DanielWarfield1 / MLWritingAndResearch
Notebook Examples used in machine learning writing and research
☆41Updated last week
Related projects ⓘ
Alternatives and complementary repositories for MLWritingAndResearch
- Contains Google Colab or Jupyter notebooks, as well as other associated files for my Medium blogposts.☆34Updated 5 months ago
- Jupyter notebooks for course Building and Evaluating Advanced RAG Applications, taught by Jerry Liu (Co-founder and CEO of LlamaIndex) an…☆42Updated 9 months ago
- A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with L…☆76Updated 6 months ago
- Applying Evaluation Driven Development (EDD) to aid in the design decision of RAG pipelines☆31Updated last year
- Scripts, notebooks, and articles about data science in general.☆44Updated last year
- End-to-End LLM Guide☆97Updated 4 months ago
- ☆16Updated last year
- Explore the use of DSPy for extracting features from PDFs 🔎☆33Updated 8 months ago
- Using LlamaIndex with Ray for productionizing LLM applications☆71Updated last year
- Using ChatGPT to build a Kedro ML pipeline and Streamlit frontend☆30Updated last year
- ☆78Updated 6 months ago
- Tutorial for DSPy☆21Updated 6 months ago
- Test LLMs automatically with Giskard and CI/CD☆28Updated 3 months ago
- GenAI Experimentation☆58Updated last month
- Repository demonstrating best practices and patterns for implementing agentic workflows in Python, featuring modular, scalable, and reusa…☆28Updated 2 weeks ago
- A Chainlit App Used to Showcase: Async, Caching, Additional Chainlit Methods, and more!☆11Updated last month
- ☆28Updated 7 months ago
- A LLM based chatbot Recommender engine☆21Updated last year
- ☆41Updated 7 months ago
- Agentic RAG with Langchain, Qdrant and CrewAI☆36Updated 5 months ago
- 7 query strategies for navigating knowledge graphs with LlamaIndex☆40Updated last year
- ☆49Updated last month
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)☆11Updated 7 months ago
- LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.☆100Updated 2 months ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆18Updated 2 months ago
- Code and notebooks associated with my blogposts☆50Updated last week
- Data extraction with LLM on CPU☆109Updated 10 months ago
- demo app for Knowledge Graph Build with LLM LlamaIndex and NebulaGraph☆49Updated 4 months ago
- Fine-tune and quantize Llama-2-like models to generate Python code using QLoRA, Axolot,..☆64Updated 9 months ago
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆15Updated 10 months ago