macklinkachorn

6 ms·

31.
by macklinkachorn 2y ago
Thanks! Always surprised to see how many dodgy PDFs and scans there is in enterprises.
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by macklinkachorn 2y ago
Appreciate the note. 1. I completely agree. Last-mile accuracy is crucial for enterprise buyers, and the challenge isn't just the AI. It's about mapping their business logic and workflows to the product in a way that demonstrates
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by macklinkachorn 2y ago
Exact accuracy depends on the domain and tasks. Processing emails will naturally have higher accuracy than 150+ pages of private credit documents. Generally, we see 95%+ accuracy out of the box and can go up to 99%+ with fine-tuning, and hu
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by macklinkachorn 2y ago
Maintaining the right level of accuracy across different domain is quite hard and something we spend a lot of time on. The accuracy bar tends to be quite high for financial services so we're adding some validation steps and checking to
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by macklinkachorn 2y ago
We use a combination of fine-tune LLMs models that're specialized at extraction, data validation and parsing and large foundational models for more general reasoning tasks. Model routing architecture has been quite interesting to explo
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by macklinkachorn 2y ago
Glad to see people experiencing similar problems! We previously spend way too much time building and maintaining document processing pipeline that doesn't really scale.
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Launch HN: Trellis (YC W24) – AI-powered workflows for unstructured data
234 points by macklinkachorn 2y ago|116 comments
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Trellis (YC W24) is hiring eng to build AI workflows for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) is hiring engineer to build AI-powered ETL for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) is hiring engineer to build AI-powered ETL for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) is hiring engineer to build AI-powered ETL for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) is hiring a founding engineer – build ETL for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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by macklinkachorn 2y ago
Airbyte mostly focuses on data integration. We built an end to end pipeline for unstructured data from extraction with vision model, transformation and validating the output schema.
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by macklinkachorn 2y ago
Thank you! We distributed the workload across many cluster so it should take roughly the same with 1M emails.
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Trellis (YC W24) is hiring Founding Eng to build ETL for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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Show HN: Trellis, ETL specifically for unstructured data(demo.runtrellis.com)
3 points by macklinkachorn 2y ago|5 comments
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by macklinkachorn 2y ago
Thank you! One of our users used it to compare travel insurance policies.
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Show HN: We made Trellis – a way to run SQL query on your unstructured data(demo.runtrellis.com)
8 points by macklinkachorn 2y ago|3 comments
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Trellis (YC W24) is hiring Founding Eng to build snowflake for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago