Repositories

Expense processing backend workflow with AI agent for doc analysis

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No description available

A streamlined CLI tool for fast repository creation workflow with GitHub integration and IDE support

Snippets/building blocks for system prompts

System Prompts Dataset - August 2025 Point-in-time export from Daniel Rosehill's system prompt library as of August 3rd, 2025 Overview This repository contains a comprehensive collection of 944 system prompts designed for various AI applications, agent workflows, and conversational AI systems. While many of these prompts now serve as the foundation for more complex agent-based workflows, they continue to provide essential building blocks for AI system design and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library-030825.

(Unofficial) - destkop wrapper (Ubuntu) for Voicenotes.com AI note taker

MQTT controls scripts for the NEO NAS-AB02B2 Zigbee siren

MQTT controls scripts for the NEO NAS-AB02B2 Zigbee siren

Configuration for an intermediate agent in voice automation workflows that bridge voice input to other actions

Config for a text redaction agent for voicenote -> * workflows

Snap reports about causes and quantitiative info about hostile missile launches

N8N workflow for saving AI outputs to Nuclino and posting a notification to Slack

Unofficial point in time collection of Nuclino API documentation

Model for billing document processing workflows (AI agents)

Reuseable JSON schemas for structured Ai assistant/agent workflows

Index of N8N workflows that I have shared on Github

No description available

Download utility for programatically converting a Medium export archive into a full replica of your content with images

Updated Windsurf rules

Periodically updated index of AI agent configurations that I'm working on (or have created)

Configuration for an AI agent for sanitising (redacting personal details) in N8N workflow exports

Workflow for an agent that answers parenting questions by email with upload to Google Drive

No description available

N8N workflow for sharing prompts and outputs with friends and family with a reformatting node for smoother MD to email-safe HTML

Script for listing NFS and SMB shares on a local NAS

Code snippets for automation building and integration (that might be of interest)

System prompt for directing an AI agent to begin every output with a sumary of the user's prompt

Sanitised or non-sensitive bug reports that may have diagnostic utility for others

Configuration for an AI agent specialised in interpreting satellite imagery

A project to retrospectively analyse signals of war ahead of the Iran-Israel conflict, June 2025 to inform future preparedness and readiness efforts

Android app for finding nearby public shelters in Jerusalem (populated in June 2025 from municipal data)

Public shelters in Jerusalem (open sourced due to the public need for this info right now)

Non-official! Home Front Command Android app config settings guides (06-2025)

Interactive CLI for cloning your Github repos

A few friends have asked me what they need to get going with HA so .. a list

Some stack evaluation prompts as I try to finish my stack "updating" process

My AI System Prompt Library This repository contains a comprehensive, up-to-date library of system prompts for AI systems and autonomous agents, started on May 27th, 2025. Overview This collection houses 923 system prompts covering a diverse range of AI applications. The prompts include configurations for autonomous agents, simple chatbots, specialized assistants, and various AI-powered tools. This repository serves as a centralized hub for these prompts, maintained… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library.

New repo for system prompt library (for agents & assistants) updated for automation integration

Updated repo of text transformation prompts (raw STT transcripts -> *). New repo for capturing via automations.

Timestampped notes (non-official!) for Green Invoice API & Webhooks

Planning notes for an AI agent / experiment

Agent/app using Gemini to format plain markdown into speech synthesis markup language (SSML) for TTS narration

Useful speech to text tools that use Whisper under the hood (API/local)

N8N automation that uses TwitterAPI.io to rertieve real-time social media data about the source of rocket alerts in Israel

Social-Impact-Bond-Data This repository contains a curated, redacted, and standardized data set based on the Government Outcome Labs project at Oxford University (UK). It is the leading international data resource tracking the growth and execution of social impact bonds (SIBs), development impact bonds (DIBs), outcome funds, and other pay-for-success instruments worldwide. Project Purpose The data set supports research and AI-driven policy analysis on innovative… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/pay-for-outcomes-instruments.

