OpenAI : Embeddings, GPT-3.5 Discount, & Moderation

OpenAI, the renowned research lab pushing the boundaries of artificial intelligence, has unveiled a treasure trove of updates that promise to democratize access to powerful language models and foster safer online communities. Let’s dive deep into these exciting advancements:

Embedding the Future: Text-Embeddings Get Smarter and Cheaper

OpenAI’s latest offering in the embedding domain comes in two flavors: text-embedding-3-small and text-embedding-3-large. These new models redefine the game, boasting significant performance improvements and cost reductions compared to their predecessors.


This mighty mite packs a punch, designed specifically for resource-constrained environments. It’s a whopping 5 times more efficient than its older sibling, text-embedding-ada-002, making it ideal for edge devices and mobile applications. And the best part? It comes at a budget-friendly price of just $0.00002 per 1,000 tokens.


Don’t let the “small” in its sibling fool you. Text-embedding-3-large is a powerhouse, generating embeddings with up to 3,072 dimensions, perfect for tasks requiring high accuracy and nuance. While slightly more expensive at $0.00013 per 1,000 tokens, it delivers exceptional value for computationally intensive tasks like text classification and retrieval.

GPT-3.5 Turbo Gets a Turbocharged Price Cut

Open the champagne! OpenAI has slashed the price of their popular GPT-3.5 Turbo model by a staggering 50%. This opens up a world of possibilities for developers and researchers who were previously priced out of this powerful language model.

Imagine generating human-quality text, translating languages with remarkable fluency, or crafting captivating creative content – all at a significantly lower cost. With the new pricing structure, starting at $0.0010 per 1,000 tokens for input and $0.0020 for output, these capabilities are now within reach for a wider audience.

Moderation API: Building a Safer Online World

In a world grappling with online toxicity, OpenAI’s Moderation API emerges as a beacon of hope. This still-in-beta tool empowers developers to proactively identify and remove harmful content from their applications, fostering safer and more inclusive online communities. Imagine an API that can:

Pinpoint harmful text: Hate speech, bullying, and threats are automatically flagged, giving developers the power to act swiftly.

Cleanse your platform: Harmful content is swiftly removed, ensuring a positive user experience.

Gain valuable insights: Understand the types of harmful content being flagged, allowing for targeted interventions and improved moderation strategies.

This is just the beginning. OpenAI is continuously refining the Moderation API, making it a cornerstone in the fight against online negativity.

Beyond the Headlines: The Broader Impact

These updates from OpenAI go beyond mere technological advancements. They represent a paradigm shift, democratizing access to powerful language models, promoting responsible AI development, and fostering a more positive online environment.

With these innovations, OpenAI is laying the groundwork for a future where AI truly empowers individuals and communities, paving the way for a brighter and more inclusive digital world.

So, buckle up, the future of AI is here, and it’s looking brighter than ever!

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