![Alice Heiman](/img/default-banner.jpg)
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Alice Heiman
United States
เข้าร่วมเมื่อ 10 มี.ค. 2023
RAG+LangChain Health Chatbot in 100 Lines of Code
GitHub: github.com/aliceheiman/TH-cam/tree/main/nih-rag
Pip install command: pip install --upgrade --quiet langchain langchain-community langchainhub langchain-openai langchain-chroma bs4
References:
- Quickstart for Question Answering: python.langchain.com/v0.1/docs/use_cases/question_answering/quickstart/
- Use OpenAI Embeddings with Chroma: python.langchain.com/v0.2/docs/integrations/vectorstores/chroma/#use-openai-embeddings
- How to Use QA Sources: python.langchain.com/v0.2/docs/how_to/qa_sources/
- Chroma Telemetry Documentation: docs.trychroma.com/telemetry
Timestamps:
00:00 Intro
01:18 Project setup
02:19 Retrieve and chunk documents
04:03 Index, embed, and store documents
04:47 Run pipeline
05:10 Chatbot UI
08:13 Demo
08:43 Outro
Pip install command: pip install --upgrade --quiet langchain langchain-community langchainhub langchain-openai langchain-chroma bs4
References:
- Quickstart for Question Answering: python.langchain.com/v0.1/docs/use_cases/question_answering/quickstart/
- Use OpenAI Embeddings with Chroma: python.langchain.com/v0.2/docs/integrations/vectorstores/chroma/#use-openai-embeddings
- How to Use QA Sources: python.langchain.com/v0.2/docs/how_to/qa_sources/
- Chroma Telemetry Documentation: docs.trychroma.com/telemetry
Timestamps:
00:00 Intro
01:18 Project setup
02:19 Retrieve and chunk documents
04:03 Index, embed, and store documents
04:47 Run pipeline
05:10 Chatbot UI
08:13 Demo
08:43 Outro
มุมมอง: 187
วีดีโอ
🔥 3 Resources to Master AI in 4 Minutes
มุมมอง 6828 วันที่ผ่านมา
Kaggle: www.kaggle.com/ Hugging Face: www.kaggle.com/ Papers with Code: paperswithcode.com/ Demo Notebook Stable Diffusion: www.kaggle.com/code/alicexyz/hugging-face-stable-diffusion-example
PCA Explained from Scratch in Python (AI+Healthcare)
มุมมอง 71หลายเดือนก่อน
Kaggle Notebook: www.kaggle.com/code/alicexyz/ai-for-healthcare-pca/edit#🤖-Principal-Component-Analysis-Explained-from-Scratch-(AI-for-Healthcare)
Loss Functions Explained | Machine Learning
มุมมอง 1.1K3 หลายเดือนก่อน
This video explains what loss functions are used for in machine learning and some common loss functions for regression and classification. Enjoy!
Generate random quotes in Notion: Full Tutorial
มุมมอง 1.5K4 หลายเดือนก่อน
Learn to pick random inspirational quotes (or any Notion page of your choosing) directly in your Notion dashboards. Get inspired and keep creating!
Take ACTIVE RECALL NOTES using Notion and Anki
มุมมอง 2486 หลายเดือนก่อน
This video shows you how to create Notion active question-and-answering notes and then turn them into Anki cards. Enjoy! WHO AM I? Hi 👋 I'm Alice, a Stanford Student in Computer Science and Biocomputation. On this channel I share videos on coding, notion, and study techniques. Hope you find something useful! 🐬 Timestamps 00:00 Notion toggles 01:32 Export notes 01:57 Turn notes into Anki cards
Tic-Tac-Toe Box AI: Reinforcement Learning Explained | 2024 Science Ambassador Scholarship
มุมมอง 2.5K8 หลายเดือนก่อน
In this video, I explain the basics of reinforcement learning - a popular technique for training AI systems with applications in gaming, healthcare, and more! A lot of time, energy, and love went into making the mechanical computer and this video! See the complete build process at aliceheiman.xyz/menace.html References: docs.google.com/document/d/1yae4ZGJ4svgJNlmUL6N-BV1KhQnVGolWDRJscOSrK5Q/edi...
