend
a '+', '-' before the word. E.g "+hello -bye"
2021-08-15 17:48:38 -07:00
Debanjum Singh Solanky
91a2c598fe
Resolve paths to absolute paths once. Use pathlib glob directly
2021-08-09 00:39:33 -07:00
Debanjum Singh Solanky
ca0a22f4dd
Search for images similar to query image provided by the user
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Example user passes path to an image in query. e.g ~/Pictures/photo.jpg
The script should return images in images_embedding most similar to
the query image
2021-08-09 00:21:02 -07:00
Debanjum Singh Solanky
00d0065c5b
Allow user to search images via text queries
2021-08-08 23:02:30 -07:00
Debanjum Singh Solanky
181cab89d2
Ignore Title Notes i.e notes with just headings from compute
2021-08-04 21:30:09 -07:00
Debanjum Singh Solanky
d6d7b9d6a8
Make installed script executable. Minor clean-up of duplicate code
2021-08-04 18:29:20 -07:00
Debanjum Singh Solanky
2eb029a7b0
Create script to install semantic-search as a program
2021-08-02 00:29:09 -07:00
Debanjum Singh Solanky
13d5100ce6
Rename script similarity to symmetric
2021-07-31 20:37:07 -07:00
Debanjum Singh Solanky
ad7e90bec3
Modularize script, provide cmdline control, improve results rendering
2021-07-31 17:13:39 -07:00
Debanjum Singh Solanky
eb03f57917
Save, Load Embeddings to/from file to speed up script load time
2021-07-31 10:13:41 -07:00
Debanjum Singh Solanky
0914f284bb
Re-rank using cross encoder to get even more relevant results
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The cross encoder re-ranked results are much better for more distant queries.
It does take more time with the cross-encoder re-ranking but it seems
worth it to get more relevant results
2021-07-31 03:10:44 -07:00
Debanjum Singh Solanky
9864a2b551
Retrieve most relevant entries for a query using MSMarco based bi-encoder
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Returns best 3 results ranked by MSMarco based biencoder score of
query match to entries from org-mode notes
2021-07-31 00:20:37 -07:00
debanjum
0ef5495701
Use Sentence Transformers to Encode, Query Schedule.org Headings
2021-04-04 04:53:03 -07:00
