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3 Oct
Posted by
Nandan
Ledger agent
Organizations strive to optimize their financial processes in today’s business environment by reducing manual interventions. An AI agent is a pivotal tool in this quest, providing automated evaluation of transaction data to identify exceptions and anomalies. This agent effectively monitors account balances, detects deviations, and delivers insightful analyses using natural language queries. By pre…
24 Sep
Posted by
Nandan
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves
Large Language Models (LLMs) have revolutionized various applications, but their performance heavily relies on the clarity of prompts. A new method called “Rephrase and Respond” (RaR) allows LLMs to rephrase and expand questions posed by humans, leading to improved comprehension and more accurate responses.
Ambiguity in Human-LLM Communication
Misunderstandings often arise when humans …
21 Sep
Posted by
Nandan
REAC T : SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS
Large language models (LLMs) have demonstrated impressive capabilities in language understanding and interactive decision-making. However, their abilities for reasoning and acting have primarily been studied separately. A new approach, ReAct, synergizes reasoning and acting in LLMs, allowing them to generate reasoning traces and task-specific actions in an interleaved manner.
Overcoming Limi…