MM
4.0Reviewed Mar 2, 2025
Definitely not for beginners but it's an amazing resource for anyone looking to experiment with their own RAG chatbots.
LangChain Chat with Your Data
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.
Status: Large Language Modeling
Status: Vector Databases
BeginnerProject2 hours
Featured reviews
VS
5.0Reviewed Oct 31, 2023
Amazing!!!! Already recommended to a lot of friends. Short and up to the point <3 Thank you :)
MD
5.0Reviewed Nov 19, 2023
how to easily write a chatbot with your own internal data. Interesting and very practice oriented.
MH
4.0Reviewed Jul 24, 2024
The content was good but I couldn't perform half of my labs due to the API hitting its rate limit.
DK
5.0Reviewed Jun 18, 2024
After spending several hours playing around with langchain and trying to understand its building blocks, this project came to be quite enlightening. Very informative.
TB
4.0Reviewed Dec 10, 2023
Nice concise overview of the topic. Presneter references materials and courses not available through the coursera platform, which is a bit of a drag, wouldlove to have reviewed that material too
SV
5.0Reviewed Jul 1, 2024
Very Useful for beginners who are willing to learn and create their first chatbot.
SN
5.0Reviewed Jan 9, 2024
Great presentation! Great examples and projects. I've already implemented several agents to work with books and articles.
AS
5.0Reviewed May 25, 2024
Should have a certificate, goes in more depth than a few certificate classes.
CK
5.0Reviewed Mar 1, 2024
Excellent course content, clear and concise instructions. Highly recommended.
SH
5.0Reviewed Jul 31, 2024
A really amazing course by the founder of Langchain, starting with the fundamentals to the last brick in the field of langchain's conversational bot building
SB
5.0Reviewed Oct 10, 2024
great and compact overview with some essential technical details! Thanks