ezhilvendhan

systematically-improving-rag

graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

marker

Convert PDF to markdown quickly with high accuracy

resource-stream

CUDA related news and material links

fibo

The Financial Industry Business Ontology (FIBO) defines the sets of things that are of interest in financial business applications and the ways that those things can relate to one another. In this way, FIBO can give meaning to any data (e.g., spreadsheets, relational databases, XML documents) that describe the business of finance.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ng-video-lecture

vimGPT

Browse the web with GPT-4V and Vimium

Grapher

Code that implements efficient knowledge graph extraction from the textual descriptions

GreaseLM

[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

neo4j-sec-edgar

Downloads Form 13 and Form 10-K data from the SEC EDGAR system. Uploads that to cloud buckets for labs.

streamlit-neo4j-hackathon

ds-supply-chain-use-cases

Neo4j & Graph Data Science for Supply Chain and Logistics

learning-llms-and-genai-for-dev-sec-ops

A set of lessons aimed at anyone learning LLM and generative AI concepts, with sections on operations and security, as well as development.

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

maven-blps-2

awesome-talks

Awesome online talks and screencasts

vertex-langchain-pdf

specific files from https://github.com/GoogleCloudPlatform/generative-ai for Garage Series demo

AutoKG

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

TransOMCS

TransOMCS is a commonsense knowledge resource transferred from ASER. It is in the format of OMCS but two orders of magnitude larger.

Awesome-LLM-KG

Awesome papers about unifying LLMs and KGs

reflexion

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

auto-evaluator

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

langchain

🦜🔗 Build context-aware reasoning applications

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI