libem
libem copied to clipboard
Compound AI toolchain for fast and accurate entity matching, powered by LLMs.
#### What this PR does / why we need it: - Reworked libem serve with OAuth - Accessible at https://serve.libem.org #### Which issue(s) this PR addresses (if any): Addresses #...
All tools should come with a model-free option (e.g., guess and always in libem.match) for unit / integration tests that involves no actual model calls. Once we have this support,...
Configurations may not always be valid. E.g., value out of bound (negative batch size), conflicting or unsupported combinations of configurations (confidence and cot with prompt-level batching) etc. We should catch...
You may find our investigation helpful ;) https://arxiv.org/abs/2405.16884 https://github.com/tshu-w/LLM4EM
#### What this PR does / why we need it: This PR introduces the cascade functionality to Libem, enabling the system to dynamically adjust model usage based on confidence scores....