Advanced RAG with LlamaParse and LangChain Training Course
Master the intricacies of Advanced Retrieval-Augmented Generation systems with our specialized course. Dive deep into cutting-edge techniques such as LlamaParse for data interpretation and Langchain for system customization. Enhance your expertise in deploying robust, scalable RAG applications tailored to diverse industry needs.
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Corporate Pricing
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Training Provider Pricing
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What you'll learn
- Analyze real-world case studies and design solutions for industry-specific challenges
- Implement advanced data handling techniques for effective information retrieval
- Customize and optimize RAG systems using Langchain for specific application scenarios
- Set up an optimized development environment using LlamaParse
- Evaluate the performance and relevance of RAG outputs
- Understand the core concepts and components of Advanced Retrieval-Augmented Generation systems
- Build hands-on mini RAG applications using integrated tools
- Integrate knowledge graphs to enhance context accuracy in RAG responses
Why should you attend?
This course provides an in-depth exploration into Advanced Retrieval-Augmented Generation (RAG) systems, focusing on enhancing AI applications through advanced techniques and integrations. The curriculum begins with a foundational understanding of RAG, detailing the differences between basic and advanced implementations and introducing key components such as retrieval systems, language models, and integration approaches. As participants progress, they will set up their own RAG environment using LlamaParse for parsing and interpreting data, configuring a development environment optimized for these applications. The course also covers efficient data handling techniques using vector databases in conjunction with LlamaParse. Further modules delve into advanced data handling, customization using Langchain to optimize RAG systems for specific scenarios, and integrating knowledge graphs for improved context and accuracy in responses. Practical sessions include building mini RAG applications and assessing output quality through various evaluation metrics. The course culminates in exploring practical applications across industries like healthcare and e-commerce, highlighting real-world case studies and discussing strategies for scaling RAG systems effectively.
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Ratings and Reviews
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
FAQ
Frequently Asked Questions About This Course
Why should you attend?
This course provides an in-depth exploration into Advanced Retrieval-Augmented Generation (RAG) systems, focusing on enhancing AI applications through advanced techniques and integrations. The curriculum begins with a foundational understanding of RAG, detailing the differences between basic and advanced implementations and introducing key components such as retrieval systems, language models, and integration approaches. As participants progress, they will set up their own RAG environment using LlamaParse for parsing and interpreting data, configuring a development environment optimized for these applications. The course also covers efficient data handling techniques using vector databases in conjunction with LlamaParse. Further modules delve into advanced data handling, customization using Langchain to optimize RAG systems for specific scenarios, and integrating knowledge graphs for improved context and accuracy in responses. Practical sessions include building mini RAG applications and assessing output quality through various evaluation metrics. The course culminates in exploring practical applications across industries like healthcare and e-commerce, highlighting real-world case studies and discussing strategies for scaling RAG systems effectively.
What you'll learn
- Analyze real-world case studies and design solutions for industry-specific challenges
- Implement advanced data handling techniques for effective information retrieval
- Customize and optimize RAG systems using Langchain for specific application scenarios
- Set up an optimized development environment using LlamaParse
- Evaluate the performance and relevance of RAG outputs
- Understand the core concepts and components of Advanced Retrieval-Augmented Generation systems
- Build hands-on mini RAG applications using integrated tools
- Integrate knowledge graphs to enhance context accuracy in RAG responses
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
FAQ
Frequently Asked Questions About This Course
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