"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 ...

Abstract: Recent advances in Synthetic Aperture Radar (SAR) sensors and innovative advanced imagery techniques have enabled SAR systems to acquire very high-resolution images with wide swaths, large ...

Abstract: The integration of high-resolution radars in vehicles with central processing systems has significantly increased data volume in sensor networks. To address this issue, researchers have ...

"""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 ...