README.md

metadata

license: mit
tags:
  - transformers.js
  - transformers
  - semanticsearch
  - SemanticFinder

Frontend-only live semantic search with transformers.js

• App: SemanticFinder

• GitHub: do-me/SemanticFinder

This is the HF data repo for indexed texts, ready-to-import in SemanticFinder. The files contain the original text, text chunks and their embeddings.

Catalogue

filesize	textTitle	textAuthor	textYear	textLanguage	URL	modelName	quantized	splitParam	splitType	characters	chunks	exportDecimals	lines	textNotes	textSourceURL	filename
4.78	Das Kapital	Karl Marx	1867	de	https://do-me.github.io/SemanticFinder/?hf=Das_Kapital_64b55b6a	Xenova/multilingual-e5-small	True	80	Words	2003807	3164	5	28673		https://ia601605.us.archive.org/13/items/KarlMarxDasKapitalpdf/KAPITAL1.pdf	Das_Kapital_64b55b6a.json.gz
2.58	Divina Commedia	Dante	1321	it	https://do-me.github.io/SemanticFinder/?hf=Divina_Commedia_d5de4a96	Xenova/multilingual-e5-base	True	50	Words	383782	1179	5	6225		http://www.letteratura-italiana.com/pdf/divina%20commedia/08%20Inferno%20in%20versione%20italiana.pdf	Divina_Commedia_d5de4a96.json.gz
0.06	Hansel and Gretel	Brothers Grimm	1812	en	https://do-me.github.io/SemanticFinder/?hf=Hansel_and_Gretel_401ece8a	TaylorAI/gte-tiny	True	100	Chars	5304	55	5	9		https://www.grimmstories.com/en/grimm_fairy-tales/hansel_and_gretel	Hansel_and_Gretel_401ece8a.json.gz
1.74	IPCC Report 2023	IPCC	2023	en	https://do-me.github.io/SemanticFinder/?hf=IPCC_Report_2023_5b129f31	Supabase/bge-small-en	True	200	Chars	307811	1566	5	3230	state of knowledge of climate change	https://report.ipcc.ch/ar6syr/pdf/IPCC_AR6_SYR_LongerReport.pdf	IPCC_Report_2023_5b129f31.json.gz
11.45	King James Bible		None	en	https://do-me.github.io/SemanticFinder/?hf=King_James_Bible_07a376a9	TaylorAI/gte-tiny	True	200	Chars	4556163	23056	2	80496		https://www.holybooks.com/wp-content/uploads/2010/05/The-Holy-Bible-King-James-Version.pdf	King_James_Bible_07a376a9.json.gz
25.56	King James Bible		None	en	https://do-me.github.io/SemanticFinder/?hf=King_James_Bible_f8c80398	TaylorAI/gte-tiny	True	200	Chars	4556163	23056	5	80496		https://www.holybooks.com/wp-content/uploads/2010/05/The-Holy-Bible-King-James-Version.pdf	King_James_Bible_f8c80398.json.gz
12.19	Les Misérables	Victor Hugo	1862	fr	https://do-me.github.io/SemanticFinder/?hf=Les_Misérables_01858d98	Xenova/multilingual-e5-base	True	100	Words	3236941	4867	5	74491	All five acts included	https://beq.ebooksgratuits.com/vents/Hugo-miserables-1.pdf	Les_Misérables_01858d98.json.gz
0.46	REGULATION (EU) 2023/138	European Commission	2022	en	https://do-me.github.io/SemanticFinder/?hf=REGULATION_(EU)_2023_138_907084e2	Supabase/bge-small-en	True	25	Words	76809	424	5	1323		https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32023R0138&qid=1704492501351	REGULATION_(EU)_2023_138_907084e2.json.gz
0.04	Universal Declaration of Human Rights	United Nations	1948	en	https://do-me.github.io/SemanticFinder/?hf=Universal_Declaration_of_Human_Rights_3e5bc98e	TaylorAI/gte-tiny	True	None	Regex	8623	32	5	109	30 articles	https://www.un.org/en/about-us/universal-declaration-of-human-rights	Universal_Declaration_of_Human_Rights_3e5bc98e.json.gz
0.09	Universal Declaration of Human Rights	United Nations	1948	en	https://do-me.github.io/SemanticFinder/?hf=Universal_Declaration_of_Human_Rights_603100c2	WhereIsAI/UAE-Large-V1	True	None	Regex	8623	32	5	109	30 articles	https://www.un.org/en/about-us/universal-declaration-of-human-rights	Universal_Declaration_of_Human_Rights_603100c2.json.gz

Example

Once loaded in SemanticFinder it takes less than 3 seconds to search through the whole bible! Try it out.

1. Copy the URL, e.g. https://huggingface.co/datasets/do-me/SemanticFinder/resolve/main/king-james-bible_gte-tiny_q_200-chars_2-dec.json.gz to the "Import URL" field and load it. Depending on your connection this might be instant or take a couple of seconds.
2. Once loaded, simply enter something you want to search for and hit "Find". The result appear instantly.

Create SemanticFinder files

1. Just use SemanticFinder as usual and run at least one search so that the index is created. This might take a while if your input is large. E.g. indexing the bible with 200 chars results in ~23k embeddings and takes 15-30 mins with a quantized gte-tiny model.
2. Export the index file. Note that you have the freedom to reduce decimals to reduce file size; usually 5 is more than enough.
3. Create a PR here if you want to see it added in the official collection!