Inspiration
Johan West, a ML Engineer wants to build awesome models and not data wrangling.
What it does
Leveraging GenAI, this agentic RAG system can resolve null data, insert new columns of data, and perform data correctly automatically.
How we built it
Using LlamaIndex, LlamaParse, Pinecone, Box, Reflex, Arize, VESSL, we created an app that takes care of all three use cases and make the ML engineer's life so much better.
Challenges we ran into
The usual integration and last-minute surprises.
Accomplishments that we're proud of
Built a great application that assists in the making of world-class AI models and reduces toil. Awesome use of the latest and greatest GenAI technologies. Accelerated build, experiment, and produce features.
What we learned
We are at a golden age of rapid innovation. Lets Go! Ask lots of questions and move fast.
What's next for PureML
Improved functionality, partnership with data providers, and VC funding.
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