End-to-end LLM project for beginners and intermediate users using langchain. In this LLM project, we will use langchain, openai API, and streamlit to build a news research tool that can be used by equity research analysts to conduct their research. This end-to-end NLP project will give you a good experience in building a real-life industry project that will add a lot of value to your data scientist or NLP engineer project portfolio.

Code: https://github.com/codebasics/langcha...
Langchain playlist:    • LangChain Tutorials Playlist | LLM Tu...  

Timestamps:

00:00 Introduction
01:20 Problem statement, tech architecture
13:45 Loaders (TextLoader, UnstructuredURLLoader)
21:31 Text Splitters (CharacterTextSplitter, RecursiveCharacterTextSplitter)
33:30 FAISS Index and Vector database
44:52 Retrieval (RetrievalQAWithSourcesChain)
56:49 Streamlit UI and Project Coding


Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses.

Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.

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