Unverified50% confidenceFactExact time
Instructor is a lightweight wrapper for OpenAI and compatible APIs that defines output schemas through Pydantic models and automatically triggers retries and corrections when the model returns non-compliant results.
1
Sources
50%
Confidence
Long-term
Relevance
10/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedUnlike closed-source API services, open-weight models allow developers to have full control over the entire process of model training, fine-tuning, and deployment.72% similarUnverifiedStarting from GPT-4o, OpenAI natively supports parallel function calling at the API level, allowing the model to return multiple simultaneously executable tool call instructions in a single inference.71% similarVerifiedIn the AI industry, a wrapper application typically refers to an application that does not train its own foundation model but instead calls APIs from vendors such as OpenAI, Anthropic, and Google to build a product experience on top of them.69% similarVerifiedOpenAI has publicly discussed that their model was specifically trained to efficiently use the apply_patch tool.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/995044API
curl https://kongchang.com/api/v1/knowledge/claims/995044MCP
get_claim(id=995044)