AI Agent Skills

Kheish: A multi-role LLM agent for tasks like code auditing, file searching, and more seamlessly leveraging RAG and extensible modules.

This repository includes code and demos for session "Unlock insights with AWS GenAI services" (re:Invent BOA303)

Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog

Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation

Turn chat-pasted text/links into a verified, translated, searchable wiki knowledge base. When a user pastes a link or text (in ANY channel — Discord, Slack, CLI, etc.),…

Use this when adding evaluation to an LLM/agent app - measuring output quality (correctness, faithfulness, relevance, safety) rather than just watching traces. Trigger o…

Use this to build or change an LLM feature the reliable way, by writing evals first and iterating against them, instead of tweaking prompts by vibes. Trigger on "how do…