Uploaded January 2025 | Updated September 2026, 2 weeks ago
🚀 The LangChain 10 Days FREE Bootcamp is live: 10 lessons, free AI models only, from your first API call to a production grade RAG agent. Start with Day 0 for the roadmap and setup.
📺 Full playlist: youtube.com/watch?v=KJ3_NExk7-Q&list=PLW4pPr9JCovI&index=1
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Learn how to build a simple AI-powered question-answering system (RAG) using Python for Financial Datasets!
In this step-by-step tutorial, we’ll show you how to convert PDFs to text, split markdown content, create embeddings with Ollama and DeepSeek R1, and set up a RAG (Retrieval-Augmented Generation) chain for smart document processing.
Perfect for beginners in AI, machine learning, and natural language processing (NLP). Discover how to use LangChain, FAISS, and Ollama DeepSeek R1 to create your own AI assistant for answering questions from documents.
Watch now to learn Python AI programming, document embedding, and RAG implementation for smarter data handling!
#AI #Python #MachineLearning #NLP #LangChain #Ollama #DeepSeekR1 #RAG #DocumentProcessing #AITutorial #PythonProgramming #DeepSeek #OllamaDeepSeek #DeepSeekLocal #PythonOllama #AIChatbot #DeepSeekR1Locally #HowToUseOllama #RunDeepSeekLocally
Links
Dataset
github.com/laxmimerit/rag-dataset
Code Files
github.com/laxmimerit/ollama-chatbot
Local LLM Playlist
youtube.com/watch?v=sNSoQ7k0JFY&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD
Ollama Setup for DeepSeek R1
youtube.com/watch?v=wuBTqk6DbV0&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD&index=7
🔊 Watch till last for a detailed description
📚 Learn More with My Udemy Courses
🚀 Agentic RAG with LangChain & LangGraph
udemy.com/course/agentic-rag-with-langchain-and-langgraph/?referralCode=C0BCC208F53AF2C98AC5
🧠 LangGraph with Ollama
udemy.com/course/langgraph-with-ollama/?referralCode=B646DCB44A189BEBC20C
⚡ Ollama and LangChain
udemy.com/course/ollama-and-langchain/?referralCode=7F4C0C7B8CF223BA9327
🔧 Fine-Tuning LLM with Hugging Face Transformers
udemy.com/course/fine-tuning-llm-with-hugging-face-transformers/?referralCode=6DEB3BE17C2644422D8E
📖 NLP with BERT in Python
udemy.com/course/nlp-with-bert-in-python/?referralCode=063516494616C76907CD
🌐 Connect with Me
Website & Blogs: kgptalkie.com
LinkedIn: linkedin.com/in/laxmimerit
GitHub: github.com/laxmimerit
Twitter (X): twitter.com/laxmimerit
📌 Support the Channel
👍 Like the video if it helps you
💬 Comment your doubts & feedback
🔔 Subscribe for free weekly AI & Data Science content
#DataScience #MachineLearning #LangChain #LangGraph #Ollama #Python #AI #DeepLearning #NLP #GenerativeAI #LLM #HuggingFace #BERT
🚀 The LangChain 10 Days FREE Bootcamp is live: 10 lessons, free AI models only, from your first API call to a production grade RAG agent. Start with Day 0 for the roadmap and setup.
📺 Full playlist: youtube.com/watch?v=KJ3_NExk7-Q&list=PLW4pPr9JCovI&index=1
----------
Learn how to build a simple AI-powered question-answering system (RAG) using Python for Financial Datasets!
In this step-by-step tutorial, we’ll show you how to convert PDFs to text, split markdown content, create embeddings with Ollama and DeepSeek R1, and set up a RAG (Retrieval-Augmented Generation) chain for smart document processing.
Perfect for beginners in AI, machine learning, and natural language processing (NLP). Discover how to use LangChain, FAISS, and Ollama DeepSeek R1 to create your own AI assistant for answering questions from documents.
Watch now to learn Python AI programming, document embedding, and RAG implementation for smarter data handling!
#AI #Python #MachineLearning #NLP #LangChain #Ollama #DeepSeekR1 #RAG #DocumentProcessing #AITutorial #PythonProgramming #DeepSeek #OllamaDeepSeek #DeepSeekLocal #PythonOllama #AIChatbot #DeepSeekR1Locally #HowToUseOllama #RunDeepSeekLocally
Links
Dataset
github.com/laxmimerit/rag-dataset
Code Files
github.com/laxmimerit/ollama-chatbot
Local LLM Playlist
youtube.com/watch?v=sNSoQ7k0JFY&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD
Ollama Setup for DeepSeek R1
youtube.com/watch?v=wuBTqk6DbV0&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD&index=7
🔊 Watch till last for a detailed description
📚 Learn More with My Udemy Courses
🚀 Agentic RAG with LangChain & LangGraph
udemy.com/course/agentic-rag-with-langchain-and-langgraph/?referralCode=C0BCC208F53AF2C98AC5
🧠 LangGraph with Ollama
udemy.com/course/langgraph-with-ollama/?referralCode=B646DCB44A189BEBC20C
⚡ Ollama and LangChain
udemy.com/course/ollama-and-langchain/?referralCode=7F4C0C7B8CF223BA9327
🔧 Fine-Tuning LLM with Hugging Face Transformers
udemy.com/course/fine-tuning-llm-with-hugging-face-transformers/?referralCode=6DEB3BE17C2644422D8E
📖 NLP with BERT in Python
udemy.com/course/nlp-with-bert-in-python/?referralCode=063516494616C76907CD
🌐 Connect with Me
Website & Blogs: kgptalkie.com
LinkedIn: linkedin.com/in/laxmimerit
GitHub: github.com/laxmimerit
Twitter (X): twitter.com/laxmimerit
📌 Support the Channel
👍 Like the video if it helps you
💬 Comment your doubts & feedback
🔔 Subscribe for free weekly AI & Data Science content
#DataScience #MachineLearning #LangChain #LangGraph #Ollama #Python #AI #DeepLearning #NLP #GenerativeAI #LLM #HuggingFace #BERT
