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1. RAG-Demo RAG-Demo Public

   A minimal, end-to-end example of a Retrieval-Augmented Generation (RAG) pipeline using Python, LangChain, OpenAI, and pgvector. It shows how to ingest unstructured documents, index them for semanti…

   Jupyter Notebook 1

2. LLM-eval-benchmark-lab LLM-eval-benchmark-lab Public

   A modular, configurable benchmarking harness for evaluating LLM behavior across tasks, constraints, and model classes.

   Python 1

3. llm-hallucination-detector llm-hallucination-detector Public

   Python 1

4. llm-drift-visualizer llm-drift-visualizer Public

   Mini app for LLM output drift comparison

   Python 1

5. Natural-Scaling-Predictor Natural-Scaling-Predictor Public

   Novel methodology: First comprehensive LLM performance prediction framework Empirical insights: Analysis of 127 LLMs across 15 model families Theoretical advances: Extended scaling laws with emerge…

   Python 1

6. ai-physicist-central-llm ai-physicist-central-llm Public

   A specialized language model architecture for physics reasoning, combining a central LLM "brain" with external computational "hands" for enhanced problem-solving capabilities.

   Python 1