crewai

📽️ Code from tutorials presented on the "Code AI with Rok" YouTube channel

An introduction to the world of AI Agents

Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.

Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protocol. Any framework. Any provider.

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

Structured Data Extractor for AI Agents. Search your documents or the web for specific data and get it back in JSON or Markdown in a single tool call.

Explore the must-have external ready-made toolkits to integrate with your AI agents built with Python and TypeScript

Automate complex business workflows with our Multi-AI-Agent Systems using crewAI. This framework leverages autonomous, role-specific AI agents to collaboratively perform multi-step tasks, enhancing efficiency and accuracy across various domains. Ideal for applications in resume tailoring, website design, research, customer support, and more.

OWASP Foundation web repository

Fenix Ai Trading Bot with LangGraph and ollama and multipe providers

Implementing Ollama and Agents to create a blogging bot

AI Agent Work shop include Agent from Corepython, using CrewAI and Using SmolAgent

AI Engineering Specially Topics- Agentic AI & GenAI Explanation

Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min

Governance-as-Code for AI agents. Declarative constraints with deterministic enforcement. Provisioning Identity, Tool-based rules, Brokering Credentials & Ensuring safe deployment

152 open-source tools to run LLMs 100% locally – no cloud, no API keys, no censorship

Open Source A2A Protocol Adapter SDK for Different Agent Frameworks and Harnesses

The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.

Design Patterns for Multi Agents Frameworks Like Autogen, Langraph, Taskweaver, Crewai,etc

RAG boilerplate with semantic/propositional chunking, hybrid search (BM25 + dense), LLM reranking, query enhancement agents, CrewAI orchestration, Qdrant vector search, Redis/Mongo sessioning, Celery ingestion pipeline, Gradio UI, and an evaluation suite (Hit-Rate, MRR, hybrid configs).