GianlucaDeStefano

korvus

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

yfinance

Download market data from Yahoo! Finance's API

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

RetrievalTutorials

enterprise-h2ogpte

Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform

ml-engineering

Machine Learning Engineering Open Book

factCC

Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Reranker

Build Text Rerankers with Deep Language Models

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

jelly

JavaScript/TypeScript static analyzer for call graph construction, library usage pattern matching, and vulnerability exposure analysis

hallucination-leaderboard

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents

VimGPT

Experimental LLM agent/toolkit with direct Vim access using neovim/pynvim

mlc-llm

Universal LLM Deployment Engine with ML Compilation

sast-testability-patterns

Testability Pattern Catalogs for SAST

llm-attacks

Universal and Transferable Attacks on Aligned Language Models

awesome-llm-security

A curation of awesome tools, documents and projects about LLM Security.

burpgpt

A Burp Suite extension that integrates OpenAI's GPT to perform an additional passive scan for discovering highly bespoke vulnerabilities, and enables running traffic-based analysis of any type.

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

code-bert-score

CodeBERTScore: an automatic metric for code generation, based on BERTScore

sven

TEMPERA

rl-prompt

Accompanying repo for the RLPrompt paper

SecurityEval

Repository for "SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques" published in MSR4P&S'22.

human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"