Lookup agents to assist with standardising datasets with correct ISO values

Implementing an "Open In Windsurf" (AI IDE) context menu element for KDE Plasma

Point-in-time analysis of impact bond data from INDIGO (Government Outcomes Lab, Oxford University)

Boot script to ensure that Easy Effects manages the input sound source on boot (Ubuntu)

N8N agent workflow for an agent that recommends fixes to system prompts based on structured user inputs provided by form

Tech stack and recommendations

System prompts for home inventory and Homebox assistants to speed up repetitive tasks

Updated Red Alert automations reflecting the new preemptive update class from Pikud Haoref

Notebook for recording any intersting datasets from data.gov.il (israeli open data)

Israel Emergency Alerting Zones Dataset This repository contains a comprehensive list of emergency alerting zones used in Israel by the Home Front Command (Pikud HaOref), compiled on May 9th, 2025. Dataset Description This dataset provides a point-in-time export of the alerting areas used by Israel's Home Front Command for issuing emergency alerts during security situations. The alerting zones are primarily used for missile threat notifications and other emergency… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Alerting-Zones.

MQTT notification agent for Linux desktop to receive Red Alert MQTT topic pushes from HA

Israeli Oref Alerts

Experimentary repo to try use an AI IDE as a local agent workspace for local OS debugging

No description available

Sync script for syncing VS Code MCP server JSON to Roo Code's store

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WIP - MCP server for querying Google Map's environmental API to retrieve air quality data for a geolocation

Text transformation prompts library for Audiopen.ai (my customs)

A few timestampped conversations with AI tools that left an impression, recorded for posterity

Project to build a personal dashboard (WIP)

Configuration blocks for Continue.dev code-gen assistants

Layered config for a code-gen assistant developed using Continue's clever approach

A collection of MCP clients.

Rules file for Cline

Font files available from Google Fonts, and a public issue tracker for all things Google Fonts

Sim Studio is an open-source agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.

Plans/WIP for MCP servers

Backup script for backing up Github Gists

List of some WAQI reporting points in Israel (static snapshot)

OpenAPI version (non-official, made by Actions GPT) for WAQI API

Simple pull script for World Air Quality Index (WAQI) data for integrating with Grafana

Planning repo for personalised AI context pipeline with revised tooling

Some boilerplate responses to "how do you want ChatGPT to behave"? to play around with creating different chat experiences through simple configs

Context repository for AI tools providing career info to guide agents, assistants, etc

Hello, Friendly AI Bot! Context Generation Date: 28 / (April) / 2025 If you're reading this, then the context pipeline is working as intended, and you have arrived at a small repository of contextual data intended to provide you with general background context about what I look for in software evaluations. As you probably already know, my name is Daniel. I'm a huge fan of technology. And I frequently find myself looking for software tools. Sometimes I do this for work… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Software-Wish-List-Context-Data.

Context repository to connect to AI tools - things I look for in most software evaluations

Corn The Sloth Training Images (Repo 2) This repository is another image collection of images of a stuffed sloth that I am fine tuning for a custom image generation model for this particular character. If anyone else is interested in fine tuning for this character or fine tuning for character avatars generally or wants to use this small image set as training data for another project then .... use is granted in accordance iwth the license terms (the sloth didn't quite understand… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-Training-Set.

SPs for configuring "self-debugging" AI assistants and agents

A collection of system prompts organised by capabilities for testing out various agent/assistant platforms

For having a bit of fun with the absurdity of the AI world we now live in

Basic foundational system prompt for cleaning up AI voice transcripts

Air quality monitoring dashboard for Home Assistant

WIP/Idea: Local AI utility for discovering and adding missing URI associations for saved 1P credentials

No description available

A new repo for new system prompts

Strealit app for generating Shakespearean text ... because why not

Shakespeare GPT (Shakespearean Text Generation Prompts) Welcome to what might be the internet's largest collection of prompts for rewriting text in Shakespearean English! This repository contains a variety of prompts designed to transform modern text into the style of Shakespeare, organized by format and purpose. These prompts can be used with any AI tool that accepts custom instructions. A user interface may be forthcoming for those who feel the need to do this regularly.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Shakespearean-Text-Transformation-Prompts.

System prompts for rewriting text in Shakespearan English

An abbreviated collection of STT transformation prompts

News monitoring dashboards focused on Israeli & ME News

Speeds up installing Smithery MCP servers onto multiple clients

A series of search links for those wishing to drink from the firehose of open-source AI

Keyframe Photos Of ..... A Sloth Plushie This repository contains a small collection of images featuring an adorable plush sloth named Cornelius. These images are part of ongoing experiments conducted in my spare time, aimed at testing the capabilities of photogrammetry tools and digital avatar creation for non-human subjects. If anyone needs a small repository of images for various purposes, such as distinguishing plushies from real animals or humans, you are welcome to utilize… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-The-Sloth.

