Agentic Ai Training in Rajpura

Generative Ai Training in Rajpura

Agentic Ai is a new form of artificial intelligence that can think, plan and act independently to achieve goals. Unlike traditional Ai, it uses reasoning, memory and tools to complete complex tasks, automate workflows and make smart decisions with minimal human input.

Agentic Ai Training Programme:- Kickstart your career with our Agentic Ai Training Program in Rajpura at Erginous Technologies . Learn to design autonomous Ai agents, master LLMs and build intelligent workflows using real-world tools like LangChain and RAG.

Foundations of Ai Agents

  • What is Agentic Ai vs Traditional Ai
  • Types of agents: Reactive, Goal-based, Utility-based
  • Agent lifecycle: Perception → Reasoning → Action → Learning
  • Introduction to LLM-powered agents
  • Real-world use cases

LLM Fundamentals for Agents

  • How LLMs work (tokens, context, embeddings)
  • Prompt Engineering basics
  • System vs User prompts
  • Chain-of-Thought reasoning
  • Function calling / Tool usage
  • Limitations of LLMs

Agent Architectures

  • Single-agent vs Multi-agent systems
  • Planning vs Reactive agents
  • ReAct Framework
  • Reflection and self-correction
  • Memory-enabled agents
  • Event-driven vs loop-based agents

Memory in Agentic Systems

  • Short-term vs Long-term memory
  • Vector databases (FAISS, Pinecone, Chroma)
  • Retrieval-Augmented Generation (RAG)
  • Context window management
  • Knowledge graphs & GraphRAG

Tools & Function Calling

  • Tool integration basics
  • APIs as tools
  • Function calling in LLMs
  • Tool selection strategies
  • Building custom tools (Python functions)
  • Error handling & retries

Planning & Reasoning

  • Task decomposition
  • Tree-of-Thoughts & Graph-of-Thoughts
  • Autonomous decision-making
  • Goal tracking & progress evaluation
  • Reflection loops

Frameworks for Agentic AI

  • LangChain agents
  • LangGraph workflows
  • AutoGPT
  • CrewAI
  • Framework comparison

Multi-Agent Systems

  • Collaboration between agents
  • Role-based agents
  • Communication protocols
  • Task delegation
  • Conflict resolution

Evaluation & Monitoring

  • Evaluating agent performance
  • Metrics: Accuracy, Task completion, Latency
  • Observability tools
  • Logging & tracing
  • Human-in-the-loop evaluation

Safety, Guardrails & Ethics

  • Prompt injection attacks
  • Data privacy concerns
  • Guardrails implementation
  • Output validation
  • Bias & ethics

Deployment & Productionization

  • Deployment using FastAPI, Docker
  • Cost optimization
  • Caching strategies

Advanced Topics

  • Autonomous agents
  • Self-improving agents
  • Agents + Computer Vision
  • Agents + Speech
  • Enterprise AI workflows

Projects

  • AI Research Assistant
  • Autonomous Data Analyst
  • Meeting Summarization Agent
  • Customer Support Multi-Agent System
  • Document Processing Agent
  • Healthcare Assistan

Career Opportunities after Agentic Ai Training Program

Unlock exciting career opportunities after completing the Agentic Ai Training Program at Erginous Technologies , including roles like Ai Engineer, Agent Developer, Automation Specialist and LLM Engineer. Build intelligent systems, design autonomous workflows and work with cutting-edge Ai technologies. Enroll now and launch your Ai career.

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