Raindrop integration for AWS Bedrock
Project description
raindrop-bedrock
Raindrop integration for AWS Bedrock (Python). Automatically captures converse() and invoke_model() calls by wrapping the boto3 bedrock-runtime client.
Installation
pip install raindrop-bedrock boto3
Usage
import boto3
from raindrop_bedrock import create_raindrop_bedrock
raindrop = create_raindrop_bedrock(
api_key="rk_...",
user_id="user-123",
)
client = boto3.client("bedrock-runtime", region_name="us-east-1")
wrapped = raindrop["wrap"](client)
response = wrapped.converse(
modelId="anthropic.claude-3-5-sonnet-20241022-v2:0",
messages=[
{"role": "user", "content": [{"text": "Hello!"}]},
],
)
raindrop["flush"]()
What gets captured
- converse(): input messages, output text, model ID, token usage (inputTokens/outputTokens)
- invoke_model(): raw request/response bodies, model ID, token usage (Claude, Titan, and Llama formats)
- Errors: tracked and re-raised to the caller
Options
| Option | Type | Default | Description |
|---|---|---|---|
api_key |
str |
required | Raindrop API key |
user_id |
str |
None |
Associate all events with a user |
convo_id |
str |
None |
Group events into a conversation |
Testing
cd packages/bedrock-python
pip install -e .
python -m pytest tests/ -v
Known Limitations
- InvokeModel body replacement: After consuming the response body stream, it's replaced with a
BytesIOobject. Callers usingStreamingBody.read()will get the same bytes, but the originalStreamingBodyAPI is not preserved. - No
events.*,users.*, orsignals.*APIs — Python SDK limitation. Useraindrop.analyticsdirectly for these features.
Project details
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