Build DeepSeek Financial Analyst with Streamlit and Langchain

Learn how to build a RAG (Retrieval-Augmented Generation) system locally for financial document analysis using DeepSeek-R1 and Ollama! Perfect for coders, finance pros, or AI enthusiasts, this tutorial by kgp talkie covers: 🔹 Uploading & processing PDFs into a vector database (FAISS) 🔹 Running DeepSeek-R1 7B model locally via Ollama 🔹 Setting up private AI workflows for sensitive financial data 🔹 Asking questions like "What’s the quarterly revenue?" and getting instant answers Tools Used: ✅ DeepSeek-R1 (1.5B/7B models for coding & finance) ✅ Ollama (local AI model runner) ✅ Streamlit (web interface) ✅ LangChain (RAG pipelines) 👍 Like if you love local AI solutions! 🔔 Subscribe to kgp talkie for more Ollama tutorials and DeepSeek-R1 guides! #kgptalkie #DeepSeekR1 #OllamaTutorial #FinanceRAG #LocalAI #DeepSeekR1onOllama #RunDeepSeekLocally #FinancialAnalysis #RAGtutorial #PrivateAI #OllamaSetup #DeepSeekR1Tutorial #FAISS #LangChain #NoCloudAI #DocumentQA #DeepSeek7B #AIForCoding #SensitiveDataAI #OfflineRAG Links Dataset https://github.com/laxmimerit/rag-dataset Code Files https://github.com/laxmimerit/ollama-chatbot Local LLM Playlist https://www.youtube.com/watch?v=sNSoQ7k0JFY&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD Ollama Setup for DeepSeek R1 https://www.youtube.com/watch?v=wuBTqk6DbV0&list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD&index=7 💯 Read Full Blog with Code https://kgptalkie.com 💬 Leave your comments and doubts in the comment section 📌 Save this channel and video for watch later 👍 Like this video to show your support and love ❤️ ~~~~~~~~ 🆓 Watch My Top Free Data Science Videos 👉🏻 Python for Data Scientist https://bit.ly/3dETtFb 👉🏻 Machine Learning for Beginners https://bit.ly/2WOVh7N 👉🏻 Feature Selection in Machine Learning https://bit.ly/2YW6ZQH 👉🏻 Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN 👉🏻 Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL 👉🏻 Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G 👉🏻 COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U 👉🏻 Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD 👉🏻 Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** 🤝 BE MY FRIEND 🌍 Check Out ML Blogs: https://kgptalkie.com 🐦Add me on Twitter: https://twitter.com/laxmimerit 📄 Follow me on GitHub: https://github.com/laxmimerit 📕 Add me on Facebook: https://facebook.com/kgptalkie 💼 Add me on LinkedIn: https://linkedin.com/in/laxmimerit 👉🏻 Complete Udemy Courses: https://bit.ly/32taBK2 ⚡ Check out my Recent Videos: https://bit.ly/3ldnbWm 🔔 Subscribe me for Free Videos: https://bit.ly/34wN6T6 🤑 Get in touch for Promotion: [email protected] ✍️🏆🏅🎁🎊🎉✌️👌⭐⭐⭐⭐⭐ ENROLL in My Highest Rated Udemy Courses to 🔑 Crack Data Science Interviews and Jobs 🏅🎁 Python for Machine Learning: A Step-by-Step Guide | Udemy Course Link: https://bit.ly/ml-ds-project 🎁🎊 Deep Learning for Beginners with Python Course Link: https://bit.ly/dl-with-python 📚 📗 Natural Language Processing ML Model Deployment at AWS Course Link: https://bit.ly/bert_nlp 📊 📈 Data Visualization in Python Masterclass: Beginners to Pro Course Link: https://bit.ly/udemy95off_kgptalkie 📘 📙 Natural Language Processing (NLP) in Python for Beginners Course Link: https://bit.ly/intro_nlp 🎉✌️ Advanced Natural Language and Image Processing Projects | Udemy Course Link: https://bit.ly/kgptalkie_ml_projects 📈 📘 Python for Linear Regression in Machine Learning Course Link: https://bit.ly/regression-python 📙📊 R 4.0 Programming for Data Science || Beginners to Pro Course Link: http://bit.ly/r4-ml ✍️🏆 Introduction to Spacy 3 for Natural Language Processing Course Link: https://bit.ly/spacy-intro