Last refreshed 2026-05-11. Next refresh: weekly.
Why use Amazon Titan Embeddings G1 - Text on AWS Bedrock?
AWS Bedrock offers Amazon Titan Embeddings G1 - Text with pay-as-you-go pricing at $0.10/1M input tokens. AWS Bedrock is Amazon's fully managed foundation-model service, providing unified API access to top models from Anthropic, Meta, Mistral, and other leading AI labs with built-in tools for RAG, fine-tuning, and AI agent development.
Setup recipe
Python + curlpip install boto3export AWS_ACCESS_KEY_ID=...import boto3
client = boto3.client("bedrock-runtime", region_name="us-east-1")
response = client.converse(
modelId="titan-embeddings-g1-text",titan-embeddings-g1-textRequest example
import boto3
# Reads AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_DEFAULT_REGION from env
client = boto3.client("bedrock-runtime", region_name="us-east-1")
response = client.converse(
modelId="titan-embeddings-g1-text",
messages=[{
"role": "user",
"content": [{"text": "Hello"}]
}]
)
print(response["output"]["message"]["content"][0]["text"])Gotchas
- Use Amazon Bedrock model IDs, e.g. "anthropic.claude-3-opus-20240229-v1:0" for on-demand, or cross-region inference profile IDs like "us.anthropic.claude-opus-4-7-20251101-v1:0". These differ from the public model slug.
- The endpoint template includes a region segment; set the same region in your SDK/client configuration.
- The examples expect AWS_ACCESS_KEY_ID; rename it only if your application config maps the new variable.
Pricing
| Type | Price (per 1M) |
|---|---|
| Input tokens | $0.10 |
Capabilities
No model capability flags are currently sourced.
About Amazon Titan Embeddings G1 - Text
Amazon Titan Embeddings G1 - Text available on AWS Bedrock
FAQ
What is the context window for Amazon Titan Embeddings G1 - Text on AWS Bedrock?
Amazon Titan Embeddings G1 - Text supports a 512 token context window on AWS Bedrock.
Who created Amazon Titan Embeddings G1 - Text?
Amazon Titan Embeddings G1 - Text was created by Amazon Web Services (AWS) AI as part of the Titan model family.
Is Amazon Titan Embeddings G1 - Text open source?
Amazon Titan Embeddings G1 - Text is not open source; the seed data lists it as proprietary.