evadb
org-noter
evadb | org-noter | |
---|---|---|
27 | 28 | |
2,578 | 1,049 | |
0.9% | - | |
9.5 | 0.0 | |
17 days ago | 3 months ago | |
Python | Emacs Lisp | |
Apache License 2.0 | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
evadb
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Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community
Hey friends!
We have built an app for getting insights about your favorite GitHub community using large language models.
The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.
This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.
Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!
We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.
We’ve been working on this app for a month now and are excited to open source it today :)
Some useful links:
* Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...
* GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/
* EvaDB - https://github.com/georgia-tech-db/evadb
Please let us know what you think!
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Language Model UXes in 2027
The discord link seems to be not working. Just a heads up.
The YOLO example on your Github page is super interesting. We are finding it easier to get LLMs to write functions with a more constrained function interface in EvaDB. Here is an example of an YOLO function in EvaDB: https://github.com/georgia-tech-db/evadb/blob/staging/evadb/....
Once the function is loaded, it can be used in queries in this way:
SELECT id, Yolo(data)
- EvaDB: Bring AI to your Database System
- Show HN: I wrote a RDBMS (SQLite clone) from scratch in pure Python
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Gorilla: Large Language Model Connected with APIs
Neat idea, @shishirpatil! We are developing EvaDB [1] for shipping simpler, faster, and cost-effective AI apps. Can you share your thoughts on transforming the output of the Gorilla LLM to functions in EvaDB apps -- like this function that uses the HuggingFace API -- https://evadb.readthedocs.io/en/stable/source/tutorials/07-o...?
[1] https://github.com/georgia-tech-db/eva
- PrivateGPT in SQL
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Eva AI-Relational Database System
Thanks for checking! Currently, we have a Docker image for deploying EVA [1]. We plan to release a Terraform config soon that will make it easier to deploy EVA DB on an AWS/Azure server with GPUs.
[1] https://github.com/georgia-tech-db/eva/tree/master/docker
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This week's top indie A.I projects, launches and resources
EVA AI-Relational Database System; build simpler and faster AI-powered apps
- Show HN: EVA – AI-Relational Database System
org-noter
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Annotating pdfs and keeping track of your notes - app recommendations request
I use org-noter: Emacs document annotator, using Org-mode.
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Emacs for literature
Well, for me personally, I get a lot out of org-noter. I like to write in org-mode but frequently find my editing skills are improved by exporting it to a more "readable" format. I then like to use the specific-note function to click on the exported pdf/whatever to add highly localized notes for myself, which are collected in a bidirectionally-linked org file for later review.
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Integrate Zotero pdf notes with org roam
An alternative is to open PDFs, from Zotero or from anywhere else, with Emacs' pdf-tools (https://github.com/vedang/pdf-tools). If you annotate the pdf, those annotations are part of the pdf. And you can also use org-noter (https://github.com/weirdNox/org-noter) and org-noter-pdftools (https://github.com/fuxialexander/org-pdftools; but see https://github.com/fuxialexander/org-pdftools/issues/93#issuecomment-1493314118 if you use the new org-noter from https://github.com/org-noter/org-noter).
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Does anyone use ORG-NOTER with EPUB files and the NOV package?
I created a new user, did a fresh git clone https://github.com/weirdNox/org-noter.gi and used use-package to install nov.el.
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Org-noter is under new maintainership with the first MELPA update since 2019
See the original repo, which links to a video demonstration.
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Note taking app for Linux where I can add PDFs and write notes alongside them
There are some Emacs org-mode plugins (for example org-noter) that do exactly this. But this is just me pointing this out as something as exists, and not really a recommendation - Emacs is really intense to get into with a Steep learning curve.
- Reflections on a Year of Anki, Knowledge Management, Emacs and More
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Is there a way to do digital handwritings in emacs?
Nothing special. Assuming you have org-noter installed, create your org-roam node. Then create a headline. Run M-x org-noter (or whatever shortcut you have bound this to) on the headline. Emacs will prompt you to fill in your /path/to/pdf. It creates a property to save the file and page location.
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Is org-noter dead and what are its alternatives ?
Moreover, no changes have been made for about 3 years in its github repo..
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pdf tool that will take my highlighted text and automaticall turn it into a list of moveable bullet points
I use org-noter for emacs to do something similar to what you are wanting. But emacs isn’t for the faint hearted so probably not the best choice.
What are some alternatives?
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
org-pdftools - A custom org link type for pdf-tools
emdash - 📚🧙♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read
xournalpp - Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input from devices such as Wacom Tablets.
jsonformer - A Bulletproof Way to Generate Structured JSON from Language Models
excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
MindsDB - The platform for customizing AI from enterprise data
pdf-tools - Emacs support library for PDF files.
gpt-json - Structured and typehinted GPT responses in Python
zotxt-emacs
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
helm-bibtex - Search and manage bibliographies in Emacs