# Summarize with AI **URL:** https://discourse.joplinapp.org/c/gsoc-projects/summarize-ai/35.md [Latest](https://discourse.joplinapp.org/latest.md) · [Categories](https://discourse.joplinapp.org/categories.md) · [Tags](https://discourse.joplinapp.org/tags.md) --- ## [Overview of Unsupervised Methods for Extractive Summarization](https://discourse.joplinapp.org/t/overview-of-unsupervised-methods-for-extractive-summarization/38529)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [10 June 2024 19:45 UTC](https://discourse.joplinapp.org/t/overview-of-unsupervised-methods-for-extractive-summarization/38529 "2024-06-10T19:45:58Z")
I. Introduction In short, extractive summarization selects sentences from the source text to construct a summary. Challenges The challenge lies in understanding sentence context information and identifying relationships… --- ## [About the Summarize with AI category 🤖](https://discourse.joplinapp.org/t/about-the-summarize-with-ai-category/37955)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [4 May 2024 16:58 UTC](https://discourse.joplinapp.org/t/about-the-summarize-with-ai-category/37955 "2024-05-04T16:58:26Z")
:robot: Joplin AI - Summarisation GitHub repository: GitHub - joplin/plugin-ai-summarisation: 🤖 Joplin AI - Summarisation: The project aims to create note summaries to help users synthesize main ideas and arguments to id… --- ## [🤖 Summarise your notes and notebooks! - Released a New Version! (v.0.2.3) 🚀](https://discourse.joplinapp.org/t/summarise-your-notes-and-notebooks-released-a-new-version-v-0-2-3/39825)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 5\ **Last updated:** [11 September 2024 08:20 UTC](https://discourse.joplinapp.org/t/summarise-your-notes-and-notebooks-released-a-new-version-v-0-2-3/39825 "2024-09-11T08:20:36Z")
:rocket::rocket: New Version of the Plugin: Summarise your notes and notebooks (v.0.2.3)!! :rocket::rocket: I am happy to announce that I have released the second version of the plugin! Please go check it out! Plugin in… --- ## [Weekly Update 12: Running Language Models, Improving UI/UX and Released (v.0.1.1) 🚀](https://discourse.joplinapp.org/t/weekly-update-12-running-language-models-improving-ui-ux-and-released-v-0-1-1/39713)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [20 August 2024 00:31 UTC](https://discourse.joplinapp.org/t/weekly-update-12-running-language-models-improving-ui-ux-and-released-v-0-1-1/39713 "2024-08-20T00:31:04Z")
1. Progress I have released a new version (v.0.1.1) of the plugin :rocket: It can be seen in npm, but it hasn't been updated in Joplin's Plugin Repository. Once it is there, I will create a topic about that. It has been… --- ## [Tech Spec: Generic Web Worker in Joplin](https://discourse.joplinapp.org/t/tech-spec-generic-web-worker-in-joplin/39490)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 6\ **Last updated:** [13 August 2024 19:11 UTC](https://discourse.joplinapp.org/t/tech-spec-generic-web-worker-in-joplin/39490 "2024-08-13T19:11:20Z")
Generic Web Worker in Joplin 1. Overview Web worker allows concurrent processing in Javascript by running in different threads. The advantage of using web workers is that we can process heavy computations in the backgrou… --- ## [Weekly Update 10-11: Generic Web Worker, Transformers.js again and UI/UX improvements](https://discourse.joplinapp.org/t/weekly-update-10-11-generic-web-worker-transformers-js-again-and-ui-ux-improvements/39615)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [13 August 2024 00:22 UTC](https://discourse.joplinapp.org/t/weekly-update-10-11-generic-web-worker-transformers-js-again-and-ui-ux-improvements/39615 "2024-08-13T00:22:57Z")
Progress Wrote a tech spec for Generic Web Worker: Tech Spec: Generic Web Worker in Joplin Clicking notes in the Joplin will display the corresponding Note Details page in the Panel All algorithms now output summaries w… --- ## [🤖 AI Summarization Plugin - Pre-Released First Version (v.0.1) 🚀](https://discourse.joplinapp.org/t/ai-summarization-plugin-pre-released-first-version-v-0-1/39330)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 12\ **Last updated:** [5 August 2024 23:05 UTC](https://discourse.joplinapp.org/t/ai-summarization-plugin-pre-released-first-version-v-0-1/39330 "2024-08-05T23:05:55Z")
:rocket::rocket: New plugin: Summarise your notes and notebooks! :rocket::rocket: I am happy to announce that I have released the first version of the plugin! Please go check it out! Plugin in Joplin's Website: Joplin P… --- ## [Weekly Update 9: Released AI Summarization Plugin and Learning about Tech Specs](https://discourse.joplinapp.org/t/weekly-update-9-released-ai-summarization-plugin-and-learning-about-tech-specs/39378)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [29 July 2024 23:35 UTC](https://discourse.joplinapp.org/t/weekly-update-9-released-ai-summarization-plugin-and-learning-about-tech-specs/39378 "2024-07-29T23:35:39Z")
Progress Release AI summarization plugin!!!: 🤖 AI Summarization Plugin - Pre-Released First Version (v.0.1) 🚀 Refining UI/UX before the release Tried to use word2vec, bumped into some problems Finding out how ORC/Tesser… --- ## [Weekly Update 8: Rich Text Editor in a Panel and Crafting Summaries](https://discourse.joplinapp.org/t/weekly-update-8-rich-text-editor-in-a-panel-and-crafting-summaries/39273)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [22 July 2024 21:35 UTC](https://discourse.joplinapp.org/t/weekly-update-8-rich-text-editor-in-a-panel-and-crafting-summaries/39273 "2024-07-22T21:35:34Z")