Interactive Histograms in Jupyter Notebook in 5 Minutes | Data Science
มุมมอง 2458 หลายเดือนก่อน
Interactive plots help you quickly explore and get more comfortable with your data. In this tutorial I show you how to create interactive histograms in just five minutes! You can find the notebook used in the tutorial here: www.kaggle.com/alicexyz/interactive-histograms-in-jupyter-notebook/ If you enjoyed this video, please consider subscribing for more videos like this in the future.
Math for AI: Computing the GRADIENT for LINEAR REGRESSION
มุมมอง 1108 หลายเดือนก่อน
Here I go through strep by step how to compute the gradient of linear regression!
📝 Notion CV Essentials Pack 📝
มุมมอง 393ปีที่แล้ว
The Notion CV Essentials Pack includes 5 CV Designs ( 3 color variations each) - ready to use! This video explains how you use the templates and export them into a PDF format. Get your bundle here: aliceheimanxyz.gumroad.com/l/cvessentials
Build a MODERN CV in NOTION
มุมมอง 4.2Kปีที่แล้ว
Hi! Let's build a Modern CV in Notion together! Get my Notion CV Essentials Bundle here: aliceheimanxyz.gumroad.com/l/cvessentials If you need any help - just post a comment!
The Perceptron Explained
มุมมอง 16Kปีที่แล้ว
To understand neural networks, you must first understand their building block: the perceptron. In this video, I go through its brief history, how it works, its limitations and why it is important for modern deep learning. For more content follow me at: Twitter: aliceheimanxyz Create yourself a great day! // Alice :)
Build an Atari Crazy Climber bot using Reinforcement Learning in 15 Minutes
มุมมอง 224ปีที่แล้ว
Want to get a practical introduction to Reinforcement Learning? This video will take you through how to build a deep learning agent to play Atari Crazy Climber. In this video you'll learn: 1. The key concepts of Reinforcement Learning 2. How to set up and train a model using OpenAI Gymnasium and Stable Baselines 3. Viewing Logs with Tensorboard Get the code for this tutorial: github.com/alicehe...
Creative Notion LaTex E-book Trailer
มุมมอง 296ปีที่แล้ว
I am very excited to share with you my e-book on Creative LaTeX! From beginner to advanced LaTeX, this e-book course will teach you how to create unique Notion designs and layouts using LaTeX. Grab your copy here: aliceheimanxyz.gumroad.com/l/creativelatex Follow me on: Twitter: aliceheimanxyz GitHub: github.com/aliceheiman #notion #latex #design
Quick Beautiful Headers in Notion using Callouts
มุมมอง 924ปีที่แล้ว
Hey! Quick video on how to make clean header sections for your Notion pages. Fill them with instructions, key information, and anything that you want to stand out!
Medieval Text for Incredible Fantasy Notion Pages
มุมมอง 103ปีที่แล้ว
Medieval Text for Incredible Fantasy Notion Pages
How to Generate Random Numbers in Notion!
มุมมอง 3.5Kปีที่แล้ว
How to Generate Random Numbers in Notion!
🌈 Roll the Dice Notion Template Explanation 🌈
มุมมอง 633ปีที่แล้ว
🌈 Roll the Dice Notion Template Explanation 🌈
Dungeons & Dragons Character Sheet Notion Template
มุมมอง 843ปีที่แล้ว
Dungeons & Dragons Character Sheet Notion Template
🎇 Beautiful Code Documentation in Notion 🎇
มุมมอง 5Kปีที่แล้ว
🎇 Beautiful Code Documentation in Notion 🎇
Create Piecharts Directly In Notion Using Mermaid
มุมมอง 4Kปีที่แล้ว
Create Piecharts Directly In Notion Using Mermaid
Hi, thank you for the really well explained tutorial. I was wondering is it possible to get a random number for more than one database. Say I have lots of databases with different quotes in each and I want to press a button to get one random one out of them all?
