A guide to prompt engineering that collects papers, advanced prompting techniques, learning guides, model-specific guides, lectures, references, new LLM capabilities, and tools related to prompt engineering. It describes prompt engineering as a discipline for developing and optimizing prompts to use language models across applications and research topics, and offers courses on prompting and building AI agents.
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Open-source tool to simplify the process of creating and managing LLM workflows and prompts as a self-hosted solution.
LLMeBench is a flexible framework for accelerating the benchmarking of large language models. It provides tools to run benchmarks and evaluate model performance. The project is hosted on GitHub under the qcri organization.
Dump all your files and chat with it using your generative AI second brain using LLMs & embeddings.
Dump all your files and chat with it using your generative AI second brain using LLMs & embeddings.
Ragas is a library for evaluating Large Language Model applications, described as moving from manual checks to systematic evaluation loops. It offers LLM-driven metrics, custom metrics, an experiments-first approach, and built-in dataset management and integration with frameworks such as LangChain and LlamaIndex.
Rapid-MLX is an open-source, Apache 2.0 licensed large language model inference server and Mac application for Apple Silicon devices. It is compatible with OpenAI and Anthropic APIs, built on the MLX framework, and focused on reliable tool calling for coding agents.
Implementing a ChatGPT-like LLM from scratch, step by step.
Open-source project that provides machine-learning models, research, training resources, or evaluation tools.
A blog article about red-teaming large language models, described as a form of evaluation that elicits model vulnerabilities that might lead to undesirable behaviors. It discusses undesirable behaviors such as revealing personal information, misinformation, bias, hatefulness and toxic content, and compares red-teaming with adversarial attacks. It notes that red-teaming prompts look like regular natural language prompts.
RepoAgent is an LLM-powered repository agent for generating documentation and understanding repositories. It detects changes in Git repositories, analyzes code structure through AST, and identifies bidirectional invocation relationships between objects. It supports GitHub Actions and can be installed via pip or PDM.
RestGPT is an open-source autonomous agent built on large language models, designed to control real-world applications via RESTful APIs. The project is hosted on GitHub for public access and collaborative development.
Open-source SDK for running LLMs and multimodal models on-device across iOS, Android, and cross-platform apps.
Chrome extension that uses local LLMs to assist with writing and drafting responses based on the context of your open tabs.
searchcode.com is an MCP server providing structured code intelligence for LLMs, with six specialized tools to analyze, search and retrieve code from public git repositories. It is free during beta with no signup or API key.
SEO Utils is an SEO desktop application for macOS, Windows and Linux. It covers traditional SEO, local SEO and AI search optimization, with tools for tracking rankings across Google, Bing, ChatGPT, AI Overviews and AI Mode, LLM rank tracking, log file analysis, an MCP server, NLP text analysis and an embedding database.
SillyTavern is a locally installed user interface for interacting with text generation LLMs, image generation engines and TTS voice models. It began in February 2023 as a fork of TavernAI 1.2.8 and is built around character cards, collections of prompts that set the behavior of the LLM. It is free and open-sourced.
sim supports AI agents, automated workflows, orchestration, or delegated tasks.
SimpleBench is a multiple-choice text benchmark for LLMs with over 200 questions covering spatio-temporal reasoning, social intelligence and trick questions. Its report states a non-specialized human baseline of 83.7 percent from a small sample of nine participants.
Emerging human-behavior simulation capability in LLM agents.
AI-powered social listening tool that tracks brand mentions across Google, Instagram, Facebook, TikTok, Reddit, and X (Twitter). Uses HasData SERP API + LLM inference to extract structured insights, generate charts, export CSV reports, and send Telegram notifications on a 24-hour automated cycle.
Solar is a browser-based playground from Upstage Console that lets users test Solar LLM and Document AI tools. It supports features including AI chat, document parsing, OCR, and question answering over user-uploaded files.
AI-generated visualization prototyping and editing platform, support 2D, 3D models, combined with LLM(Large Language Model) for quick editing.
Southampton Solent University is a higher education institution located in central Southampton, within walking distance of Southampton Central train station. It offers undergraduate and postgraduate courses including MA, MSc, MBA and LLM programmes, with start dates in September, January and May. The university delivers gold-rated teaching, industry-standard facilities, practice-led learning linked to industry, personal tutor support, career support, apprenticeships, campus tours and open days. It ranks top for student satisfaction out of 130 institutions in the Complete University Guide 2027, top for teaching quality out of 131 UK institutions in the Times Good University Guide 2025, and top student city in StudentCrowd 2024.