lit
obsidian-ava
lit | obsidian-ava | |
---|---|---|
3 | 15 | |
3,409 | 646 | |
1.3% | 0.8% | |
9.3 | 3.2 | |
14 days ago | about 1 month ago | |
TypeScript | TypeScript | |
Apache License 2.0 | MIT License |
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.
lit
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How to create a broad/representative sample from millions of records?
I'd also suggest looking at your data sample, and how your model handles it, with some kind of exploratory analysis tool. Google's Language Interpretability Tool might work for your scenario. This can give you a lot of ideas about how to prepare the data better.
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AWS - NLP newsletter November 2021
Visualize and understand NLP models with the Language Interpretability Tool The Language Interpretability Tool (LIT) is for researchers and practitioners looking to understand NLP model behavior through a visual, interactive, and extensible tool. Use LIT to ask and answer questions like: What kind of examples does my model perform poorly on? Why did my model make this prediction? Can it attribute it to adversarial behavior, or undesirable priors from the training set? Does my model behave consistently if I change things like textual style, verb tense, or pronoun gender? LIT contains many built-in capabilities but is also customizable, with the ability to add custom interpretability techniques, metrics calculations, counterfactual generators, visualizations, and more.
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Are there any tools for seeing / understanding what a fine-tuned BERT model is looking at for a downstream task?
Use LIT https://github.com/PAIR-code/lit
obsidian-ava
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Using OpenAI to Increase Time Spent on Your Blog
Today we’re going to learn how to build a recommendation system for a social publishing platform like Medium. I wanted to share what I learned building the popular Obsidian plugin AVA that recommends your notes.
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GPT-4: A Copilot for the Mind
I just search Obsidian plugins and there are 3 that might work for you:
- https://github.com/louis030195/obsidian-ava
- https://github.com/brianpetro/obsidian-smart-connections
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KillerApp - ChatGPT+Obsidian
You can try https://app.anotherai.co which does exactly this
- AI implementation into obsidian
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Obsidian Ava - ChatGPT-powered - Ask questions to your vault
is this a paid service? the github repo is public but links to a paid service or plugin
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Show HN: Supabase for Embeddings
Hi foks Louis & Ben here.
We just wanted to share Embedbase. Embedbase is an open-source api to easily create, store, and rerieve embeddings.
It started out as an internal api for an Obsidian plugin we developed called [AVA](https://github.com/louis030195/obsidian-ava). We use it in AVA to find similar notes ([see small demo](https://user-images.githubusercontent.com/25003283/213157399...)), but you can potentially use it to do anything that openai embeddings can do.
Right now it's really quite barebones and basically just abstracts the openai embeddings api & pinecone, but we're planning on making it easy to work with whatever database or auth mechanism.
You can have a look at the github repo here:
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Autotagging AI?
This plugin might do the trick: https://github.com/louis030195/obsidian-ava. I don`t use it myself, but there is a "Suggest Tags" command.
- Show HN: Quickly format your notes with ChatGPT in Obsidian
- Show HN: An AI Assistant for Obsidian
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New Plugin: Translate
Obsidian AVA (summarization, write & rewrite)
What are some alternatives?
scattertext - Beautiful visualizations of how language differs among document types.
obsidian-textgenerator-plugin - Text generator is a handy plugin for Obsidian that helps you generate text content using GPT-3 (OpenAI).
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
obsidian-smart-connections - Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3
amazon-sagemaker-examples - Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
khoj - Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
chatgpt-md - A (nearly) seamless integration of ChatGPT into Obsidian.
summarize-with-gpt3-obsidian - Summarize text with GPT-3 in Obsidian (progressive summarization)
embedbase - A dead-simple API to build LLM-powered apps
LibreTranslate - Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
obsidian-gpt3-notes - An Obsidian plugin to generate notes based on GP3 output.
Obsidian-AI - ChatGPT powered assistant for Obsidian "inspired by" Notion AI