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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: Embeddings
Status: Vector Databases
BeginnerProject2 hours

Featured reviews

SH

Reviewed 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

YS

Reviewed May 11, 2024

Nice Explanation how RAG Works with langchain with detailed Program

SN

Reviewed Jan 9, 2024

Great presentation! Great examples and projects. I've already implemented several agents to work with books and articles.

TP

Reviewed Aug 26, 2025

Awesome project that covers almost all topics to build an end-to-end chatbot using langchain.

AG

Reviewed Jul 30, 2026

Really a great course for end to end understanding at a basic level

CK

Reviewed Mar 1, 2024

Excellent course content, clear and concise instructions. Highly recommended.

MH

Reviewed Jul 24, 2024

The content was good but I couldn't perform half of my labs due to the API hitting its rate limit.

KP

Reviewed Mar 12, 2024

One very brief but demanding introduction to LangChain and the essence of the LLMs

MD

Reviewed Nov 19, 2023

how to easily write a chatbot with your own internal data. Interesting and very practice oriented.

AS

Reviewed May 25, 2024

Should have a certificate, goes in more depth than a few certificate classes.

SB

Reviewed Oct 10, 2024

great and compact overview with some essential technical details! Thanks

DK

Reviewed 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.

All reviews

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