LLM Frameworks
AWS Bedrock
Langtrace and AWS Bedrock Integration Guide
AWS Bedrock provides access to high-performance foundation models through a unified API. Langtrace integration with AWS Bedrock allows you to capture and analyze interactions with various foundation models, helping you optimize and monitor your AI applications.
Available Models
Before getting started, you’ll need to request access to the specific foundation models you plan to use through the AWS Console. Visit Supported Models for a list of models available to use with the converse API.
Setup
Install Langtrace SDK
Install and initialize the SDK in your code.
Install AWS SDK
Install the AWS SDK for Python/Typescript:
Usage Example
Troubleshooting
Common Issues
- Model Access: If you receive a “ResourceNotFoundException”, ensure you’ve requested and been granted access to the model.
- Trace Capture: If traces aren’t appearing, verify you’re using the converse API and the Langtrace SDK is properly initialized.
- Region Availability: Some models may not be available in all AWS regions. Check the AWS Bedrock documentation for region availability.
Support
For additional help:
- Visit the AWS Bedrock documentation
- Check the Langtrace documentation
- Contact Langtrace support at [email protected] or https://discord.langtrace.ai/