What Is a Social Media Influencer? And How to Become One
December 10, 2024
Article
(561 reviews)
Recommended experience
Beginner level
Basic Python
(561 reviews)
Recommended experience
Beginner level
Basic Python
Build your own chatbot so chat directly with information from your own documents and data.
Access over 80 unique loaders to handle accessing various data sources using LangChain.
Learn directly from LangChain creator, Harrison Chase.
Only available on desktop
LangChain: Chat With Your Data delves into two main topics: (1) Retrieval Augmented Generation (RAG), a common LLM application that retrieves contextual documents from an external dataset, and (2) a guide to building a chatbot that responds to queries based on the content of your documents, rather than the information it has learned in training.
You’ll learn about: 1. Document Loading: Learn the fundamentals of data loading and discover over 80 unique loaders LangChain provides to access diverse data sources, including audio and video. 2. Document Splitting: Discover the best practices and considerations for splitting data. 3. Vector stores and embeddings: Dive into the concept of embeddings and explore vector store integrations within LangChain. 4. Retrieval: Grasp advanced techniques for accessing and indexing data in the vector store, enabling you to retrieve the most relevant information beyond semantic queries. 5. Question Answering: Build a one-pass question-answering solution. 6. Chat: Learn how to track and select pertinent information from conversations and data sources, as you build your own chatbot using LangChain.Start building practical applications that allow you to interact with data using LangChain and LLMs.
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
DeepLearning.AI is an education technology company that develops a global community of AI talent. DeepLearning.AI's expert-led educational experiences provide AI practitioners and non-technical professionals with the necessary tools to go all the way from foundational basics to advanced application, empowering them to build an AI-powered future.
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
561 reviews
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Reviewed on Nov 19, 2023
how to easily write a chatbot with your own internal data. Interesting and very practice oriented.
Reviewed on Jun 16, 2024
It gives a great overview of complete Langchain chatbot pipeline guide.
Reviewed on Oct 10, 2024
great and compact overview with some essential technical details! Thanks
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