LangChain Fundamentals
- Description
- Curriculum
- FAQ
- Reviews
Welcome to LangChain Fundamentals
Welcome to the LangChain Fundamentals course! In this course, you will embark on an exciting journey into the world of programming languages and gain a solid understanding of the fundamental principles that underpin the art of coding.
What is LangChain?
LangChain is not just another programming course; it’s a unique learning experience designed to demystify the complexities of programming languages. Whether you’re a complete beginner or someone looking to strengthen your coding foundation, this course is tailored to meet your needs.
Why Learn Programming Languages?
Programming languages are the building blocks of the digital age. They are the means through which we communicate with computers and instruct them to perform various tasks. Whether you want to develop websites, create mobile apps, analyze data, or automate everyday processes, a strong grasp of programming languages is essential.
What Will You Learn?
In this course, you will:
- Explore the Basics: We’ll start with the fundamentals, teaching you the core concepts of programming, including variables, data types, and control structures.
- Master Multiple Languages: You will get hands-on experience with several popular programming languages, including Python, JavaScript, and more. We believe that learning different languages gives you a well-rounded perspective and enhances your problem-solving skills.
- Problem-Solving Skills: Coding isn’t just about writing lines of code; it’s about solving real-world problems. You’ll learn how to break down complex problems into manageable steps and develop algorithms to solve them.
- Web Development: You’ll dive into the world of web development, covering HTML and CSS, and get a taste of how web applications are built.
- Best Practices: We’ll introduce you to coding best practices and the importance of writing clean, maintainable code.
Who Should Take This Course?
This course is perfect for:
- Absolute beginners with no prior coding experience.
- Enthusiasts looking to explore the world of programming.
- Aspiring developers preparing for a career in software development.
- Professionals in non-technical roles seeking to enhance their coding skills.
Course Duration and Format
The course is designed to be flexible, allowing you to learn at your own pace. It consists of a series of modules, each building upon the previous one. Expect a mix of engaging lectures, hands-on coding exercises, assignments, and quizzes to reinforce your learning.
Enrolment
Enrolling in LangChain Fundamentals is your first step toward gaining the confidence and skills needed to become a proficient Data scientist. To get started, today remember its free no pay needed.
Join us on this exciting journey, and let’s unlock the power of programming languages together! for any query you can reach to us direct via info@devcircleafrica.com
Good luck!
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IntroductionLangChain is a framework designed to simplify the creation of applications using large language models. As a language model integration framework, LangChain's use-cases largely overlap with those of language models in general, including document analysis and summarization, chatbots, and code analysis.
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Installation
For easy installation of LangChain simplily using the below on the two methods and you pretty good to go.
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LangChain is AMAZING | Quick Python Tutorial -
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Quickstart
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Model I/O
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Prompts
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Connecting to a Feature Store
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Custom prompt template
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Few-shot prompt templates
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Few-shot examples for chat models
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Format template output
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Template formats
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Types of MessagePromptTemplate
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Partial prompt templates
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Composition
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Serialization
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Prompt pipelining
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Validate template
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Stuff
These are the core chains for working with documents. They are useful for summarizing documents, answering questions over documents, extracting information from documents, and more.
These chains all implement a common interface:
class BaseCombineDocumentsChain(Chain, ABC):
"""Base interface for chains combining documents."""
@abstractmethod
def combine_docs(self, docs: List[Document], **kwargs: Any) -> Tuple[str, dict]:
"""Combine documents into a single string.""" -
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Refine
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Map reduce
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Map re-rank
Python
JavaScript
Java
C++
Ruby
Swift
HTML/CSS (for web development)
The specific languages covered may vary depending on the course curriculum and instructor.
Programming fundamentals, including variables, data types, and control structures.
How to write and execute code in multiple programming languages.
Problem-solving and algorithmic thinking.
Basic web development skills using HTML/CSS.
Best practices in coding and software development.
If you have any more questions or need further information, please don't hesitate to reach out to the DevCircle Africa team for assistance.
