Generative AI juggernaut OpenAI has launched new methods for builders to handle and monitor using API keys. The corporate additionally up to date its GPT-3.5 Turbo and GPT-4 massive language fashions, and unveiled two new textual content embedding fashions.
OpenAI made the rollout on January 25. Two API key managment platform enhancements goal to provide builders extra visibility into utilization and management over APIs. First, builders now can assign permissions to API keys from the API keys web page. For instance, a key may very well be assigned read-only entry to energy an inner monitoring dashboard or restricted to entry solely sure endpoints.
Second, the API utilization dashboard and export perform now expose metrics for an API key after turning on monitor. This makes it easy to have a look at utilization on a per workforce, characteristic, product, or venture degree by having separate API keys for every. Extra enhancements are deliberate to enhance the power of builders to view API utilization and handle keys, OpenAI stated.
OpenAI unveiled two new textual content embedding fashions, a “smaller and extremely environment friendly” text-embedding-3-small mannequin and a “bigger and extra highly effective” text-embedding-3-large mannequin. The corporate touts text-embedding-3-large as its new best-performing embedding mannequin.
An embedding is a sequence of numbers representing ideas inside content material akin to code or pure language, OpenAI defined. Embeddings make it straightforward for machine studying fashions and different algorithms to know the connection between content material and to carry out duties akin to retrieval or clustering. These energy purposes akin to data retrieval in ChatGPT or the Assistants API.
The up to date GPT-4 Turbo preview mannequin, gpt-4-0125-preview, completes duties akin to code technology extra completely than the earlier mannequin and is meant to cut back “laziness” the place the mannequin doesn’t full a job, OpenAI stated. The brand new mannequin additionally features a repair for a bug impacting non-English UTF-8 generations. For customers who need to be routinely upgraded to new GPT-4 Turbo preview variations, OpenAI is introducing the gpt-4-turbo-preview mannequin identify alias, which can level to the most recent GPT-4 Turbo preview mannequin.
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