Simple Python script for batch file renaming operations with OpenAI API

A Home Assistant dashboard for emergency alerts (Tzeva Adom) in Israel with and without live news

Collection of RSS feeds about news in Israel

A pathfinder repo (index) to some Hebrew language LLMs on Hugging Face

Custom instructions for ChatGPT

CLI for pruning repos on the remote (ie, Github)

CLI for taking on-demand Snapper snapshots (BTRFS)

Because of all the tech products that have been invented, a keyboard shortcuts ref manager isn't one of them (yet!)

Planning notes for a macropad for Linux

Periodically updated spec-sheet for workstation/desktop

Using Gemini structured outputs to ideate a prompt library for Open Web UI

Breaks up texts by approximate reading duration

Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework

A simple, secure MCP-to-OpenAPI proxy server

Reference - frontend URLs for Open Web UI

Text To Image Test Prompt Library A comprehensive collection of evaluation prompts for testing text-to-image AI models across diverse parameters and use cases. Overview This repository contains a structured set of test prompts designed to evaluate the capabilities of text-to-image generation models. Rather than focusing on formal evaluation metrics, these prompts are intended for end users who want to test how well a model might perform for their specific use cases.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Text-To-Image-Test-Prompts.

Informal prompts for testing out text-to-image

Weird AI experiment #342

Home Front Command Wrapper - non-official, zero warranty offered!

A very small list of MCP clients that are available to Linux users, GUIs + CLIs

🤖 Just A Few ... "General" System Prompts Here is a quandary that those who work with LLMs via API through self-hosted chat interfaces (etc) are familiar with: Without any system prompt at all (at least one visible to the user), the default model behavior feels a little bit flat and lifeless. With a deterministic system prompt, a model effectively becomes an "assistant" (and with context and API actions, a full-fledged agent). I haven't found a word yet for the kind of light… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/General-Purpose-System-Prompts.

Prompt Engineering System Prompts A curated collection of system prompts designed to assist with prompt engineering activities across various AI platforms and use cases. Last updated: April 6, 2025 Note: This is an ongoing collection. New system prompts are continuously being added to the library. Feel free to check back for updates. Repository Purpose This repository serves as a comprehensive resource for prompt engineers, AI enthusiasts, and developers who want to:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Prompt-Eng-System-Prompts.

Email Management System Prompts April 06 2025 A collection of system prompts designed to enhance email productivity, communication, and management. These prompts can be used with various AI assistants to automate and improve email-related tasks. Categories Email Composition Email Template Generator - Creates customizable email templates for various purposes Email Rewriter - Reformats and improves existing email drafts Email Signature Generator - Creates… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Email-Management-System-Prompts.

Data Utilities System Prompts This repository contains a collection of system prompts for configuring AI assistance in data-related tasks. These prompts can be used to set up AI assistants for various data operations, analysis, and management tasks. Categories Data Conversion Tools for converting data between different formats (CSV, JSON, natural language, etc.) Database Helpers Assistants for working with different databases (MongoDB, Neo4j… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Data-Utils-System-Prompts.

Geopolitical Analysis System Prompts A collection of system prompts for AI assistants specialized in geopolitical analysis. These prompts enable AI systems to provide structured analysis, reporting, and insights across various aspects of international relations and geopolitical developments. Repository Structure The prompts are organized into the following categories: regional-analysis/ Specialized prompts for analyzing specific regions and generating… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Geopolitical-System-Prompts.

Career Utilities System Prompts A collection of system prompts for AI assistants focused on career guidance and job search assistance. These prompts are designed to help users navigate various aspects of career development, from resume writing to job searching and professional networking. Repository Structure The prompts are organized into the following categories: career-exploration/: Prompts for exploring career paths, understanding industry trends, and making career… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Related-System-Prompts.

Speech To Text System Prompt Library This repository provides a collection of system prompts designed to transform and refine text captured using speech-to-text technologies. By passing STT outputs through large language models with these specialized prompts, you can achieve cleaner, more structured, and purpose-specific text formats. 📋 The Idea Here is the basic implementation. I don't pretend that this is the stuff of high AI engineering. But it does create quite… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Speech-To-Text-System-Prompts-2.

