RAG with Chat History using LangChain & Ollama Locally and For Free

Learn how to add a RAG chatbot app to memory using Ollama and LangChain locally and for free.

00:01 Introduction
00:35 Setup
02:16 Initialize the local model
03:57 Load data
05:15 Split data
07:06 Index the data
10:34 Create a chain to contextualize
15:04 Create a qa chain
17:25 Create a RAG chain
18:42 Inference

🚀 Medium:   / tirendazacademy  
🚀 X: https://x.com/tirendazacademy
🚀 LinkedIn:   / tirendaz-academy  

▶️ LangChain Tutorials:
   • LangChain Tutorials  
▶️ Generative AI Tutorials:
   • Generative AI Tutorials  
▶️ LLMs Tutorials:
   • LLMs Tutorials  
▶️ HuggingFace Tutorials:
   • HuggingFace Tutorials 🔥 NLP with Tran...  

🔗 Notebook: https://github.com/TirendazAcademy/La...
🔗 LangGraph Blog: https://blog.langchain.dev/langgraph/

🔥 Thanks for watching. Don't forget to subscribe, like the video, and leave a comment.

#ai #langgraph #generativeai