macklinkachorn

7 ms·

1.
Trellis AI (YC W24) hiring a product lead to build agents for healthcare access(ycombinator.com)
1 points by macklinkachorn 3mo ago
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Trellis AI (YC W24) Is hiring engineers to build self-improving agents(ycombinator.com)
1 points by macklinkachorn 5mo ago
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Trellis AI (YC W24) is hiring deployment lead to accelerate medication access(ycombinator.com)
1 points by macklinkachorn 7mo ago
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Trellis AI (YC W24) is hiring engineers to build AI agents for healthcare access(ycombinator.com)
1 points by macklinkachorn 9mo ago
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Trellis AI (YC W24) Is Hiring: Streamline access to life-saving therapies(ycombinator.com)
1 points by macklinkachorn 10mo ago
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Trellis (YC W24) Is Hiring founding SDR to help automate healthcare paperwork(ycombinator.com)
1 points by macklinkachorn 1y ago
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Trellis (YC W24) Is Hiring Eng to Build the Best AI Agents for PDF(runtrellis.com)
1 points by macklinkachorn 2y ago
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by macklinkachorn 2y ago
In my previous role, I have experienced similar things where the rule-based parsing approach is really tricky to get right and often failed via from edge cases. We (at https://runtrellis.com/ ) have been building PDF process
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Trellis (YC W24) Is Hiring(runtrellis.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) Is Hiring Eng to Automate PDFs Task at Scale(ycombinator.com)
1 points by macklinkachorn 2y ago
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Trellis (YC W24) is hiring eng to turn documents into database(ycombinator.com)
1 points by macklinkachorn 2y ago
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Running Semantic query over YC job posting(postgresml.org)
1 points by macklinkachorn 2y ago|0 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 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 eng to build AI workflows for unstructured data(ycombinator.com)
1 points by macklinkachorn 2y ago
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by macklinkachorn 2y ago
The users specify the schema and output format and a validation rule and we make sure the system adheres to that.
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by macklinkachorn 2y ago
That’s awesome. Curious to hear your use cases and also happy to share notes on what we see work well. Feel free to ping me (email in Bio)
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by macklinkachorn 2y ago
Super cool! This aligns with our experiences. These tools are great and can get to near 100% of accuracy but it's quite a lot of work on the Eng side to get it there reliably.
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by macklinkachorn 2y ago
Great to hear that you worked saw similar use cases. Doing this before LLMs seem like a big challenge.
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by macklinkachorn 2y ago
Yes, we combine LLMs as a judge with traditional checks like reverse search in original data sources, defining your own post-processing logic, and simple classifier for confidence score.
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by macklinkachorn 2y ago
A few that we experience as we’re building Trellis out: 1. Managing end-to-end workflows from integrating with data sources, automatically triggering new runs when there’s new data coming in, and keeping track of different business logic th
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by macklinkachorn 2y ago
Unstructured seems to be focusing a lot on the document chunking and data ingestion into RAGs part. Trellis handles the process end-to-end from extraction to transforming the data into the schema that you need for downstream applications.
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by macklinkachorn 2y ago
NER is good for really simple things (like getting names, addresses, etc.). A lot of the use cases that we see, like extracting data from nested tables in 100-page-long private credit documents or flagging transactions and emails that conta
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by macklinkachorn 2y ago
Yes, HIPAA compliance is on the roadmap and should be out in a few weeks. We spent a lot of time on healthcare/sensitive data use cases. Google Document AI and Watson SDU seem to be an afterthought for IBM/Google. The accuracy and
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by macklinkachorn 2y ago
Getting a lot of love from HN so the demo site and data processing might slow down by quite a bit. We're fixing it right now!
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by macklinkachorn 2y ago
Good question and we have seen this extraction workflow a lot in financial services. We just added table mode to the product (select table in transformation parameters) where we extract table structure in the documents that match that schem
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by macklinkachorn 2y ago
Totally! The structured extraction from AI is only a small part in the product. Beyond the list above we also built 1. Custom validation that allows end users to validate outputs with their own logic 2. Manage different workflows (monitori
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by macklinkachorn 2y ago
Thanks! We also start to see the patterns where search systems are being improved with filters and hierarchy level metadata. Another use case that people use Trellis for is ingesting data into their downstream LLMs applications.
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by macklinkachorn 2y ago
We face similar challenges you listed and handle all of the above. 1. Out of the box OCR doesn't perform as well for complex documents (with tables, images, etc.). We use vision model to help process that documents. 2. Recall (for lon
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by macklinkachorn 2y ago
Please let me know the issues and happy to get it set up correctly for you. I'm at mac@runtrellis.com

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