A 100 page book manuscript generated from a single prompt using Sonnet 3.7

Can AI Write A Book In Just One Prompt? April 09, 2025 The pace of development in AI these days is so fast that it's hard to keep on top of all the latest developments. I've always found it interesting that among all the hotly debated parameters discussed in the most recent SOTA models, the question of how many tokens a model can generate in one continuous output (max output tokmens) seems to be very little discussed. This metric exists independent of the maximum input tokens and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Single-Prompt-Book.

Experiment - generating a book using a single prompt

System prompts for AI tools which may be useful for Jewish users

Planning document/blueprint for a software /tech idea

Using Perplexity API structured prompting and N8N to deliver a tailored news brief

Modelling how AI assistants can ideate the expansion of agent/assistant networks through a simple example-following pattern

System prompts for configuring AI assistants to help book authors including proofreading assistants and book marketing ideation tools

Streamlit generator to aid with the creation of structured prompts

Basic implementation of a prompt concatenation utility for text transformation system prompts for converting transcribed text

An updated skeleton library of system prompts for using LLMs to refine STT output

Model for a PII screen (using Ollama) for open sourcing prompt libraries safely

System prompts for AI assistants related to career and job matters

System prompts for geopolitical related AI assistants and tools

System prompts for AI assistants for Linux

System prompts for data-related AI assistants

Index for my collections of user and system prompts on Github

Writing and email management system prompts for assistants

System prompts for AI assistants designed to assist with various aspects of prompt engineering

System prompts for AI assistants designed to orchestrate access to other agents

Some MCP (model context protocol) servers which might be of interest to Jewish users

A collection of links to a few AI "deep research" projects and agents, April 2025

Company research agent targeted towards the needs of remote job seekers sourcing detailed information about company backgrounds as well as remote-specific information

A couple of examples of using Gemini 2.5 with structured outputs in Google AI Studio in order to conduct document analysis.

Quick test prompts to compare respones against various Sonar API endpoints

Description of my current AI "agent" workspace, challenges, plans

Agent for generating custom Docker Compose files for Open Web UI

A Linux desktop utility for converting speech to text using the OpenAI Whisper API

CLI that generates batches of curated recommendations for movies, books, podcasts, etc

Linux voice notepad (latest version) with text transformations in addition to STT

Streamlit implementation for an AI "self-ideation" utility

AI assistant "self-ideation" run

Desktop app for running batch "ideation" prompts with a local LLM

Python script for applying bulk updates to models in Open Web UI, changing the base model ID to a preferred value

System prompts for using AI tools to generate and improve system prompts

System prompt (03/25) for a conversational AI agent and assistant idea generator

System prompts for research purposes

Streamlit app for capturing and editing prompts and system prompts

LLM text reformatting and rewriting toolbox comprised of many system prompts

Agent config for ideating a batch of side hustle ideas!

Ideation agent that generates ideas for AI agents!

Writing-Related System Prompt Collection This is a collection of system prompts derived from my larger collection of system prompts. The commonality here is that these system prompts are intended for assistance related to writing, specifically text reformatting, editing, proofing. This is a partial collection that will continue to hopefully evolve and grow over time. The system prompts are organised into folders representing a common purpose and within each folder each system… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Writing-System-Prompts.

Some system prompts related to text modification and optimisation for some WIPs

For those rare occasions when I want to share something in 'open letter' format...

Minimalist AI-generated desktop utility for Linux using Whisper API to transcribe audio files

Point-in-time segmented export of the Open Web UI API definition

Planning and outlining for an AI voice app for organisation

A few automations and hardware recommendations for HA + Pikud HaOref integration

we're cooking

Model data pipeline from a Github repository to Open Web UI knowledge using actions

An index of models that I have open-sourced on Open Web UI Community

A personal (and open-source) backlog of tech projects to check out

Uses Gemini and Github API to retrieve and organise Github repos

A shorthand system I use to organise repositories

Data processing script for converting manual JSON exports into parsed CSV data

Stopgap and non-official utillity for updating Windsurf on non-Ubuntu Linux (Tarball installer)

Skeleton / model repo for using Windsurf for code generation (WIP)

Great AI tools that can be self-hosted

Periodically updated documentation about current AI stack/favorite components

Notepad for Linux that uses OpenAI Whisper (API) and reformats dictated text

Examples of AI prompts for code generation (Python GUI) and some notes on emerging "best practices"

A quick utility for grabbing docs from Github repos (use-case: providing context to AI tools)

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Linux GUI for initiating and monitoring Browser Use with an exit switch

Docker Compose for OpenWebUI + Postgres + Qdrant

For when you're feeling inspired to make an awesome list but it all seems like so much work...

