Show HN: OLLS – A Vendor-Neutral Standard for LLM Inputs and Outputs
1 gpt4o 0 7/22/2025, 4:56:57 PM
We have just launched the Open LLM Specification (OLLS) – a community-driven standard that unifies how developers interact with large language models (LLMs) across providers such as OpenAI, Anthropic, Google, and others.
Right now, every provider has different request/response formats, which makes integration painful:
Parsing responses is inconsistent
Switching models needs custom wrappers
Error handling and metadata vary wildly
OLLS defines a simple, extensible JSON spec for both inputs (prompts, parameters, metadata) and outputs (content, reasoning, usage, errors). Think of it like OpenAPI for LLMs—portable, predictable, and provider-agnostic.
GitHub Repo - https://github.com/julurisaichandu/open-llm-specification Example input/output formats, goals, and roadmap Looking for contributors, feedback, and real-world use cases!
Let’s build a unified LLM interface—contribute ideas or join the discussion
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