Are you ready to dive into the world of AI applications? This course was designed for you. AI orchestration frameworks let you step back from the details of artificial intelligence tools and APIs and instead focus on building more general, effective systems that solve real-world problems. Join instructor M.Joel Dubinko as he explores the business benefits of AI orchestration—faster development, smarter interfaces, lower costs, and more. This course provides an overview of AI fundamentals and key capabilities, like accessing external tools and databases, with a special focus on exploring local models running on your own hardware, alongside or instead of cloud services like those from OpenAI. Every step of the way, Joel offers hands-on nstrations of two industry-leading frameworks: LangChain and LlamaIndex. By the end of this course, you’ll be prepared to start building chatbots, intelligent agents, and other useful tools, while monitoring for errors and troubleshooting as you go.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Building local AI apps with LangChain and LlamaIndex.mp4
3 MB
~Get Your Files Here !/01 - Introduction/01 - Building local AI apps with LangChain and LlamaIndex.srt
1.5 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
2.9 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
2.2 KB
~Get Your Files Here !/01 - Introduction/03 - Setting up your environment for building AI apps.mp4
2 MB
~Get Your Files Here !/01 - Introduction/03 - Setting up your environment for building AI apps.srt
2.6 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/01 - AI orchestration concepts.mp4
5.8 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/01 - AI orchestration concepts.srt
5.2 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/02 - Building an app with the OpenAI API.mp4
10.7 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/02 - Building an app with the OpenAI API.srt
8 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/03 - Running local LLMs.mp4
20.2 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/03 - Running local LLMs.srt
15.5 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/04 - Your first LangChain app.mp4
7.5 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/04 - Your first LangChain app.srt
6.2 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/05 - Your first LlamaIndex app.mp4
9.4 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/05 - Your first LlamaIndex app.srt
8 KB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/06 - Debugging AI apps.mp4
7.8 MB
~Get Your Files Here !/02 - 1. Use AI Orchestration to Build Your First App/06 - Debugging AI apps.srt
7.3 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/01 - AI over local documents Retrieval-augmented generation.mp4
9.8 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/01 - AI over local documents Retrieval-augmented generation.srt
9.3 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/02 - Choosing an embedding.mp4
6.8 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/02 - Choosing an embedding.srt
7.4 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/03 - RAG with LlamaIndex.mp4
11.3 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/03 - RAG with LlamaIndex.srt
9.1 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/04 - RAG with LangChain.mp4
11.5 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/04 - RAG with LangChain.srt
8.1 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/05 - Challenge Document summarization.mp4
5 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/05 - Challenge Document summarization.srt
4.9 KB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/06 - Solution Document summarization.mp4
4.1 MB
~Get Your Files Here !/03 - 2. Combine LLMs and Indexes to Query Local Documents/06 - Solution Document summarization.srt
2.5 KB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/01 - App concepts for chaining and more complex workflows.mp4
6.5 MB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/01 - App concepts for chaining and more complex workflows.srt
5.5 KB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/02 - Getting JSON out of the LLM.mp4
15.5 MB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/02 - Getting JSON out of the LLM.srt
11.3 KB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/03 - LLM function calling.mp4
11.6 MB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/03 - LLM function calling.srt
9.2 KB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/04 - Challenge Local LLM task offloading.mp4
6.6 MB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/04 - Challenge Local LLM task offloading.srt
5.1 KB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/05 - Solution Local LLM task offloading.mp4
4.6 MB
~Get Your Files Here !/04 - 3. Assemble Multi-Step AI Workflows with Chaining/05 - Solution Local LLM task offloading.srt
2.8 KB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/01 - Introduction to the ReAct agent framework.mp4
8.1 MB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/01 - Introduction to the ReAct agent framework.srt
6 KB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/02 - Implementing a ReAct agent.mp4
14.6 MB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/02 - Implementing a ReAct agent.srt
9.1 KB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/03 - Challenge LangChain and LlamaIndex strengths and weaknesses.mp4
2.5 MB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/03 - Challenge LangChain and LlamaIndex strengths and weaknesses.srt
1.8 KB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/04 - Solution LangChain and LlamaIndex strengths and weaknesses.mp4
2.9 MB
~Get Your Files Here !/05 - 4. Let the AI Decide What to Do Next Building Agents/04 - Solution LangChain and LlamaIndex strengths and weaknesses.srt
1.7 KB
~Get Your Files Here !/06 - Conclusion/01 - Next steps for AI app engineers.mp4
7.6 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps for AI app engineers.srt
3.9 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_AI_Orchestration_LangChain_LlamaIndex/Exercise Files/AI app debugging tips.pdf