My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"
Noetic Geodesic Framework for AI Reasoning
Multi-round AI expert debate system via MCP - Three thought leaders engage in deep discussions on any topic
Listen to DeepSeek's thinking process in real-time! This script converts DeepSeek's thinking tags (<think>...</think>) to speech using Kokoro TTS, allowing you to hear the model's "thoughts" as it reasons through your questions.
Geometric programming languages built on field theory: WPE/TME (AI reasoning, semantic calculus) and Crystalline (code synthesis, optimization). Physics-based, deterministic.
The Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols
AI Powered Python Coding Assistant with Reasoning/Thinking feature is a Streamlit-based web application that leverages Google Gemini and Groq (DeepSeek-LLaMA) models to assist developers with Python code generation, debugging, and optimization.
This is a "Vector Encyclopedia" project. It transforms knowledge concepts into coordinates in a high-dimensional space, and relationships into directional arrows. This allows the system to associate and reason like a human brain, enabling intelligent Q&A and knowledge discovery that far surpasses traditional keyword search.
WPE/TME: Text-native language for encoding semantic structure and temporal relationships. Geometric calculus with formal semantics. AI reasoning.
Expose Rhetorical Dodges: Prompt toolkit vs. performative complexity—refute claims that 'nuance' excuses evading models, stats, or core insights.
PRISM-9 (Pipeline Reasoning with Integrated Self-Monitoring) is an AI reasoning and pipeline governance framework. It transforms opaque AI workflows into transparent, auditable systems.
[ICML '25] Automatic task generation for compositional causal reasoning (CCR) evaluation in language models.
A dependency graph–driven system for reasoning about failure propagation, blast radius, and architectural risk in complex systems.
An interactive React application to explore and visualize Gemini chat conversations with advanced rendering, sidebar navigation, and local JSON file loading.
An ai I am working on
This repository explores OpenAI’s o1 model, a cutting-edge AI designed for abstract reasoning, coding, and vision-based tasks. It provides insights into o1’s strengths, advanced prompting techniques, task delegation, and real-world applications, enabling developers to build intelligent, high-performance AI-driven solutions.
"My complete LangChain learning journey — from basics to advanced RAG, LCEL, LangGraph, LangServe, LangSmith with hands-on code examples."
🚀 Specify and optimize code synthesis requirements using Crystalline, a deterministic and explainable domain-specific language with geometric field optimization.
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