Streamlit app for ideating AI assisants

Streamlit app for honing system prompts for AI assistants

No description available

A n interactive chatbot approach to chunking context data for embedding into RAG

No description available

A model backup script for backing up an Open Web UI instance (SQLite, ChromaDB)

Because behind every Github profile is (hopefully) a human being!

Mapping tech companies in Jerusalem, Israel

This is the documentation for Roo Code (prev. Roo Cline), an AI-powered autonomous coding agent that lives in your editor.

Roo Code (prev. Roo Cline) gives you a whole dev team of AI agents in your code editor.

AI Assistant System Prompt Library (Export: 03-2025) Introduction This repository is a natural language point-in-time export of a system prompt library that has been developing since approximately the summer of 2023, with a couple of new additions per day. Over time, the collection has evolved into a mixture of tools for personal use and business use. Some configurations are experimental, while others are more pragmatic and structural. Given the rapid evolution of AI… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library-03-25.

No description available

WIP. Building on a successful POC Whisper notepad, an attempt to build on the idea.

No description available

Github repository search and quick launch utility preconfigured for VS Code & Windsurf

https://docs.openwebui.com

A taxonomy to categorise companies' variations of "remote friendliness" for personal purposes

A minimalist desktop notepad using OpenAI Whisper (via API)

Personal bash alias library, public

Some timestampped API pricepoints for speech to text providers

A system prompt generation UI that combines model and user characteristics to generate more targeted (but still general) system prompts for LLMs

Some system prompts intended to (attempt to) configure neutral behavior from LLMs

Linux Electron desktop wrapper for Homebox

Linux desktop application that provides a two-stage process for creating notes from dictated speech (first stage, transcription via Whisper API; second stage light text formatting). Exports to markdown docs.

A repository that indexes my Github projects

WIP idea. Macro keypad config for OpenWebUI shortcuts

A selection of prompts designed for use with Open Web UI (rather than conventional prompts, they're more useful for steering existing conversations)

Experiment: two AI agents, each one thinks the other is a liar...

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

A collection of system prompts for agents instructed to generate or edit system prompts for other AI agents (yes, you read that right!)

Simple GUI for taking on-demand Snapper snapshots

Repo template for Cline / Roo Code AI dev with my docs-as-prompts approach!

Some custom mode-setting system prompts for Roo Code

Helps to discard old repositories from a local filesystem (for Linux)

Tracking repo for some ideas for improving Homebox that I'm going to try develop!

An ecosystem map of the AI agent and assistant building landscape in Feb 2025

Configuration for an instructional tool for inquisitive AI students

Loads markdown documents into a folder

Subreddits discussing AI related things!

AI workflows for building personal RAG pipelines with interviewing agents

Pipeline for gathering useful API and SDK docs for ingestion into a RAG pipeline (for grounding)

No description available

A plot showing the evolution of the max output token length by major LLMs, Feb 2025

Utility for quickly opening a Github repo on your computer

A chained agent workflow for job hunters (presented as a model)

Documentation and code samples for smoke alarm monitoring in HA

AI assistant configuration for proviidng Home Front Command guidelines

V2 of Israel to ROW salary conversion utility (Streamlit)

Routes accounting documents through Google Drive

Builds date/year folder scaffolding in Drive folders (with App Scripts)

Dual WA client for the Linux desktop (AI generated)

Demonstration project for YouTube using referred prompts for development

Demonstration modelling how a chained LLM agent workflow could be used to expedite the generation of personal contextual data for personalised LLM experiences and personal RAG development

Index of development projects that were partially or fully developed using AI

Desktop NFC reader/writer GUI for the ACR1252U (validated with NTAG213 on Linux)

