Stephen Collins

Full stack developer. Currently working with a start up in climate tech using machine learning to fight global warming.

Austin, Texas Joined on Sep 6, 2018 stephen@stephencollins.tech https://stephencollins.tech

Education

Texas State University

Pronouns

He/Him

Work

Senior Software Engineer

react-panel-system

A system of UI Panels to enable Panels to be easily resizable, persistent and configurable.

TypeScript • 4 stars

react-sortable-tree

Drag-and-drop sortable component for nested data and hierarchies

Fork JavaScript

React, JavaScript, HTML, CSS, Python, C, Next.js, AWS

Machine Learning

Creating content for my blog and developing yet another AI powered app.

35 posts published

3 comments written

0 tags followed

Stephen Collins

Mar 21

How to Create LCEL Chains in LangChain

#langchain #lcel #python

4 min read

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Stephen Collins

Mar 14

How to Perform OCR with Multi Modal LLMs

#ocr #multimodalllms #typescript #awsrekognition

7 min read

Stephen Collins

Mar 2

How to Enhance Content with Semantify

#generativeai #contentcreation #semantify #bloggingtools

4 min read

Stephen Collins

Feb 15

How to Use Promptfoo for LLM Testing

#llmdevelopment #tdd #promptfoo #llms

6 min read

Stephen Collins

Feb 3

Basic Security Practices for SQLite: Safeguarding Your Data

#sqlite #databasesecurity #vectorembeddings #securecoding

8 min read

Stephen Collins

Jan 20

Harnessing Semantic Kernel for LLM Integration

#ai #semantickernel #apiintegration #python

5 min read

Stephen Collins

Jan 13

How to Automate Processes with CrewAI

#ai #crewai #processautomation #python

5 min read

Stephen Collins

Jan 7

How to use Milvus to Store and Query Vector Embeddings

#vectorsearch #python #milvus #nlp

4 min read

Stephen Collins

Jan 1

Using LlamaIndex for Web Content Indexing and Querying

#webcontent #querying #python #llamaindex

4 min read

Stephen Collins

Dec 16 '23

How to Supercharge Chatbots with Mixtral 8x7B and Vector Search

#mistralai #vectorsearch #semanticsearch #mixtral8x7b

7 min read

Stephen Collins

Dec 14 '23

A Beginner's Guide to SQLite: The Lightweight Database Solution

#sqlite #sql #programming #datamanagement

4 min read

Stephen Collins

Dec 7 '23

Empowering OpenAI Assistants with Shell Command Capabilities

#openai #shellcommands #aiintegration #systemutilities

2 min read

Stephen Collins

Dec 1 '23

How to Integrate Neo4j with OpenAI's GPT Assistants

#neo4j #openai #gptassistanttools #graphdatabases

4 min read

Stephen Collins

Nov 22 '23

How to Build a System of Experts with LLMs

#systemofexperts #microservices #rabbitmq #llms

6 min read

Stephen Collins

Nov 11 '23

Enhancing GPT Assistants with Vector Search Tools

#gpt4 #vectorsearch #naturallanguageprocessing #gptassistants

9 min read

Stephen Collins

Nov 6 '23

Enhancing MySQL Searches with Vector Embeddings

#mysql #vectorembeddings #naturallanguageprocessing #semanticsearch

5 min read

Stephen Collins

Oct 13 '23

How to use Weaviate to store and query vector embeddings

#weaviate #vectordatabase #vectorembeddingmodel #vectorsearch

7 min read

Stephen Collins

Oct 7 '23

SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings

#sqlite #chroma #vectorembeddings #vectordatabase

4 min read

Stephen Collins

Oct 2 '23

How to use Chroma to store and query vector embeddings

#chroma #vectordatabase #vectorembeddings #semanticsearch

5 min read

Stephen Collins

Sep 28 '23

Comparing GTE, USE, and Ada Text Embeddings

#textembeddings #gteencoder #universalsentenceencoder #adaencoder

3 min read

Stephen Collins

Sep 26 '23

How to use PostgreSQL to store and query vector embeddings

#postgres #vectorembeddings #cosinesimilarity #semanticsearch

9 min read

Stephen Collins

Sep 2 '23

Building a Web Component-Based Chatbot with GPT-3.5-turbo

#chatbot #webcomponents #openai #gpt35turbo

3 min read

Stephen Collins

Aug 26 '23

Code Search with Vector Embeddings: A Transformer's Approach

#transformers #naturallanguageprocessing #embeddings #codebasevectorization

5 min read

Stephen Collins

Aug 18 '23

How to use SQLite to store and query vector embeddings

#sqlite #vectorsearch #tensorflow #sqlitevss

6 min read

Stephen Collins

Aug 12 '23

Introduction to Vector Search and Embeddings

#vectorsearch #embeddings #nlp #cosinesimilarity

6 min read

Stephen Collins

Aug 4 '23

Crafting Prompt Templates for Code Generation

#llm #codegeneration #prompttemplates #typescript

8 min read

Stephen Collins

Jul 28 '23

How Reactivity works in Solid

#solid #reactivity

5 min read

Stephen Collins

Jul 21 '23

TTT #1: Git Basics and Tricks

#git

2 min read

Stephen Collins

Mar 12 '23

How to center content with CSS Flexbox and CSS Grid

6 min read

Stephen Collins

Mar 11 '23

What is a tensor

2 min read

Stephen Collins

Mar 11 '23

Explaining the softmax activation function

4 min read

Stephen Collins

Mar 11 '23

How to deploy BERT on AWS

19 min read

Stephen Collins

Mar 11 '23

How to run BERT on AWS

27 min read

Stephen Collins

Mar 11 '23

How to fine tune BERT for real time sentiment analysis

16 min read

Stephen Collins

Mar 11 '23

How to setup a layout with CSS Grid

7 min read

Writing Debut

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