- Introduction
- Quick Start Guide
- Make a request
- Chat Models
- ChatGpt
- ChatGPT (Audio)
- ChatGPT (Chat)
- Chat completion object
- Create chat completion (streaming)
- Create chat completion (non-streaming)
- Create chat image recognition (streaming)
- Create chat image recognition (streaming) base64
- Create chat image recognition (non-streaming)
- Function calling
- N choices
- Create chat function call (only non-streaming)
- Create structured output
- ChatGPT (Completions)
- ChatGPT(Embeddings)
- Anthropic Claude
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- Image Models
- GPT-IMAGE-1
- MJ
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- Flux
- Recraft API
- Models use Dall-e Format
- DALL·E 3POST
- Video Models
- Kling Video
- Runway ML Video
- Luma Video
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- Google Veo
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- Python Samples
- python openai official library (using AutoGPT, langchain, etc.)
- Python uses speech to text
- Python uses text to speech
- Python uses Embeddings
- python calls DALL·E
- python simple call openai function-calling demo
- python langchain
- python llama_index
- Python uses gpt-4o to identify pictures-local pictures
- python library streaming output
- Python uses gpt-4o to identify images
- Plug-in/software usage tutorials
- Help Center
- Tutorials
Create embed
POST
/v1/embeddings
Request
Header Params
Authorization
string
optional
Example:
Bearer {{YOUR_API_KEY}}
Body Params application/json
model
string
required
input
string
required
Example
{
"model": "text-embedding-ada-002",
"input": "The food was delicious and the waiter..."
}
Request samples
Shell
JavaScript
Java
Swift
Go
PHP
Python
HTTP
C
C#
Objective-C
Ruby
OCaml
Dart
R
Request Request Example
Shell
JavaScript
Java
Swift
curl --location --request POST '/v1/embeddings' \
--header 'Authorization: Bearer {{YOUR_API_KEY}}' \
--header 'Content-Type: application/json' \
--data-raw '{
"model": "text-embedding-ada-002",
"input": "The food was delicious and the waiter..."
}'
Responses
🟢200Create embeddings
application/json
Body
object
string
required
data
array [object {3}]
required
object
string
optional
index
integer
optional
embedding
array[number]
optional
model
string
required
usage
object
required
prompt_tokens
integer
required
completion_tokens
integer
required
total_tokens
integer
required
prompt_tokens_details
object
required
completion_tokens_details
object
required
input_tokens
integer
required
output_tokens
integer
required
input_tokens_details
null
required
Example
{ "object": "list", "data": [ { "object": "embedding", "index": 0, "embedding": [ 0.0022756963, -0.009305916, 0.015742613, -0.0077253063, -0.0047450014, 0.014917395, -0.009807394, -0.038264707, -0.0069127847, -0.028590616, 0.025251659, 0.018116701, -0.0036309576, -0.02554366, 0.00055543496, -0.016428178, 0.02828592, 0.0054083494, 0.009610611, -0.016415482, -0.015412526, 0.004272088, 0.0069953064, -0.007223828, -0.0039007403, 0.018573744, 0.008734611, -0.022699833, 0.011508612, 0.023893224, 0.015602961, -0.0035706533, -0.034963835, -0.0041514793, -0.026178442, -0.02150644, -0.0057066972, 0.011768873, 0.008455306, 0.004129262, 0.019157745, -0.014358787, 0.008982176, 0.0063605234, -0.04570436, 0.017900875, -0.005570219, -0.0007716578, -0.02215392, -0.0039229575, 0.02101131, -0.017608874, -0.011699047, -0.02256018, 0.01633931, 0.017164527, -0.00838548, 0.0015901309, 0.02507392, -0.024997747, 0.007807828, 0.005798741, -0.022115832, 0.002948566, -0.0061764363, -0.025556356, -0.008074437, 0.0010585003, 0.00023824192, 0.004637088, 0.02071931, 0.013393917, 0.004608523, -0.015996527, 0.016555134, -0.008950437, -0.007553915, 0.01364783, -0.0069826106, 0.0052940883, 0.009921655, -0.04590749, 0.0030453703, 0.023982093, 0.023080703, 0.0070016542, -0.023550441, 0.009934351, -0.006563654, -0.03328801, -0.0026994138, 0.019919483, 0.0016885222, 0.0010561198, -0.02264905, 0.0049862186, 0.015374439, 0.03153601, -0.005459132, -0.015983831, -0.00515761, 0.019894093, -0.009331307, -0.006189132, -0.03118053, -0.009483655, -0.015234787, -0.028819138, 0.021024005, -0.018269049, -0.002910479, 0.012765482, 0.005129045, -0.049640015, -0.0429621, -0.0004479186, 0.021531831, -0.016885223, 0.006525567, -0.04141323, 0.0008998046, 0.033465747, 0.012911482, -0.010518351, -0.0005959023, 0.018396005, 0.000059461294, -0.013140003, 0.011965656, 0.005767002, 0.007103219, 0.008652089, 0.018446788, -0.0008775872, -0.01917044, 0.021912701, -0.029733226, -0.0042593926, 0.0014933265, -0.005116349, 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Modified at 2025-05-25 14:46:03