File Name: | Udemy – Deepseek Rag Agent With Langchain,Ollama Local System |
Content Source: | https://www.udemy.com/course/deepseek-rag-agent-with-langchainollama-local-system/ |
Genre / Category: | Programming |
File Size : | 254 MB |
Publisher: | udemy |
Updated and Published: | February 01, 2025 |
Are you ready to harness the power of DeepSeek RAG (Retrieval-Augmented Generation) Agents and supercharge your AI applications? This course is your step-by-step guide to integrating LangChain and Ollama, enabling you to deploy intelligent, efficient, and locally hosted AI agents without relying on cloud services.
In this hands-on course, you will:
1)Master RAG Pipelines – Learn how to enhance AI responses by retrieving relevant data dynamically.
2)Integrate DeepSeek RAG with LangChain – Connect powerful retrieval models with a flexible AI framework.
3) Set Up & Run Ollama Locally – Deploy and run LLMs efficiently on your own system.
4) Deploy AI Applications Locally – Reduce costs and improve data privacy by running everything on your machine.
5)Work on Real-World Use Cases – Implement RAG agents in applications like chatbots, knowledge assistants
6) Explore Advanced Techniques – Understand vector databases, embeddings, and indexing for better retrieval.
7)Understand the Inner Workings of RAG – Gain deep insights into how retrieval and generation models work together.
Why Take This Course?
By the end of this course, you’ll not only be skilled in deploying and optimizing RAG models locally, but you’ll also have the knowledge and confidence to launch your own AI-powered startup—creating tools and products that solve real-world problems.
Whether you’re a developer, AI enthusiast, or researcher, this course will equip you with the practical knowledge to build and deploy your own AI-powered applications locally—without dependency on expensive cloud services.