HA dashboards with Israel-specifc entities

Some configurations for offbeat AI roleplay characters just for fun

Code snippets for Home Assistant dashboard elements

Simple designed Home Assistant dashboard for Shabbat / Yom Tov times

Assistant System Prompts This dataset contains a collection of system prompts designed for Large Language Models (LLMs) acting as assistants Author Daniel Rosehill(public at danielrosehill dot com)

Streamlit web UI for editing assistant configuration texts

Some updated thoughts and sketches for creating personalised AI systems

Template repository for version controlling AI assistant configurations (and associated elements like context data)

Assistant which improves the configuration of assistant configuration texts

Ideas and feature requests contributed to Github projects

A list of a few interesting tools for creating context-backed agents & assistants for voice interaction

This repository is a gathering of AI assistants that I've developed for analysing sustainability-related data

Updated documentation for Home Assistant automations for Shabbat & Yom Tov observance

A Docker Compose for Open Web UI with a few modifications

Backups a Hashnode blog including the images from the CDN

A model template/skeleton for creating personalised LLM agents

AI platforms that market themselves as "second brains" (RAG + LLM). Usually: knowledge discovery, mgmt, wiki + LLM capabilities.

Configurations for various models accessed via API

Prompts generating ideas for developing personal contextual knowledge storage vaults

Gathering repository for various ideas involving AI that I am or have been working on (experiments, etc!)

Documenting some tools that I'm on active quest to find!

Documentation for getting a cheap USB HID foot mouse to work on Linux

A few useful speech to text tools that I've stumbled across including browser extensions, Linux desktop tools and ASR.

No description available

A versioned prompt just to find one tool! (Experimenting with prompt length and details provided to improve accuracy!)

Some personal benchmarks of STT models

A few notes describing the kind of voice app for large language models I would love to have!

WIP - VS Code Extension to notify users whether the repo they're working on is public or private

Work in progress - AI-assisted STT app for Linux desktop users

Just a few search strings for finding stuff in overcrowded Gmail inboxes!

Repository to demonstrate the "security through security" being currently implemented

General feature requests for tech tools that I use and love!

Character sketches for an AI character...

Chatbot supporting user discovery of the global value factors database

Configuration for an AI assistant to generate personal contextual data (and intended workflow)

Docs for a utility that pulls the readme page from OpenAI Python SDK documentation and formats it for a context snippet.

The official Python library for the OpenAI API

Streamlit-deployed app which attempts to separate prompts and outputs from continuous text files

Synthetic data containing personally identifiable information

GHG Emissions Data Pipeline Description This repository contains a comprehensive pipeline for processing and analyzing greenhouse gas (GHG) emissions data. The pipeline integrates datasets from multiple sources, including Climate TRACE and Our World in Data, to provide insights into global emissions trends. It supports sustainability reporting, emissions tracking, and climate action planning. Dataset Details Sources and Methodologies The pipeline… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/GHG-Emissions-Data.

Derivative database of IFVI Global Value Factors for data analysis and visualization use cases.

Calculation tool for "monetising" companies' emissions at various proposed social cost of carbon values

Experimenting to test the effect of puncutation in prompts on inference quality

A model for routing contextual data into vector storage for use with LLMs

Notes planning a personal contextual data pipeline

Some loosely organised experiments intended to probe the levels of political censorship inherent in LLMs

Configuration for a large language assistant designed to assist with redacting personally identifiable details in documents

Configuration text for an LLM assistant designed to assist users with documenting abusive messages

Outlining an idea for a personal context repository for enhancing LLM inference

Every front-end GUI client for ChatGPT, Claude, and other LLMs

Streamlit app using Google Cloud APIs to extract core text from a PDF and perform TTS. For listening to long docs. API keys required.

Experiment to evaluate the ability of code-gen LLMs to generate a long continuous (single) output

No description available

AI-generated project starters for anyone wishing to carry on the ideas!

Unit exchange calculators for calculations I commonly require

Data pipeline repository supplying various data visualisation projects

Another data visualisation series comparing companies' GHG emissions with their EBITDA

This repository serves as a master index linking to the various indices I have for more narrow groupings of topics.

Data apps and datasets deployed to Streamlit Community Cloud, Hugging Face, and elsewhere.

