Learn PromptingRingkasan
Prompt engineering adalah tugas desain yang berulang. Desain yang lebih terstruktur dan berulang bidang (misalnya, desain logo) memiliki alat yang sudah mapan yang memungkinan desainer menjadi lebih efisien. Tools serupa juga ada di ranah teknik prompt engineering, dengan berbagai lingkungan pengembangan terintegrasi (integrated development environments / IDE) teknik prompt yang baru saja dibuat. Ada beragam peralatan seperti itu, mulai dari antarmuka penelitian hingga IDE yang dirancang secara profesional. Bab ini akan memberikan gambaran tentang beberapa alat yang mungkin menarik bagi Anda sebagai seorang insinyur yang berbakat.
Lihat artikel terakhir di bab ini untuk rekomendasi saya tentang alat yang digunakan.
Karena daftar tunggu, saya belum dapat mengakses semua IDE yang disebutkan di sini. Selain itu, karena banyaknya alat yang muncul, tidak semuanya memiliki halaman khusus.
Berikut adalah tabel tentang alat-alat yang akan kita bahas dalam bab ini:
IDE Prompt Teks
| Name | Hosted Solution | Open Source | Research Focused | Business Model | Launched | Modalities | Supported Providers |
|---|---|---|---|---|---|---|---|
| GPT-3 Playground | ✅ | ❌ | ❌ | Pay per tokens | ✅ | Teks | OpenAI |
| Dust | ✅ | ✅ | ❌ | ✅ | Text | OpenAI, Cohere | |
| Everyprompt | ✅ | ❌ | Freemium | ✅ | Text | OpenAI | |
| Promptmetheus | ✅ | ❌ | ✅ | Free | ✅ | Text | OpenAI |
| PromptIDE | ✅ | Code TBD | ✅ | None | ✅ | Text | |
| PromptSource | ❌ | ✅ | ✅ | None | ✅ | Text | |
| PromptChainer | ❌ | ✅ | None | ✅ | Text | ||
| PromptMaker | ❌ | ✅ | Text | ||||
| PromptSandbox | ✅ | ✅ | ✅ | Free | ✅ | Text | OpenAI |
| ChainForge | ✅ | ✅ | ✅ | Free | ✅ | Text | OpenAI |
| Name | Hosted Solution | Open Source | Research Focused | Business Model | Launched | Modalities | Supported Providers |
|---|---|---|---|---|---|---|---|
| Prompts.ai | ✅ | ✅ | ❌ | None | ✅ | Text | OpenAI |
| Snorkel | ✅ | ❌ | ❌ | ✅ | Teks | ||
| Human Loop | ✅ | ❌ | Wait list | Text | |||
| Spellbook (Scale AI) | ✅ | ❌ | ❌ | Wait list | Text | ||
| Kollaprompt | ✅ | ❌ | ❌ | Under Development | Wait list | Text, Image, Audio | OpenAI, Stable Diffusion |
| Promptable | ✅ | ❌ | ❌ | Wait list | Text | OpenAI | |
| DiscuroAI | ✅ | ❌ | ❌ | ✅ | Text, Image | OpenAI | |
| PromptShake | ✅ | ❌ | ❌ | Wait list | Text | ||
| GPT IDE | ❌ | ❌ | ❌ | ✅ | Text, images + audio later | OpenAI, later Stability.AI and more | |
| The Forge AI | ✅ | ❌ | ❌ | Marketplace | Wait list | Text, Images | OpenAI, Stable Diffusion |
| Orquesta AI Prompts | ✅ | ❌ | ❌ | Enterprise | ✅ | Text | Custom, Public, Private LLMs |
| AnySolve | ✅ | ❌ | ❌ | Freemium | ✅ | Text, images + audio later | OpenAI, Stability.AI dan lainnya |
IDE Prompt Gambar
| Name | Hosted Solution | Open Source | Research Focused | Business Model | Launched | Modalities | Supported Providers |
|---|---|---|---|---|---|---|---|
| DALL·E | ✅ | ❌ | ❌ | Buy Credits | ✅ | Text2Image | OpenAI DALLE |
| Dream Studio | ✅ | ❌ | ❌ | Buy Credits | ✅ | Text2Image | Stable Diffusion |
| Patience | ✅ | ❌ | ❌ | Buy Credits | ✅ | Text2Image | Stable Diffusion, OpenAI |
| getimg.ai | ✅ | ❌ | ❌ | ✅ | Text2Image, AIEditor |
Solusi Berhosting: Alat ini dihosting di sebuah situs web dan dapat digunakan tanpa perlu menginstal apa pun.
Fokus Penelitian: Tool ini didesain untuk tujuan penelitian, dan mungkin tidak se-user-friendly tools lain.
Model Bisnis: Tipe model bisnis.
Sander Schulhoff
Sander Schulhoff is the CEO of HackAPrompt and Learn Prompting. He created the first Prompt Engineering guide on the internet, two months before ChatGPT was released, which has taught 3 million people how to prompt ChatGPT. He also partnered with OpenAI to run the first AI Red Teaming competition, HackAPrompt, which was 2x larger than the White House's subsequent AI Red Teaming competition. Today, HackAPrompt partners with the Frontier AI labs to produce research that makes their models more secure. Sander's background is in Natural Language Processing and deep reinforcement learning. He recently led the team behind The Prompt Report, the most comprehensive study of prompt engineering ever done. This 76-page survey, co-authored with OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions, analyzed 1,500+ academic papers and covered 200+ prompting techniques.