Uploaded April 2026 | 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
----------
LIVE: Build Local Agentic RAG with Qwen 3.6 + Ollama + GitHub Copilot CLI (Hybrid Search)
youtube.com/live/gFPrIjujwUs
---------------------------
Can a small local AI model build a complete production-style RAG application?
In this video, I tested Qwen 3.6 with GitHub Copilot CLI and Ollama to vibe code a full Agentic RAG system completely on my local machine.
And honestly... the results were shocking.
The AI generated:
Full backend code
FastAPI server
OpenAI Compatible API endpoints
LangChain agents
File upload pipeline
Docker setup
Open WebUI integration
Postman testing workflow
Config files
Project planning files
I manually coded almost nothing.
This shows how powerful Qwen 3.6 has become for local AI development and coding workflows.
If you want to build:
Local AI apps
RAG systems
AI agents
Coding assistants
OpenAI compatible APIs
Financial data AI tools
Then this video is for you.
Watch till end to see why Qwen 3.6 + Copilot CLI feels like a coding beast.
Full Live Coding Video Link in Description.
#Qwen36 #Ollama #GitHubCopilot #RAG #AIcoding #LocalLLM #LangChain #FastAPI #AIAgent #VibeCoding
📚 Learn More with My Udemy Courses
🧠 Master OpenAI Agent Builder - Deploy Chatbot to Your Website
udemy.com/course/master-openai-agent-builder-low-code-ai-projects-workflow/?referralCode=B0B67D18B1013E488FB7
🔥 MCP Mastery: Build AI Apps with Claude, LangChain and Ollama
udemy.com/course/mcp-mastery-build-ai-apps-with-claude-langchain-and-ollama/?referralCode=31C17C306A59601B8689
🚀 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
----------
LIVE: Build Local Agentic RAG with Qwen 3.6 + Ollama + GitHub Copilot CLI (Hybrid Search)
youtube.com/live/gFPrIjujwUs
---------------------------
Can a small local AI model build a complete production-style RAG application?
In this video, I tested Qwen 3.6 with GitHub Copilot CLI and Ollama to vibe code a full Agentic RAG system completely on my local machine.
And honestly... the results were shocking.
The AI generated:
Full backend code
FastAPI server
OpenAI Compatible API endpoints
LangChain agents
File upload pipeline
Docker setup
Open WebUI integration
Postman testing workflow
Config files
Project planning files
I manually coded almost nothing.
This shows how powerful Qwen 3.6 has become for local AI development and coding workflows.
If you want to build:
Local AI apps
RAG systems
AI agents
Coding assistants
OpenAI compatible APIs
Financial data AI tools
Then this video is for you.
Watch till end to see why Qwen 3.6 + Copilot CLI feels like a coding beast.
Full Live Coding Video Link in Description.
#Qwen36 #Ollama #GitHubCopilot #RAG #AIcoding #LocalLLM #LangChain #FastAPI #AIAgent #VibeCoding
📚 Learn More with My Udemy Courses
🧠 Master OpenAI Agent Builder - Deploy Chatbot to Your Website
udemy.com/course/master-openai-agent-builder-low-code-ai-projects-workflow/?referralCode=B0B67D18B1013E488FB7
🔥 MCP Mastery: Build AI Apps with Claude, LangChain and Ollama
udemy.com/course/mcp-mastery-build-ai-apps-with-claude-langchain-and-ollama/?referralCode=31C17C306A59601B8689
🚀 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
