mrdbourke / rag-resources
A collection of curated RAG (Retrieval Augmented Generation) resources.
☆72Updated last year
Alternatives and similar repositories for rag-resources:
Users that are interested in rag-resources are comparing it to the libraries listed below
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and…☆98Updated this week
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆112Updated 8 months ago
- Code files for advanced LLM Course☆188Updated last year
- Work in progress. Simple repository to learn Transformers (and transformers).☆41Updated last year
- Sample notebooks and prompts for LLM evaluation☆121Updated 3 months ago
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆94Updated 3 months ago
- This repository will contain the presentation and python jupyter notebooks for the DataHack Summit 2024 conference talk, Improving Real-w…☆105Updated 5 months ago
- GenAI Experimentation☆58Updated last month
- Notes for courses by deeplearning.ai☆57Updated 5 months ago
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.☆166Updated 10 months ago
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆124Updated last year
- A collection of hand on notebook for LLMs practitioner☆46Updated 2 months ago
- RAG-VectorDB-Embedings-LlamaIndex-Langchain☆214Updated 3 months ago
- What, Why and How of LLMs.☆72Updated last year
- Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.☆114Updated last year
- This repository is the source code for examples and illustrations discussed in the book - A Simple Introduction to Retrieval Augmented Ge…☆165Updated 2 weeks ago
- An repository containing all the LLM notebooks with tutorial and projects☆115Updated this week
- agent-from-scratch is a Python-based repository designed for developers and researchers interested in understanding the inner workings of…☆74Updated 3 months ago
- Example code and notebooks related to mlflow, llmops, etc.☆41Updated 8 months ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆126Updated last week
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆94Updated last month
- ☆47Updated last year
- This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.☆30Updated 9 months ago
- Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Nu…☆47Updated last month
- Building your first LLM application with OpenAI, Chainlit, and Hugging Face, step-by-step!☆81Updated 2 months ago
- LLM (Large Language Model) FineTuning☆512Updated 9 months ago
- An index of all of our weekly concepts + code events for aspiring AI Engineers and Business Leaders!!☆63Updated this week
- Mistral + Haystack: build RAG pipelines that rock 🤘☆103Updated last year
- LLM Engineering CrashCourse☆99Updated last year
- An end-to-end batch scoring machine learning system that produces hourly predictions of the number of arrivals and departures that will t…☆27Updated last month