Introducing LLMScript: A Turing Complete Prompt Based Scripting Language for LLMs with No External Coding Required
LLMScript is a Turing complete scripting language that runs entirely inside the LLM with no external coding required. It can orchestrate AI calls with control structures (loops, recursion, variables, functions, and decision-making), you can create workflows that leverage AI in dynamic, and interactive ways by capturing the results of AI calls and user inputs then make decisions using iterative workflows to create custom AI solutions. It enables a systematic way of integrating Chain of Thought (CoT), Tree of Thought (ToT), and Graph of Thought (GoT) reasoning and others into your workflow; this means you can build AI-driven solutions that integrate multi-step reasoning, iterative exploration, and even decision trees that dynamically shift based on intermediate results. It empowers users to systematically interact with an LLM to create innovative AI solutions.
Authors
- Shahin Mowzoon
- Mishkin Faustini
Institutions
- Harvard University Press (US)
Publication Details
- Published
- 2024-11-26
- DOI
- https://doi.org/10.1109/fllm63129.2024.10852477
- Primary Topic
- Library Science and Information Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00