1. Understand the architecture and working of AI agents and autonomous workflows.
2. Use LangChain to create chains, agents, and memory-enabled LLM applications.
3. Build prompt templates and dynamic chains using OpenAI’s GPT models.
4. Integrate external tools and APIs into agent workflows (e.g., search, math, file access).
5. Use vector databases for document retrieval and contextual augmentation (RAG).
6. Implement custom tools and agents for real-world use cases.
7. Optimize agent reasoning, loop control, and error handling.
8. Deploy agents using APIs, webhooks, or frontend applications.
9. Leverage memory types like ConversationBufferMemory and VectorStoreRetrieverMemory.
10. Design end-to-end autonomous systems such as customer bots, task planners, or AI copilots.

• Design and Deploy a Full-Stack Autonomous Agent
• API Integration, RAG + Memory, Agent Tool Use
• Final Presentation and Review

Upon completing the course, learners will receive a Certificate of Completion – Autonomous AI Agents Development with LangChain & OpenAI by Uplatz. This certification demonstrates your expertise in building intelligent, self-directed AI agents using LangChain and OpenAI’s powerful models. It validates your ability to engineer robust agent systems that perform multistep reasoning, interact with APIs, use memory, and adapt dynamically to changing user needs. The certification highlights your proficiency in modern AI workflows, from tool orchestration to vector-based retrieval and contextual awareness. It strengthens your portfolio for roles like AI Engineer, Agent Developer, Machine Learning Engineer, and LLM Solutions Architect. Whether you are entering the AI field or scaling into specialized roles in generative AI and automation, this certification sets you apart as a forward-thinking practitioner ready for real-world applications.

1. What is an AI agent and how is it different from a chatbot?
   An AI agent can take autonomous actions using tools, memory, and reasoning loops, while a chatbot typically responds passively based on predefined intents or prompts.
2. What is LangChain and why is it important?
   LangChain is a framework for building LLM-powered applications with components like chains, agents, tools, and memory, making it easier to build autonomous systems.
3. What’s the difference between ReAct and Plan-and-Execute agents?
   ReAct combines reasoning and action in one step, while Plan-and-Execute agents separate planning from execution, useful for complex multistep tasks.
4. How do agents use tools in LangChain?
   Agents invoke tools such as APIs, calculators, or search engines by parsing instructions from LLMs and mapping them to function calls.
5. What is vector search and how is it used in AI agents?
   Vector search retrieves semantically similar documents by embedding them and storing them in a vector database (like FAISS or Pinecone) for RAG.
6. What is memory in LangChain and why is it useful?
   Memory enables agents to remember past interactions, user context, or task history, improving coherence across long sessions.
7. How do you deploy an AI agent to production?
   By wrapping the agent in an API using FastAPI or Flask, deploying to the cloud, and integrating it with front-end apps or automation workflows.
8. What are the risks of autonomous agents?
   Hallucinations, API misuse, infinite loops, and unexpected behaviors—mitigated by tool constraints, safety checks, and loop limits.
9. How does OpenAI's function calling feature help agents?
   It lets LLMs call structured functions directly, improving accuracy in tool use and integrating better with backend services.
10. Can agents be connected to real-time environments?
    Yes, using tools like browser search, weather APIs, or IoT devices, agents can interact in real time with external systems.

Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.