{"repo":"AspadaX/Thinker","free":true,"listed":false,"github":"https://github.com/AspadaX/Thinker","clone":"git clone https://github.com/AspadaX/Thinker.git","description":"Thinker provides personalized advice using GPT based on your unique context.","language":"Python","stars":27,"topics":["claude","gpt","large-language-models","llms","prompt-engineering"],"license":"MIT","category":"ai-agents","readme_excerpt":"中文版本 Thinker - A Decision Making Assistant Thinker provides personalized advice using Anthropic's Claude AI GPT based on your unique context. This Python script implements a decision making assistant using the Tree of Thoughts prompting technique with the Claude API from Anthropic GPT from OpenAI. It allows the user to iteratively explore potential actions by simulating and discussing interactive advice. FIND ME ON DISCORD! I am pretty sure that guys like you who find this project are talented to make it BETTER! My discord: https://discord.gg/7bmgzFkn Background The Tree of Thoughts is a prompting approach that starts broad and gradually narrows down on useful specific ideas through an iterative cycle of generation, simulation, and ranking. This program follows that pattern: - The user provides a situation - LLM generates potential scenarios - LLM suggests actions for each scenario - The actions are scored by feasibility via simulation - By recursively prompting LLM to simulate and build on its own ideas, the assistant can rapidly explore the space of options and zoom in on targeted, relevant advice. Here is a flowchart that explains how the second generation of Thinker works: A flowchart for the underneath design of Thinker Gen.2 Features - Saves conversation history for contextual awareness - Uses NLP embedding similarity to find relevant past situations - Generates multi-step Tree of Thoughts: - Situational summary - Potential scenarios - Suggested actions - Simulated eval","default_branch":null,"files":null,"tree":[],"storefront":"/r/AspadaX","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AspadaX/Thinker/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}