update mergeWithLLM workflow to use Claude Sonnet 3.5
#2689
Conversation
WalkthroughThe changes in this pull request involve updates to the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant MergeMembers
participant LLM
participant MergeOrganizations
User->>MergeMembers: Request member merge
MergeMembers->>LLM: Process members with updated REGION and MODEL_ID
LLM-->>MergeMembers: Return merge suggestions
MergeMembers->>User: Provide merge results
User->>MergeOrganizations: Request organization merge
MergeOrganizations->>LLM: Process organizations with updated REGION and MODEL_ID
LLM-->>MergeOrganizations: Return merge suggestions
MergeOrganizations->>User: Provide merge results
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Actionable comments posted: 1
🧹 Outside diff range and nitpick comments (1)
services/apps/merge_suggestions_worker/src/workflows/mergeMembersWithLLM.ts (1)
26-27: LGTM with deployment considerationsThe changes to update the model and region look good, but please ensure:
- The deployment is staged (not directly to production)
- Monitor the initial responses from the new model
- Have a rollback plan in case of unexpected behavior
Consider implementing a feature flag to easily switch between model versions if needed.
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
📒 Files selected for processing (2)
services/apps/merge_suggestions_worker/src/workflows/mergeMembersWithLLM.ts(1 hunks)services/apps/merge_suggestions_worker/src/workflows/mergeOrganizationsWithLLM.ts(1 hunks)
🔇 Additional comments (5)
services/apps/merge_suggestions_worker/src/workflows/mergeOrganizationsWithLLM.ts (2)
25-26: Verify AWS Bedrock region and model availability
The change in region and model version could impact the service availability and performance. Please ensure:
- Claude Sonnet 3.5 is available in us-east-1
- The organization has the necessary permissions in this region
✅ Verification successful
Let me search for AWS region and model configurations to verify if this change aligns with other parts of the codebase.
Region and model configuration is consistent across the codebase
The changes to REGION and MODEL_ID in mergeOrganizationsWithLLM.ts align with the same configurations used in mergeMembersWithLLM.ts. Both files use:
- Region: us-east-1
- Model: anthropic.claude-3-5-sonnet-20240620-v1:0
This indicates a coordinated update of the LLM configuration across the merge suggestion workflows.
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check for any AWS region/model configuration in other files
# to ensure consistency across the codebase
# Search for AWS region configurations
echo "Searching for AWS region configurations..."
rg -g '!*.{log,md}' -i "us-(east|west)-[12]"
# Search for Claude model configurations
echo "Searching for Claude model configurations..."
rg -g '!*.{log,md}' "anthropic\.claude-3"
Length of output: 113617
Script:
#!/bin/bash
# Search for AWS region and model configurations in the codebase
rg -g '!*.{log,md,json}' -i "us-(east|west)-[12]|anthropic\.claude-[0-9]" -A 2 -B 2
Length of output: 1413
25-26: Document the rationale for model change
The switch from Claude-3 Opus to Claude-3.5 Sonnet is a significant change. Please add a comment explaining:
- Why Sonnet was chosen over Opus
- Any expected differences in performance or cost
- Whether this change was validated for accuracy in organization matching
services/apps/merge_suggestions_worker/src/workflows/mergeMembersWithLLM.ts (3)
Line range hint 31-54: Review prompt compatibility with Claude 3.5 Sonnet
The existing prompt is quite detailed and should be tested with the new model to ensure:
- The instruction format is optimal for Claude 3.5 Sonnet
- The prompt length doesn't consume too many tokens from the 2000 max_tokens limit
- The boolean response format ('true'/'false') is still the most effective approach
Consider adding a few test cases to validate the prompt's effectiveness with the new model.
Would you like me to help create a test suite for validating the prompt with the new model?
27-27: Validate Claude model version compatibility
The model ID has been updated to use Claude 3.5 Sonnet. Please ensure:
- The model supports the same input/output format as the previous version
- The token limits (2000 max_tokens) are still applicable
- The anthropic_version parameter is compatible
✅ Verification successful
Model configuration is consistent and compatible
The verification shows that:
- The same model configuration is used consistently across both member and organization merge workflows
- The max_tokens limit of 2000 is maintained
- The anthropic_version parameter is set to 'bedrock-2023-05-31' in both implementations
- The input/output format remains unchanged based on the PROMPT structure
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check for model-specific configurations and dependencies
# Search for other model ID references
rg "anthropic\.claude-3"
# Look for any model configuration files
fd -g "*config*" -x grep -l "MODEL_ID"
Length of output: 1878
Script:
#!/bin/bash
# Let's check the implementation details around these model usages
# Check the context around model usage in both files
rg -B 10 -A 10 "anthropic\.claude-3"
# Look for any anthropic client configuration or version settings
rg -i "anthropic.*version|anthropic.*client"
# Check for token limit configurations
rg -i "max.*tokens|token.*limit"
Length of output: 7945
26-26: Verify AWS region change impact
The change in AWS region from us-west-2 to us-east-1 needs verification to ensure:
- The new region has the required Claude model available
- There are no latency implications for the application
- The AWS credentials have proper access in the new region
✅ Verification successful
Region change is consistent and properly configured
The change from us-west-2 to us-east-1 is part of a consistent pattern across the merge suggestions worker. The region is:
- Properly configured in both member and organization merge workflows
- Correctly passed to the Bedrock client initialization
- Used consistently across all LLM-related activities
- Not dependent on environment variables, making it a deliberate choice for Claude 3.5 Sonnet model
The region change is safe as Claude 3.5 Sonnet is available in us-east-1, and the codebase shows a consistent implementation pattern for AWS Bedrock integration.
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Description: Check for region-specific configurations and references
# Search for other us-west-2 references that might need updating
rg "us-west-2"
# Search for any AWS region configuration files
fd -g "*config*" -x grep -l "region"
Length of output: 1614
Script:
#!/bin/bash
# Let's try a different approach to find AWS region configurations and references
# Search for AWS region related configurations in TypeScript/JavaScript files
rg -t ts -t js "region.*=.*(?:east|west)" -A 2 -B 2
# Search for AWS client configurations
ast-grep --pattern 'new AWS.$_($$${ region: $_ }$$$)'
# Search for environment variables related to AWS region
rg "AWS.*REGION" -A 2 -B 2
# Check for region in configuration files with common extensions
fd -e json -e yaml -e yml -e env -x grep -l "region"
Length of output: 5151
Script:
#!/bin/bash
# Let's specifically check the merge suggestions worker configuration and AWS client setup
# Check for AWS configuration in the merge suggestions worker
rg -t ts -t js "REGION|region" ./services/apps/merge_suggestions_worker/ -A 3 -B 3
# Look for AWS client initialization patterns in the merge suggestions worker
ast-grep --pattern 'new BedrockRuntimeClient({ region: $_ })'
# Check for environment variable usage in the merge suggestions worker
rg "process\.env.*REGION" ./services/apps/merge_suggestions_worker/ -A 2 -B 2
# Look for any configuration files in the merge suggestions worker
fd -e json -e yaml -e yml -e env -e ts "config" ./services/apps/merge_suggestions_worker/
Length of output: 6840
services/apps/merge_suggestions_worker/src/workflows/mergeOrganizationsWithLLM.ts
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