Very clever. Thank you!
Very useful !!! Thank you Alice 🙏
I love when demos are quick, straight to the point, and easy to understand. Thank you!!
I loved this. I stumbled over it by chance and was able to follow along nicely. Good job!
Useful, thanks :)
Excellent and Effective Explanation. Thank You!
genius thank you!
Эх, перевёл бы кто-нибудь на русский :(
it's very awesome. Thank you for this template
this is so cool
Splendid! Sadly notion doesn't see it as an actual Header therefore when scrolling down you won't see a "box/line" next to the scrolling line (can't find the actual word for it.).
Marvin Minsky enters the chatroom.
🤗🤗🤗🤗🤗🤗🤗🤗🤗🤗🤗 Hello Marvin 🤗🤗🤗🤗🤗🤗🤗🤗🤗🤗🤗🤗
Hi! Great tutorial. I wonder is there a way to easily add new quotes to this data base? Do I need to link this new quote in relation property to all af the pages generated before? I want to be able to add new quotes with a click of a button that opens a new page to just put the quote into but I don't know if this is possible
hey there! at 6:00 im not getting the yes under the 3rd formula you made (display)? all say no?
This looks amazing. Where can I get these formulas?
Can the graph be dynamically updated? Or do I need to manually input the values every time?
Lovely explanation.
Love it! This video made it all much clearer.
thx 4 the idea :), like.
Very well explained
❤❤❤
Really liked the video, but one question, For Categorical Cross-Entropy loss how does the Penalising wrong predictions work for CCE. Also how do we include rewarding right predictions to make it more controlled.
notion is giving me trouble with the top part formula saying prop is not defined. Any help is appreciated, tried googling and no luck yet.
Amazing explanation
Thanks for the video. Please, how do I randomly select two students to do a task from a pre-prepared list of students?
is there any way to make the chart bigger? when i try to put it in split columns it turns out really small. like maybe changing the height or width?
Great tutorial. Thank you!
omg u're genius, this is awsome, thks for sharing !!!
Very good explanation. Thankyou for sharing
1:50 How do I do that?
See this video for more explanation on random numbers: th-cam.com/video/L6ZMlc9PAc8/w-d-xo.html
Is there a way to make the gallery entry wider for when you have longer quotes (so the text doesn't stack vertically as often)? And is there a way to remove the "+ New" button on the right side of the gallery? Perhaps through a table view?
Hm I believe you can go up to the right and select wide layout for the entire page to get wider. Also I you lock the database the "+ New" button should go away! Hope it helps!
A lot of thanks for this beautiful and efficient template
Hi ! Thanks for your help, the formula and this very pedagogic explanation !
Thanks ❤
Hi, how do I use it for generating quotes?
I'll make a video about it!
My teacher is going to hate me after this because I'm gonna ace all his tests 😉
Hi this is great. Keep on doing the great work
Hey! Love your work. What program do you use to create the tutorial's screen recording?
Edit: I found out what software it was. For those who are wondering it's called "Screen Studio for macOS". Thank you for the helpful video by the way.
Wow, thanks for the easy and quick explanation
Thank you Alice, it's amazing what can we do with Mermaid. Greetings from Peru 🇵🇪
really appreciate you making this video :) keep it up
Hey! i love this tutorial format, is this all video editing ? or are you using a particular software to do the mouse animations and screen movement ?
Perfectly explained. Exactly what I needed
This is a really good video to get how a perceptron works fast and without diving deep into the math or programming behind it. Straight to the point, no unnecessary digressions, but also not too fast. TH-cam needs more content like this.
Love it! <3
Amazing 🎉 thanks for sharing Alice 👏
Great video! I hope you make a video for a quote generator.