traceloop / traceloop/openllmetry
🚀 Feature: Log prompts while preserving user PII with Presidio
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 7.4k
- Forks
- 1.1k
- Avg merge
- 8d 14h
- Merged PRs (30d)
- 2
Description
Which component is this feature for?
All instrumentations backend
🔖 Feature description
Remove PII from prompts before sending it, with Presidio.
🎤 Why is this feature needed?
Today, either we log prompts to monitoring backend or nothing. Monitor those details are important for prompt quality and A/B testing. But, this includes sending PII to the monitoring backend, which is in most companies not conceived to handle this type of data (GDPR if you hear me).
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files or tests are named. Start by reviewing the backend instrumentations and the Presidio integration requirements; determine where prompts are sent to the monitoring backend. Done means prompts are PII-redacted before transmission while prompt logging remains available for quality monitoring and A/B testing.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- backend, observability-sre, security
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100