Abstract: Image compression is a fundamental research field and many well-known compression standards have been developed for many decades. Recently, learned compression methods exhibit a fast ...

"to 'think step by step'), few-shot CoT (where the prompt includes several " "worked examples), and self-consistency (where multiple independent reasoning " "paths are sampled and the final answer is ...

Horizontal gene transfer for example bacteria. Transfer of DNA via a plasmid from a donor to a recombinant recipient during cell-to-cell contact. Microbial Genetics and antibiotic resistance.

"""Context Compression demo for langchain-ai/how_to_fix_your_context PR. Tests REAL Headroom compression on realistic retriever tool outputs. No mocks. No API keys ...