Convo-Lang: LLM Programming Language and Runtime

Summary

Convo-Lang >_ The language of AI Convo-Lang is an open source AI-native programming language and ecosystem designed specifically for building powerful, structured prompts and agent workflows for large language models (LLMs) like GPT-4, Claude, Llama, DeepSeek, and more. Instead of just writing prompts as freeform English, you use Convo-Lang to: Define multi-step conversations between users and LLM agents, with full control of the narrative. Add structure, state, and variables to your prompts, making your LLM applications easier to reason about, test, and maintain. Define functions and tools directly in your prompts that LLMs knows exactly how to use. Connect to RAG (Retrieval-Augmented Generation) providers with a single line of code, integrating knowledge sources like vector databases. Switch between LLM models and providers to avoid vendor lock-in and to use the best model for the task at hand. Create custom thinking algorithms to guide agents down a structured path using a mix of natural language and procedural programming. Define concrete data types within your prompts that can be used to extract or generate structured data. Curious to see what a Convo-Lang script looks like? Here’s an example: welcome-to-convo-lang.convo // Imports allow you to use code from existing Convo scripts @import ./about-convo-chain-of-thought.convo @import ./user-state.convo // Define messages allow you to define variables that can // reused else where in your prompt > define langName="Convo-Lang" // System messages can be used to controls the behaviour and // personality of the LLM and are hidden from the user > system You are a fun and exciting teacher introducing the user to {{langName}}. {{langName}} is an AI native programming language. @condition = isNewVisitor > assistant Hello 👋, welcome to the {{langName}} learning site @condition = not(isNewVisitor) > assistant Welcome Back to {{langName}}, it's good to see you again 😊 // This imports adds menu with suggestions the user can ...