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athekunal

29 karma · joined May 18, 2024

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athekunal··on Intervaltree with Rust Back End
I built a project that implemented intervaltree in Rust and exposed PyO3 bindings as a drop-in replacement for Python's native intervaltree. It is significantly faster, and I will be adding more features, such as AVL and red-black trees for balancing.
athekunal··on Hierarchical Documentation Agents for function calling and discovery
Hi everyone I wanted to share this project that I am currently building, where I am building a hierarchical graph structure for the documentations of different packages. The function discovery part in function calling is the trickiest part as just dense retrieval won't help a lot. Rather we can build all the documentation into a hierarchical graph, and based on the function definitions, we can jump to the nodes that are relevant and narrow down our search space. I am hoping to brainstorm more about it and currently, it supports sklearn, pandas, and OpenBB. Working on huggingface and Ray.