[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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Updated
Jun 22, 2024 - Python
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.com/servers/agora-999382051935506503
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The Tree of Thoughts (ToT) framework for solving complex reasoning tasks using LLMs
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ToK aka Tree of Knowledge for Large Language Models LLM. It's a novel dataset that inspires knowledge symbolic correlation in simple input and output prompts
Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by self-evaluation.
SynthToT: Generate synthetic dataset for your training dataset through deliberate problem-solving et al S Yao, 2023.
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Script for chatgpt chain-prompting + tree of thoughts method
ragTAG is a conversational AI script that creates a roundtable dialogue between user assigned characters with their own different objectives and perspectives.
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