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text-embedding-ada-002 - In-Depth Overview

OpenAI · Ada

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Model ID: text-embedding-ada-002

Get all the details on text-embedding-ada-002, an AI model from OpenAI. This page covers its token limits, pricing structure, key capabilities such as Recommendations, Anomaly Detection, Classification, available API code samples, and performance strengths.

Key Metrics

Input Limit

No data tokens

Output Limit

No data tokens

Input Cost

$0.10/1M

Output Cost

N/A/1M

Sample API Code

from openai import OpenAI;client = OpenAI();response = client.embeddings.create(input="Your text string goes here",model="text-embedding-ada-002");print(response.data[0].embedding)

Required Libraries

openai
openai

Notes

text-embedding-ada-002 is an improved, more performant version of the original Ada embedding model. Embeddings are a numerical representation of text that can be used to measure the relatedness between two pieces of text.

Supported Data Types

Input Types

text

Output Types

json

Strengths & Weaknesses

Exceptional at

semantic similarity
text representation

Good at

search
clustering
recommendations
anomaly detection
classification

Additional Information

Latest Update

Dec 1, 2022

Knowledge Cutoff

No data