Jerry Liu's starred repositories
privateGPT
Interact with your documents using the power of GPT, 100% privately, no data leaks
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
trt-llm-rag-windows
A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
RAGatouille
Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.
GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
lm-format-enforcer
Enforce the output format (JSON Schema, Regex etc) of a language model
vectorflow
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
Memory-Cache
MemoryCache is an experimental development project to turn a local desktop environment into an on-device AI agent
clipper.js
HTML to Markdown converter and crawler.
html2image
A package acting as a wrapper around the headless mode of existing web browsers to generate images from URLs and from HTML+CSS strings or files.
llm-food-delivery
Making the food-delivery experience easy for busy folks :)
leetcode-intensive
Leetcode Intensive tutorial and study guide generated by llama-index, networkx, scikit-learn and pydantic
LlamaIndex-RAG-WSL-CUDA
Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B
RAG-with-Cross-Encoder-Reranker
Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.
llama-datasets
Github repo for storing LlamaDatasets
cypher-direction-competition
Repository that hold the information about the competition about validating and fixing relationship direction in Cypher statements based on the given schema
usgov-contracts-rag
Use Text to SQL to analyze US Government contract data
willow-gemini-notebook
LLM Agent that performs sentiment analysis of drawings and natural language using a combination of Google Gemini Vision model and GPT-4 Turbo with LlamaIndex.
AInimalGo-Chat-with-Animals
"AInimal Go!" is an innovative app that lets users upload or snap photos of animals and engage in AI-powered text conversations with them. Using ResNet for species identification and a conversational LLM for interactive chats, it offers a unique and immersive experience for animal enthusiasts.