A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

Convert Java to JSON/TOON and back. Supports complex object graphs, cyclic references, and TOON format for 40-50% LLM token savings

An end-to-end LLM reference implementation providing a Q&A interface for Airflow and Astronomer

This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data.

Contains random samples referenced in the paper "Sleeper Agents: Training Robustly Deceptive LLMs that Persist Through Safety Training".

Chat Bot with LLM and Fact Reference. RAG(Retrieval Augmented Generation) and LangChain backed

This reference can be used with any existing OpenAI integrated apps to run with TRT-LLM inference locally on GeForce GPU on Windows instead of cloud.

A reference application for a local AI assistant with LLM and RAG

This AI fact-checking system, built with LangGraph, dissects text into verifiable claims, cross-referencing them with real-world evidence via web searches. It then generates detailed accuracy reports, ideal for combating misinformation in LLM outputs, news, or any text.

[ICML 2025] EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

An experimental project, that automatically maps the relationship networks of Chinese elites by parsing public data using LLMs and cross-referencing with official sources.

A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly.

We aim to provide the best references to search, select, and synthesize high-quality and large-quantity data for post-training your LLMs.

A full-stack application that enables you to turn any document, resource, or piece of content into context that any LLM can use as references during chatting. This application allows you to pick an...

Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.

GPT-5.3-powered multi-model Discord bot to interact with powerful LLMs and explore capabilities. This repo also serves as reference implementation how AI agents are hosted

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.

Reference architecture for LLM-based applications on Google Cloud Platform with Redis Enterprise as a high-performance data layer.

A mind map on Large Language Models (LLMs). This can be a useful reference or learning guide for both beginners and experts alike.

openpi-LLM Public A full-stack application that enables you to turn any document, resource, or piece of content into context that any LLM can use as references during chatting.

Streamlit web app utilizing OpenAI (GPT-4) and LangChain LLM tools. Application includes an SQLite DB for login/authentication and message storage for later retrieval. Users can upload/embed their own PDF documents for chatbot reference. The user can then interact with a GPT-4 chatbot intended for the user's specified input, context, and scenario.

A comprehensive collection of data quality resources, tools, papers, and projects across various data types including traditional data, LLM pretraining/fine-tuning data, multimodal data, and more. Essential reference for researchers and practitioners in data-centric AI.

This repository contains a structured, machine-readable reference of the Google Tag Manager API, optimized for consumption by Large Language Models (LLMs).

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Linux using TensorRT-LLM

An Obsidian plugin for Perplexity (remote API) and Perplexica (local API), designed for reference-driven LLM generated content.

A full-stack application that enables you to turn any document, resource, or piece of content into context that any LLM can use as references during chatting. This application allows you to pick and choose which LLM or Vector Database you want to use as well as supporting multi-user management and permissions.

PaperHelper: Knowledge-Based LLM QA Paper Reading Assistant with Reliable References

Web scraping skill for Claude AI. Crawl websites, extract structured data with CSS/LLM strategies, handle dynamic JavaScript content. Built on crawl4ai with complete SDK reference, example scripts, and tests.

This repository contains reference implementation for multi-LLM ToM paper (accepted to EMNLP 2023), Theory of Mind for Multi-Agent Collaboration via Large Language Models.