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1. ai-dictionary ai-dictionary Public

   An interactive Knowledge Graph of AI concepts. Discover how ideas connect and read about the field's evolution here. The website is live...

   TypeScript

2. scalable-agentic-rag-pipeline scalable-agentic-rag-pipeline Public

   🤖 A production-grade agentic RAG pipeline with hybrid retrieval (vector + graph), and vLLM-backed LLM inference deployed at scale on AWS EKS using Ray, Kubernetes, and Terraform with observability …

   Python

3. cold-mail-generator cold-mail-generator Public

   🎯 A RAG-powered cold email generator for Master's and PhD applicants — scrapes professor profiles, matches research interests, and crafts personalized outreach emails using vector search and LLM.

   Python 1

4. betterdb-rag-observability betterdb-rag-observability Public

   📊 A FastAPI RAG pipeline exploring Redis/Valkey observability with BetterDB — semantic caching, rate limiting, and latency attribution with MCP-powered debugging.

   Python

5. agentic-architectures-design agentic-architectures-design Public

   🧠 SOTA agentic design patterns implemented end-to-end in LangChain and LangGraph — from single-agent reflection to self-improving systems, with LangSmith tracing throughout.

   Jupyter Notebook

6. ml-inference-engineering ml-inference-engineering Public

   🛠️ Collection of experiments on model optimization, inference acceleration, benchmarking and serving.

   Jupyter Notebook