Test Prep

AI Agents

AI Agent Programming
1. manual workflows
2. Automate Workflows with fast execution

Beginner-friendly: CrewAI, Flowise, LangFlow

Python-Based Frameworks:
LangChain - Most popular, extensive ecosystem, tool integrations
CrewAI - Role-based agents, collaborative workflows
AutoGen (Microsoft) - Multi-agent conversations, code execution
Haystack - RAG-focused, production-ready pipelines
LlamaIndex - Data indexing and retrieval, fast querying
Semantic Kernel (Microsoft) - Cross-platform, plugin architecture
LangGraph - State machines for complex agent workflows
PydanticAI - Type-safe, fast Python agents
Agency Swarm - OpenAI Assistants API wrapper
AutoGPT



JavaScript/TypeScript:
LangChain.js - JavaScript port of LangChain
Vercel AI SDK - Streaming, React integration, fast UI
Flowise - Visual drag-drop agent builder
LangFlow - Visual programming for LangChain


Specialized/Emerging:
Phidata - Database-aware agents, structured data
Swarm (OpenAI) - Lightweight multi-agent orchestration
TaskWeaver (Microsoft) - Code-first agent framework
OpenDevin - Software development agents
MetaGPT - Multi-agent software company simulation
AgentGPT - Browser-based autonomous agents


RAGs - tutorials, YouTube videos, PDFs can be used a RAG (remote augmented retrieval)

MCP - layer protocol API-handler interface

Python

Open Manus
https://github.com/FoundationAgents/OpenManus
https://github.com/FoundationAgents
https://github.com/FoundationAgents/MetaGPT - agent

https://github.com/henryalps/OpenManus
Auto-GPT – Fully autonomous AI agent.

LlamaIndex – Data management for AI agents.

n8n

https://n8n.io/workflows/
Grok can design workflows

Langchain

https://n8n.io/integrations/webhook/
https://docs.n8n.io/integrations/builtin/core-nodes/
https://supabase.com/docs/guides/getting-started/mcp
supabase (airtable)

AI AGENT PLATFORMS

https://pipedream.com/

https://github.com/FlowiseAI/Flowise
Flowise, like n8n

https://github.com/HenryHengZJ
lead coder on flowise

make
VectorShift
Zapier


SalesForce - AgentForce

You.com - Agent Builder

https://platform.openai.com/docs/guides/agents-sdk
https://openai.github.io/openai-agents-python/
OpenAI agent SDK
https://github.com/pinokiofactory/comfy
comfyui

General Agents, ACE (similar to operator, open ai)

https://docs.agno.com/introduction

Landing Pages

Text Generation, writing
- sentence structure, variability, AI detection, humanization
RAGs, PDFs, Texts, Web Scraping

Articles, Social Media Posts (text)
MCP
Kids Books (images)
Kids Books (Chapters of Big Movie)
Book, Movie Script, Game - Big Movie
Output entire formatted web pages with seo keyword optimization.
Animation
OTHER LANGUAGES
Images, Text, Layout, Sales Copy
Ai-generated Videos
AI NEWS
AI SUCCESS
Question and Answer (Q and A)

Course content on the website, stand-alone course, app, book
Language App, English ESL - lessons
EQ - stories
chatbots

Quora
WikiHow
Wikipedia

Crypto Education
List of coins
Functionality
Community
CoinMarketCap, Financial Data

Automated video production

Animation

https://github.com/3b1b/manim
Open source Python library for animation

https://github.com/3b1b/3Blue1Brown.com
https://github.com/3b1b
WordTrance.com