Azure OpenAI Embeddings
Prerequisite
Create your Azure OpenAI and wait for approval approximately 10 business days
Your API key will be available at Azure OpenAI > click name_azure_openai > click Click here to manage keys
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-72057c9d27157f7a6505d2e485b8ebfcce94d92f%252F1.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=8e48569c&sv=1)
Setup
Azure OpenAI Embeddings
Click Go to Azure OpenaAI Studio
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-7b13de5666fb6760c85f7fc9bf0ba301b7233c25%252F2.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=7af8f49f&sv=1)
Click Deployments
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-ca86df36af6c3b809b33f4b31f1cc295ff054d3f%252F3.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=7aa272f9&sv=1)
Click Create new deployment
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-1ab63c852f1ab95a2b6b3bc281180ad83537a6c2%252F4.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=c9888c49&sv=1)
Select as shown below and click Create
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-e2cba6abaf7c44a578600333bb206a02ee33bb4a%252F1.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=1f89bf6&sv=1)
Successfully created Azure OpenAI Embeddings
Deployment name:
text-embedding-ada-002
Instance name:
top right conner
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-146bef6f93561b19b6f5e86096d7cf711bb05660%252F2.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=761c9ae1&sv=1)
Flowise
Embeddings > drag Azure OpenAI Embeddings node
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-bfca03d6f337b1cfa0d081adcad2adf8d6c0e5d9%252F3.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=5c8f0727&sv=1)
Connect Credential > click Create New
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-39f7eaa4abd5eb0b412c546e04b3baa34da0052c%252F4.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=7a15326&sv=1)
Copy & Paste each details (API Key, Instance & Deployment name, API Version) into Azure OpenAI Embeddings credential
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-a6a0b63013f215f8d3d6d99009569600ac485e4a%252F5.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=de39bac3&sv=1)
Voila 🎉, you have created Azure OpenAI Embeddings node in Flowise
![](https://docs.flowiseai.com/~gitbook/image?url=https%3A%2F%2F1820151947-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252Fy8ifwt9BYklr92KDdr48%252Fuploads%252Fgit-blob-ba561ad06c30c3d52d997de67a3e9c15b444c02c%252F5.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=1803e046&sv=1)
Resources
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