tech
December 17, 2025
Announcing PromptIDE
Integrated development environment for prompt engineering and interpretability research.
TL;DR
- PromptIDE is an integrated development environment for prompt engineering and interpretability research.
- It accelerates prompt engineering through an SDK and rich analytics visualizing network outputs.
- The IDE provides transparent access to Grok-1, enabling exploration of LLM capabilities.
- Key features include a Python code editor, implementation of complex prompting techniques, and detailed analytics such as tokenization and sampling probabilities.
- Quality of life features include automatic prompt saving, built-in versioning, and the ability to store and compare prompt output analytics.
- Users can upload small files (up to 5 MiB) and process them quickly using the SDK's concurrency features.
- Prompts can be shared publicly with optional inclusion of stored analytics.
- The SDK uses Python coroutines for concurrent execution of annotated functions, speeding up processing.
- Interactive prompts can be created using the `user_input()` function, enabling chatbot implementation.
- Detailed per-token analytics are available, showing tokenization, numeric identifiers, top-K tokens, and attention masks.
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