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In this tutorial, I'll you'll learn how to build a semantic search service using OpenSearch, Cohere, and FastAPI. You'll create an app that lets users search through news articles to find the ones that are most relevant to their query.
https://dylancastillo.co/semantic-search-with-opensearch-cohere-and-fastapi/
In this tutorial, you'll learn how to use NGINX, and Gunicorn+Uvicorn to deploy a FastAPI app, and generate a free SSL certificate for it.
Bots are becoming increasingly common on Twitter. Learn what options you have to make one. Use AWS Lambda and Python to develop your own Twitter bot.
https://dylancastillo.co/how-to-make-a-twitter-bot-for-free/
Making high-quality data visualizations is a critical skills for Data Scientists. Learn how to get better at it using Plotly's python library.
https://dylancastillo.co/4-ways-to-improve-your-plotly-graphs/
An annual review of 2023. I took a look at what went well in 2023 and what I should change for 2024.
This tutorial covers the basics of using OpenSearch in Python. You'll learn how to set up a local development cluster, create an index, and store and search your data.
We will set up a Python script that reads data from Google Sheets, generates a static site using a predefined template, and deploys it to an S3 bucket.
https://dylancastillo.co/build-a-site-quickly-using-google-sheets-python-and-aws/
Learn how to use asyncio to speedup your program by making concurrent requests to an API.
https://dylancastillo.co/fast-and-async-in-python-accelerate-your-requests-using-asyncio/
This tutorial will show you how to quickly build a text classification model using Python and Scikit-learn.
https://dylancastillo.co/text-classification-using-python-and-scikit-learn/
In this tutorial, you'll learn how to use FastAPI, Qdrant, Sentence Transformers, and ChatGPT to create an AI search engine.
https://dylancastillo.co/ai-search-engine-fastapi-qdrant-chatgpt/
The first step in a Machine Learning project is cleaning the data. In this article, you'll find 20 code snippets to clean and tokenize text data using Python.
https://dylancastillo.co/nlp-snippets-clean-and-tokenize-text-with-python/
An annual review of 2021. I took a look at what went well in 2021 and what I should change for 2022.
Learn how to cluster documents using Word2Vec. In this tutorial, you'll train a Word2Vec model, generate word embeddings, and use K-means to create groups of news articles.
https://dylancastillo.co/nlp-snippets-cluster-documents-using-word2vec/
In this tutorial, I'll walk you through building a semantic search service using Elasticsearch, OpenAI, LangChain, and FastAPI. You'll create an application that lets users ask questions about Marcus Aurelius' Meditations and provides them with concise answers by extracting the most relevant content from the book.
https://dylancastillo.co/semantic-search-elasticsearch-openai-langchain/
This article will teach you how to cluster text data with LLMs using cutting-edge tools.
https://dylancastillo.co/clustering-documents-with-openai-langchain-hdbscan/
This tutorial will teach you the basics of using Elasticsearch in Python. You'll learn how to set up an Elasticsearch cluster in your machine, to create an index, add data to that index, and search your data.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.