Globe-Engineer/agents
This repo is a collection of useful LLM prompting/programming techniques that we've empirically found to be very useful. All the examples use the OpenAI ChatGPT API using a custom wrapper that you can install with: RANT: We made this because open source LLM agent programming frameworks are becoming absurdly complicated and over-abstracted. Libraries seem to be designed with virality as the primary objective rather than functionality, so they are extremely feature dense and bloated. They are so abstracted away from the actual prompts being sent to LLMs that you can't possibly optimize for your usecase. This repo is NOT a library in the sense that you can install it and use it via an API. Instead, we distill the most useful ideas we've found into minimal reproducable code examples that showcase useful concepts in the space of agent programming. The goal is to encourage forking and copy-pasting of both code and ideas. If you find this code useful or interesting, tag @ivan_yevenko and/or @
Globe Agent Frameworks This repo is a collection of useful LLM prompting/programming techniques that we've empirically found to be very useful. All the examples use the OpenAI ChatGPT API using a custom wrapper that you can install with: pip install chatgpt-wrapper RANT: We made this because open source LLM agent programming frameworks are becoming absurdly complicated and over-abstracted. Libraries seem to be designed with virality as the primary objective rather than functionality, so they are extremely feature dense and bloated. They are so abstracted away from the actual prompts being sent
related reading
- LLM Powered Autonomous Agents | Lil'Loglilianweng.github.io
- Cookbookcookbook.openai.com
- LangChain: the open agent platform to own your intelligencelangchain.com
- Prompting best practicesdocs.anthropic.com
- GitHub - brexhq/prompt-engineering: Tips and tricks for working with Large Language Models like OpenAI's GPT-4.github.com
- LLM Agents | Prompt Engineering Guidepromptingguide.ai
- Hermes Agent — The Agent That Grows With Youhermes-agent.nousresearch.com
- Claude Code Cheat Sheetcc.storyfox.cz
- Building reliable AI agents · parth sareenparthsareen.com
- GitHub - x1xhlol/system-prompts-and-models-of-ai-tools: FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Modelsgithub.com
- OpenAI | Research & Deploymentopenai.com
- Honchohoncho.dev