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- Understanding the AI Agents Ecosystem
Curriculum
- 9 Sections
- 71 Lessons
- Lifetime
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- STORAGE8
- 1.1Weaviate: Open-Source Vector Database30 Minutes
- 1.2Chroma: The AI-Native Open-Source Vector Database30 Minutes
- 1.3Supabase: Open-Source Backend as a Service30 Minutes
- 1.4Qdrant: High-Performance Vector Database and Search Engine30 Minutes
- 1.5Milvus: Open-Source Vector Database30 Minutes
- 1.6Neon – Lighting – Fast AI Storage, Engineered for Brilliance.30 Minutes
- 1.7Pinecone: High-Performance Vector Database30 Minutes
- 1.8Quiz – Storage30 Minutes15 Questions
- MEMORY5
- 2.1MemGPT: Enhancing Language Models with Advanced Memory Management30 Minutes
- 2.2LangMem: Long-Term Memory for Conversational AI30 Minutes
- 2.3Zep: Advanced AI-Powered Memory Management Platform30 Minutes
- 2.4Mem0: AI-Powered Smart Memory and Knowledge Management Platform30 Minutes
- 2.5Quiz – Memory30 Minutes11 Questions
- VERTICAL AGENTS11
- 3.1Decagon: AI-Powered Financial Analysis Agent30 Minutes
- 3.2Cognition: AI Research Assistant for Data Synthesis30 Minutes
- 3.311x: AI Agent for Business Productivity Enhancement30 Minutes
- 3.4Harvey: AI-Powered Legal Research and Contract Analysis30 Minutes
- 3.5Lindy: AI Executive Assistant for Professionals30 Minutes
- 3.6Sierra: AI-Powered Automation and Business Process Management Platform30 Minutes
- 3.7Replit: AI-Powered Cloud-Based Development Platform30 Minutes
- 3.8Please.AI: AI-Powered Text Generation and Content Editing Platform30 Minutes
- 3.9Dosu – Your AI-Powered Code Maintenance and Documentation Assistant30 Minutes
- 3.10Perplexity.AI: AI-Powered Search Engine30 Minutes
- 3.11Quiz – Vertical Agents30 Minutes31 Questions
- TOOL LIBRARIES / SANDBOXES6
- 4.1E2B: AI-Powered Sandbox for Software Development & Testing30 Minutes
- 4.2Modal – The AI Lab in Your Hands.30 Minutes
- 4.3Composio: AI-Driven Workflow Automation & Tool Integration30 Minutes
- 4.4Exa: Web Search and Data Access Platform for AI30 Minutes
- 4.5BrowserBase – Code in the Clouds, Run in Seconds.30 Minutes
- 4.6Quiz – Tool Libraries/Sandboxes30 Minutes5 Questions
- AGENT HOSTING & SERVING7
- 5.0Letta: AI Agent Hosting & Management Platform30 Minutes
- 5.1LiveKit: AI-Powered Real-Time Audio & Video Infrastructure30 Minutes
- 5.2Amazon Bedrock: Serverless AI Model Deployment Platform30 Minutes
- 5.3Agents API: AI-Powered Agent Hosting & Execution30 Minutes
- 5.4Assistant API: AI-Powered Virtual Assistant Framework30 Minutes
- 5.5LangGraph: Low-Level Orchestration Framework for AI Agents30 Minutes
- 5.6Quiz – Agent Hosting & Serving30 Minutes20 Questions
- AGENT FRAMEWORKS21
- 6.1DSPy: AI Model Training & Fine-Tuning Framework30 Minutes
- 6.2LangGraph: AI Workflow Orchestration for Complex Applications
- 6.3LlamaIndex: Data Indexing for Large Language Models (LLMs)30 Minutes
- 6.4Phidata: AI-Powered Data Pipeline Automation30 Minutes
- 6.5CrewAI: Advanced Orchestration Framework for Multiple AI Agents30 Minutes
- 6.6Auto-GPT: Open-Source Application for Autonomous AI Agents30 Minutes
- 6.7Semantic Kernel – Memory, Planning, and Execution in One AI Framework.30 Minutes
- 6.8AutogenAI – AI That Thinks, Links, and Syncs.30 Minutes
- 6.9Praison AI: AI-Powered Multi-Agent Collaboration Framework30 Minutes
- 6.10NVIDIA: AI Frameworks & High-Performance Computing for AI30 Minutes
- 6.11Mirascope: AI-Powered Autonomous Agent Framework30 Minutes
- 6.12Requesty: AI-Powered Workflow Automation & Request Processing30 Minutes
- 6.13Open-Swarm-Net: Decentralized AI Agent Communication Framework30 Minutes
- 6.14Restack: AI-Powered Data Processing & Workflow Automation30 Minutes
- 6.15Twilio: AI-Powered Communication APIs30 Minutes
- 6.16Farama: AI Reinforcement Learning Framework30 Minutes
- 6.17LobeHub: AI-Driven Workspace Automation Platform30 Minutes
- 6.18AWS Labs: AI Agent Framework & Development Tools30 Minutes
- 6.19Haystack: Open-Source NLP Framework for Search and QA30 Minutes
- 6.20Fetch: AI for Decentralized Autonomous Agents30 Minutes
- 6.21Quiz – Agent Frameworks30 Minutes25 Questions
- MODEL SERVING13
- 7.1DeepSeek: AI Model Serving & Optimization Platform30 Minutes
- 7.2Gemini: Google’s Multimodal AI Model30 Minutes
- 7.3SGL: Scalable AI Model Deployment & Inference30 Minutes
- 7.4Anthropic: AI Research & Responsible Model Development30 Minutes
- 7.5Groq: High-Performance AI Acceleration for Enterprise Applications30 Minutes
- 7.6vLLM: High-Performance AI Model Serving for Large-Scale Applications30 Minutes
- 7.7Together AI: AI Acceleration Cloud30 Minutes
- 7.8LM Studio – Turning AI models into Real- World Solutions.30 Minutes
- 7.9Mistral AI: AI and Machine Learning Platform30 Minutes
- 7.10OLLAMA: Local AI Model Deployment Platform30 Minutes
- 7.11OpenAI – Open Possibilities, Evolve intelligence.30 Minutes
- 7.12Fireworks AI: AI Model Optimization and Customization Platform30 Minutes
- 7.13Quiz – Model Serving30 Minutes35 Questions
- OBSERVABILITY7
- 8.1Arize: AI Observability & Model Monitoring30 Minutes
- 8.2Weave: AI Model Debugging & Monitoring Framework30 Minutes
- 8.3LangSmith: AI Testing & Observability Platform30 Minutes
- 8.4AgentOps: A Platform for Reliable and Efficient AI Agents30 Minutes
- 8.5Langfuse: Monitor and Optimize Your LLM Applications30 Minutes
- 8.6Braintrust: AI-Powered Freelance Platform30 Minutes
- 8.7Quiz – Observability30 Minutes10 Questions
- Future Reading1
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