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1. rag-techniques-playbook rag-techniques-playbook Public

   A comprehensive catalog of 34 Retrieval-Augmented Generation (RAG) techniques. Features Python pseudocode, pros/cons, and architecture concepts ranging from basic retrieval to advanced agentic RAG,…

   53 10

2. loraxbench-batak-gpt52-eval loraxbench-batak-gpt52-eval Public

   Evaluating GPT-5.2 on Batak Toba Language Accuracy and Multi-Metric Analysis with BLEU, METEOR, ROUGE, BERTScore, and COMET

   Python 2

3. batak-safety-benchmark batak-safety-benchmark Public

   BatakJailbreakBench: A Low-Resource Batak Toba Safety Benchmark for Jailbreak Resistance and Refusal–Leakage Behavior in LLMs

   Python 1

4. ai-topic-interview-email-agent ai-topic-interview-email-agent Public

   AI email agent that reads interview topics from a public Google Sheet (CSV), generates 10 Q&A with OpenAI, and sends them to your inbox via SMTP. Built with Python, Requests, python-dotenv, and Ope…

   Python 3 1

5. retail_rag_sim retail_rag_sim Public

   An enterprise-grade Multi-Agent RAG system using LangGraph (Planner-Executor-Verifier). Features hybrid retrieval (Chroma+BM25+Re-ranking), external tool calling (SQL, APIs, Email), hallucination-r…

   Python 1

6. langchain-local-rag-qa-handbook langchain-local-rag-qa-handbook Public

   A 100% local Question Answering (QA) system built with LangChain RAG. This project loads a QA handbook PDF, creates embeddings locally, stores them in FAISS, and answers questions using a local LLM…

   Python 3 1