1. Progress Crafting summaries in the panel users can craft their summaries in the panel by adjusting the length and choosing the algorithm. KMeans Clustering can be performed multiple times, each time outputting differ… --- ## [Help Shape our AI Summaries: Participate in Survey #1](https://discourse.joplinapp.org/t/help-shape-our-ai-summaries-participate-in-survey-1/39128)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 9\ **Last updated:** [19 July 2024 10:31 UTC](https://discourse.joplinapp.org/t/help-shape-our-ai-summaries-participate-in-survey-1/39128 "2024-07-19T10:31:56Z")
Survey #1: Select the Best Summary and Impact Our Research Hi everyone! I would like to invite you to a survey. You will be given a piece of original text and 4 options to choose the best summary. You can only choose one… --- ## [Weekly Update 7: Posted a Survey and Added plugin panel with displaying notebook tree](https://discourse.joplinapp.org/t/weekly-update-7-posted-a-survey-and-added-plugin-panel-with-displaying-notebook-tree/39170)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [15 July 2024 22:58 UTC](https://discourse.joplinapp.org/t/weekly-update-7-posted-a-survey-and-added-plugin-panel-with-displaying-notebook-tree/39170 "2024-07-15T22:58:11Z")
Progress added: Help Shape our AI Summaries: Participate in Survey #1 If you have time please have a look at the survey I created!! For me, it's about to know which algorithm produces the best summaries!! I made some … --- ## [Weekly Update 4-5: KMeans Clustering, Evaluation Research / Survey and Express.js in a plugin](https://discourse.joplinapp.org/t/weekly-update-4-5-kmeans-clustering-evaluation-research-survey-and-express-js-in-a-plugin/38817)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 17\ **Last updated:** [15 July 2024 14:03 UTC](https://discourse.joplinapp.org/t/weekly-update-4-5-kmeans-clustering-evaluation-research-survey-and-express-js-in-a-plugin/38817 "2024-07-15T14:03:11Z")
1. Progress Implemented KMeans Clustering: sometimes the algorithm performs very well and sometimes not -\> how well it converges to a threshold value (currently 0.0001 with 1000 iterations) we need to do hyperparamete… --- ## [Weekly Update 6: User-centric summarization feature -\> Letting users control summaries](https://discourse.joplinapp.org/t/weekly-update-6-user-centric-summarization-feature-letting-users-control-summaries/39020)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 2\ **Last updated:** [8 July 2024 18:25 UTC](https://discourse.joplinapp.org/t/weekly-update-6-user-centric-summarization-feature-letting-users-control-summaries/39020 "2024-07-08T18:25:05Z")
1. Progress UI/UX In week 6, I have decided to fully focus on the UI/UX aspect of the AI summarisation feature. If you have any feedback or inputs, feel free to share!! 1.2 Created note summarization dialog When users… --- ## [Weekly Update 3: LexRank, LSA and Pyodide with micropip](https://discourse.joplinapp.org/t/weekly-update-3-lexrank-lsa-and-pyodide-with-micropip/38681)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [19 June 2024 22:49 UTC](https://discourse.joplinapp.org/t/weekly-update-3-lexrank-lsa-and-pyodide-with-micropip/38681 "2024-06-19T22:49:23Z")
Progress Understanding vectorization: in simple terms, it is a way to convert sentences into vector forms so that we can perform various algorithms. For example, in LSA, we create sentence vectors to form a matrix and … --- ## [Weekly Update 2: Summarizing notebooks and WebLLM](https://discourse.joplinapp.org/t/weekly-update-2-summarizing-notebooks-and-webllm/38533)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [11 June 2024 11:07 UTC](https://discourse.joplinapp.org/t/weekly-update-2-summarizing-notebooks-and-webllm/38533 "2024-06-11T11:07:01Z")
Progress implementing "summarising notebooks" feature tested with these scenarios (right-clicked notebook is the root of the tree): summarizing the whole notebook -\> all subtrees are summarized summarizing the child n… --- ## [Weekly Update 1: Co-reference resolution and word2vec approach to improve extractive summarization](https://discourse.joplinapp.org/t/weekly-update-1-co-reference-resolution-and-word2vec-approach-to-improve-extractive-summarization/38448)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [4 June 2024 18:59 UTC](https://discourse.joplinapp.org/t/weekly-update-1-co-reference-resolution-and-word2vec-approach-to-improve-extractive-summarization/38448 "2024-06-04T18:59:46Z")
Progress implementing "summarising multiple notes simultaneously" feature users can now summarize multiple highlighted texts in notes understanding co-reference resolution: matching nouns to pronouns in next sentences m… --- ## [Bonding Period Update - Week 3](https://discourse.joplinapp.org/t/bonding-period-update-week-3/38299)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 0\ **Last updated:** [27 May 2024 00:08 UTC](https://discourse.joplinapp.org/t/bonding-period-update-week-3/38299 "2024-05-27T00:08:38Z")
Progress new plugin set up: GitHub - joplin/plugin-ai-summarisation: 🤖 Joplin AI - Summarisation: The project aims to create note summaries to help users synthesize main ideas and arguments to identify salient points. T… --- ## [Bonding Period Update - Week 1-2](https://discourse.joplinapp.org/t/bonding-period-update-week-1-2/38175)
**Author:** [@HahaBill](https://discourse.joplinapp.org/u/HahaBill)\ **Replies:** 5\ **Last updated:** [21 May 2024 20:44 UTC](https://discourse.joplinapp.org/t/bonding-period-update-week-1-2/38175 "2024-05-21T20:44:41Z")
Progress Attending the "Contributor Summit" (Tuesday, May 7 1500-1730 UTC) Introductory meeting with all the mentors Meeting with Daeraxa Finished 2 plugin tutorials on Joplin's documentation website Setting up the dev …