WhyLabs Private Beta: Real-time, No-code, Cloud Storage Data Profiling
Blog post from WhyLabs
WhyLabs has introduced a no-code integration option for its cloud storage data profiling tool, allowing users to bypass the need to integrate whylogs into their data pipeline. The first iteration of this solution is aimed at users who already have most of their data in cloud storage (starting with S3/AWS), don't want to invest any development time into profiling their data with whylogs, and don't mind permitting WhyLabs to ingest from their S3 bucket. The onboarding experience involves adding a policy to an S3 bucket that lets the company download data, adding a special tag to the S3 bucket, enabling S3 events directed at WhyLabs' SNS topic, specifying which column in your dataset represents time, and specifying the types of columns if needed.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 12 | 131 | 27 | 14 | -6% |
| AI Guardrails | 3 | 45 | 38 | 9 | +15% |
| Real-time | 3 | 1,416 | 402 | 135 | -15% |
| Observability | 2 | 1,108 | 204 | 63 | -14% |
| RAG | 2 | 11 | 8 | 4 | -52% |
| Data Pipeline | 1 | 332 | 113 | 50 | -47% |
| Serverless | 1 | 1,069 | 129 | 64 | +56% |
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