Tool for extracting data-containing pages from sustainability reports

IFVI Value Factors Dataset Cumulative Download Statistics 📑 Navigation Index IFVI Value Factors Dataset Cumulative Download Statistics 📑 Navigation Index 📊 Dataset Overview 🌍 About The Global Value Factors Explorer Dataset 🔑 Key Parameters 📂 Repository Structure 📅 Versioning 📜 Licensing 🗂️ Data Formatting 🛠️ Data Modifications 🔧 Development and Maintenance 📁 Data File Locations Data Files Root Aggregated Value Factors Value Factors by… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/ifvi_valuefactors_deriv.

Streamlit app containing visualisations of the Global Value Factors Database (GVFD) released by the IFVI in 2024

Calculating monetised GHG emissions for various companies based upon disclosure data

Streamlit data visualisation examining correlation between emissions & profitability

As prompting fro data analysis & vis is quite specific, a small side collection of prompts for this purpose

Quick list of some LLM related apps with Linux desktop support (chat UIs, CLIs, wrappers, etc)

Configuration for an LLM assistant that performs analysis on sustainability data

Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.

Work in progress. Assemble prompts based upon templated forms in the browser.

Monetised

An index to my various documentation projects, both on Github and elsewhere

Demo repo for a YouTube video to share some thoughts about prompting for code generation.

A list of some extensions for working with large language models (LLMs) within the VS Code IDE

My thoughts on a few random topics (for my documentation site), to get a bit of space to jot down things besides tech notes

Markdown badges for attributing LLM generated (or co-generated) content (using Shields.io)

A few projects for LangChain workflows using programmatic prompting for various purposes.

Lists of resources and tools for prompt engineering and evaluation

A list of projects I am working on

Documentation for managing prompts and outputs and working professionally with large language models (LLMs)

First entry documentation repository for notes mostly unedited from LLMs

archived documentation gathered from different sources and centralized on this repository.

Short tech notes (as in Github Gists, but versioned in a repo to sync them to a doc site)

The first seedlings of ideas as they pop out of my head and onto the page/code editor

Source data and documentation for corporat sustainability disclosures/reporting

Documentation for derivative database of IFVI Global Value Factors Database (GVFD)

General purpose wiki for hosting Gists, how-tos, etc.

A small and opinionated repository of my thoughts about prompting LLMs to maximise their utility for specific use-cases

An LLM-generated alias to explore contextually guided prompting strategies

Large language models (LLMs) explaining themselves - and how to make best use of them (prompt engineering). Often insightful, though accuracy not guaranteed!

Experiments in evaluating various prompting strategies and LLM performance generally

Enhanced ChatGPT Clone: Features Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. Actively in public development.

Some cost estimates for using LLMs via API versus web UI services (like ChatGPT)

A vault of over 2,000 prompts and outputs derived from interactions with various large language models (LLMs)

Calculation simulation utility for monetised GHG emissions

A small selection of GHG emissions datapoints from various sources

"High level" documentation/thinking for a system I'm working on for storing large language model (LLM) derived information in a graph-backed knowledge base system

A few formatted markdown files for testing the real-time markdown rendering support of various knowledge management, note-taking and wiki tools

Loose markdown files documenting various early stage projects (ie, prototypes)

A first-entry notepad to jot down some notes that may be developed into blogs (or not). My philosophy and lens on everything from AI to backups.

Experimentary repository; using LLMs to analyse geopolitical developments in Israel & the Middle East

A few prompts that I am storing in a repo for the purpose of running controlled experiments comparing and benchmarking different LLMs for defined use-cases

GUI for extracting prompts from outputs

A Node.js wrapper library for Pikud Haoref's unofficial rocket alert API.

No description available

A utility for downloading Hebrew fonts from Google Fonts using the API (needs a key)

A collection of Hebrew fonts from around the internet

No description available

News monitoring app intended for people living in Israel

A context repo for experimenting with LLM models. A public version, so some info naturally withheld.

