Pinned Repositories
Callysto-Salish-Baskets
Jupyter notebook to explore the design of geometric patterns of Coast Salish woven baskets
automate-elt-github
workshop material
automate-tech-post
LLM application: fine tuned model to generate social media posts from technical blogposts. I used the documentation in https://numpy.org/numpy-tutorials/index.html to build a synthetic dataset and used that dataset to fine-tune an open source model.
ethics-scalability-reach
fuel-electric-hybrid-vehicle-ml
Vehicle data classification (supervised, unsupervised learning)
hackseq2016_Spearmint
Data set, code and results from Hackseq 2016
IntroToPython-online
Workshop material for the [online workshop Introduction to Python]
llmops-with-haystack
Retrieval Augmented Generation applications
prompting-agents-llm
Slides for talk on prompting and agents
sql
SQL: zero to hero course
lfunderburk's Repositories
lfunderburk/llmops-with-haystack
Retrieval Augmented Generation applications
lfunderburk/fuel-electric-hybrid-vehicle-ml
Vehicle data classification (supervised, unsupervised learning)
lfunderburk/automate-tech-post
LLM application: fine tuned model to generate social media posts from technical blogposts. I used the documentation in https://numpy.org/numpy-tutorials/index.html to build a synthetic dataset and used that dataset to fine-tune an open source model.
lfunderburk/automate-elt-github
workshop material
lfunderburk/jupysql-pyconus-2023
lfunderburk/lfunderburk.github.io
This repository contains html and css files for personal website
lfunderburk/prompting-agents-llm
Slides for talk on prompting and agents
lfunderburk/sql
SQL: zero to hero course
lfunderburk/bert
Intro to hugging face and fine-tuning BERT tutorial
lfunderburk/Beyond-ChatGPT
Building your first LLM application with OpenAI, Chainlit, and Hugging Face, step-by-step!
lfunderburk/bjj-move-generator
An LLM-driven application to study and generate Brazilian Jiu-jitsu techniques
lfunderburk/Building-Generative-AI-Apps
Two sample projects built for the FourthBrain Generative AI Workshop
lfunderburk/datajam-python
Datajam 2023 Workshop: Intro to Data Analysis with Python
lfunderburk/doc
Documentation for Ploomber Cloud
lfunderburk/energy-forecasting
🔋 The Full Stack 7-Steps MLOps Framework - Learn ML Engineering by designing, implementing, monitoring, and deploying your own energy consumption forecaster.
lfunderburk/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
lfunderburk/haystack-tutorials
Here you can find all the Tutorials for Haystack 📓
lfunderburk/Interactive-Dev-Environment-for-LLM-Development
Set up your local dev environment just like pro LLMOps practitioners.
lfunderburk/lfunderburk
Config files for my GitHub profile.
lfunderburk/llmflows
LLMFlows - Simple, Explicit and Transparent LLM Apps
lfunderburk/nlpower
Tutorial materials for SOTA NLP
lfunderburk/pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
lfunderburk/pyscript-samples
lfunderburk/rag-image-tabular-20
Building RAG for image and tabular data
lfunderburk/rag-pipeline-chatbot
Hacktoberfest project
lfunderburk/rag-pipeline-chatbot-1
Hacktoberfest project to create a chatbot using LLMs and Haystack
lfunderburk/soZCqCfU4mL5ppCX
Customer enrolment prediction
lfunderburk/StableLM
StableLM: Stability AI Language Models
lfunderburk/translate-yt-to-spanish
lfunderburk/xgboost-charla