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01 - Introduction
01 - Building local AI apps with LangChain and LlamaIndex.mp4
3.04 MB
01 - Building local AI apps with LangChain and LlamaIndex.srt
1.48 KB
02 - What you should know.mp4
2.94 MB
02 - What you should know.srt
2.24 KB
03 - Setting up your environment for building AI apps.mp4
1.95 MB
03 - Setting up your environment for building AI apps.srt
2.63 KB
02 - 1. Use AI Orchestration to Build Your First App
01 - AI orchestration concepts.mp4
5.76 MB
01 - AI orchestration concepts.srt
5.15 KB
02 - Building an app with the OpenAI API.mp4
10.74 MB
02 - Building an app with the OpenAI API.srt
8.03 KB
03 - Running local LLMs.mp4
20.24 MB
03 - Running local LLMs.srt
15.51 KB
04 - Your first LangChain app.mp4
7.47 MB
04 - Your first LangChain app.srt
6.15 KB
05 - Your first LlamaIndex app.mp4
9.45 MB
05 - Your first LlamaIndex app.srt
8.00 KB
06 - Debugging AI apps.mp4
7.76 MB
06 - Debugging AI apps.srt
7.27 KB
03 - 2. Combine LLMs and Indexes to Query Local Documents
01 - AI over local documents Retrieval-augmented generation.mp4
9.79 MB
01 - AI over local documents Retrieval-augmented generation.srt
9.34 KB
02 - Choosing an embedding.mp4
6.82 MB
02 - Choosing an embedding.srt
7.36 KB
03 - RAG with LlamaIndex.mp4
11.31 MB
03 - RAG with LlamaIndex.srt
9.07 KB
04 - RAG with LangChain.mp4
11.55 MB
04 - RAG with LangChain.srt
8.08 KB
05 - Challenge Document summarization.mp4
5.02 MB
05 - Challenge Document summarization.srt
4.94 KB
06 - Solution Document summarization.mp4
4.09 MB
06 - Solution Document summarization.srt
2.46 KB
04 - 3. Assemble Multi-Step AI Workflows with Chaining
01 - App concepts for chaining and more complex workflows.mp4
6.48 MB
01 - App concepts for chaining and more complex workflows.srt
5.52 KB
02 - Getting JSON out of the LLM.mp4
15.50 MB
02 - Getting JSON out of the LLM.srt
11.26 KB
03 - LLM function calling.mp4
11.62 MB
03 - LLM function calling.srt
9.22 KB
04 - Challenge Local LLM task offloading.mp4
6.62 MB
04 - Challenge Local LLM task offloading.srt
5.09 KB
05 - Solution Local LLM task offloading.mp4
4.56 MB
05 - Solution Local LLM task offloading.srt
2.77 KB
05 - 4. Let the AI Decide What to Do Next Building Agents
01 - Introduction to the ReAct agent framework.mp4
8.08 MB
01 - Introduction to the ReAct agent framework.srt
6.04 KB
02 - Implementing a ReAct agent.mp4
14.63 MB
02 - Implementing a ReAct agent.srt
9.10 KB
03 - Challenge LangChain and LlamaIndex strengths and weaknesses.mp4
2.46 MB
03 - Challenge LangChain and LlamaIndex strengths and weaknesses.srt
1.81 KB
04 - Solution LangChain and LlamaIndex strengths and weaknesses.mp4
2.94 MB
04 - Solution LangChain and LlamaIndex strengths and weaknesses.srt
1.67 KB
06 - Conclusion
01 - Next steps for AI app engineers.mp4
7.57 MB
01 - Next steps for AI app engineers.srt
3.92 KB
Bonus Resources.txt
0.38 KB
Ex_Files_AI_Orchestration_LangChain_LlamaIndex
Exercise Files
AI app debugging tips.pdf
39.82 KB
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