Obsidian plugins focused on leveraging AI & LLMs inside of (and beyond) vaults

A GUI component for the Obsidian vault project. This saves prompts and outputs into the vault but doesn't integrate with an LLM API

A utility for running prompts through the OpenAI API and saving them into an Obsidian Vault structured for LLM output storage

Simple backup GUI for my Obsidian vault for storing LLM artifacts (prompts, outputs, agent configs)

A quick scaffolding script for populating a repository with folders for organising prompts and outputs, as commonly required when working with LLMs

Simple script for creating a Github index using the OpenAI API

A markdown note taking application optimise for saving and storing outputs from LLM & GPT interactions (prompts, outputs, agent configurations)

A model/template for a custom GPT/LLM agent whose focus is on helping to ideate and improve a technology idea (example: "Output Hub")

Utility that creates a human-readable manifest of the relationships contained in a Postgres database

Experiment: trying to create a database schema using natural language

Some very basic templates for saving LLM outputs in markdown-friendly notebooks (like Joplin)

Utility for helping users understand the classic data relationships in RDMSs (M2M, O2M, M2O etc)

A public notebook of some analytical work with datasets

Quick template for creating a local repo with symlinks to key system files on Linux

Little scripts and hacks for working with my favorite database!

A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibility.

A few small learning projects intended at developing very simple GUIs for Fedora Linux

Library of code snippets

Scripts for scaffolding folder structures I commonly use

Github homepage text

Scripts for creating taxonomies, mostly Python

Scripts and other programs generated with various LLMs. Sometimes they need refinement. Frequently they just work!

Markdown badges from the Shields.io project (the ones I like and use frequently)

A folder structure (scaffold) for those employing systematic workflows for working with LLMs

File structure templates for common projects. More specific templates sometimes have their own repository.

Documentation matters! Some of the templates (in markdown) that I like to use

An improved translation of the Home Front Command instructions for finding emergency shelter in Israel

Utility for identifying newly released custom ChatGPTs shared via the ChatGPT App Store

An admin application I'm developing for managing all aspects of working with LLMs professionally and at scale, with functions for prompt logging, prompt library, and custom LLM agent inventorising. Aspiration: add code to notes gradually as project matures!

An index of prompting libraries for GPTs, including ChatGPT. Some of these are on Github and others are hosted externally.

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

This repo includes ChatGPT prompt curation to use ChatGPT better.

Tampermonkey scripts for browser automation tasks

ChatGPT-generated Python scripts for various purposes

List of taxonomies generated with GPT for various purposes and open-sourced for ease of reuse

LLM-generated documents describing potential use-cases for GPTs & other LLMs across both professional and business contexts with sections describing potential/predicted evolutions as underlying technology advances

A continuation of HomeBox the inventory and organization system built for the Home User

Jerusalem public shelter locations extracted from ODBL licensed sources. Please do not rely upon these for your own preparedness efforts.

Open Definition source

Great online communities discussing use of LLMs including (but not limited to) ChatGPT

A publicly accessible changelog of all my technical projects

Ideas and scripts for optimising Github repositories

A repository of prompts I've used when working with LLMs as well as some example outputs and notes

Python scripts that are publicly shared via Github

Public collection of miscellaneous scripts, mostly for automation

A few spins on the Astro starter theme to demonstrate some capabilities that I like adding to this framework

IDEs and development tools that work on one or multiple Linux distros. where possible details are noted like the supported distros, programming languages and more.

A fork of the Awesome list generator modified for simplicity

Data ingress pipeline for Impact Database

GUIs and other tools that make managing Kubernetes clusters easier for Linux desktop users (I use Ubuntu but will add resources for other distros)

For open sourcing the occasional sparks of innovation I have but lack the time to implement them currently.

Home automation projects that are relevant to people in Israel or Jews generally (e.g. Shabbat and zmanim time integrations)

A curated list of Israeli-made projects, events, and individuals

Jewish Shabbat Yomtov and Holidays times and event

General Home Assistant dashboards - screenshots and YAML

A Home Assistant grocery list optimised for the needs of Israeli consumers.

Little snippets of YAML for HA as I figure out how to make it do stuff. Open sourcing it because .. why not!?

Automations and configurations for Home Assistant specifically intended for the observance of Jewish festivals and Shabbat

A homepage for my Github account. This page gives an overview of the projects I'm working on and sharing on Github.

A prototype app for displaying impact-weighted accounting data for products serving data from NFC tags (example deployment: a supermarket)

My public PGP keys

Files that needed to be added to other repositories

Markdown documentation for the evolution of my desktop

A repository dedicated to housing various projects in Paleo/Proto Hebrew: an ancient variant of the Hebrew alphabet used during Biblical times

Various scripts for manually syncing and backing up cloud storage

No description available

Miscellaneous project files