LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
This is an End-to-End LLM project using the langchain framework. We are building a question-and-answer system for a real e-learning company (no toy datasets). If you are new to GenAI and LLM application development, then this langchain tutorial will help you understand how to build the end-to-end application.
Code:
https://github.com/codebasics/langchain/tree/main/3_project_codebasics_q_and_a
Langchain playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu0N_0W6giDXzZIcB07Ng_F
⭐️ Timestamps ⭐️
00:00 Introduction
0:38 Project requirements analysis
4:08 Technical architecture
9:13 G…
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Chapters (11)
Introduction
0:38
Project requirements analysis
4:08
Technical architecture
9:13
Google Makersuite overview, API key setup
11:50
Google palm in langchain
13:28
Langchain CSVLoader
15:04
Hugging face instructor embeddings
18:40
Vector database using FAISS
22:22
Langchain RetrieverQA
29:23
Putting it all together
38:53
Streamlit UI
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Python Tutorial - 1. Install python on windows
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Python Tutorial - 2. Variables
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Python Tutorial - 3. Numbers
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Python Tutorial - 4. Strings
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Python Tutorial - 5. Lists
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Python Tutorial - 6. Install PyCharm on Windows
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PyCharm Tutorial - 7. Debug python code using PyCharm
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Python Tutorial - 8. If Statement
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Python Tutorial - 9. For loop
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Python Tutorial - 10. Functions
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Python Tutorial - 11. Dictionaries and Tuples
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Python Tutorial - 12. Modules
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Python Tutorial - 13. Reading/Writing Files
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How to install Julia on Windows
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Python Tutorial - 14. Working With JSON
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Julia Tutorial - 1. Variables
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Julia Tutorial - 2. Numbers
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Python Tutorial - 15. if __name__ == "__main__"
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Julia Tutorial - Why Should I Learn Julia Programming Language
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Python Tutorial - 16. Exception Handling
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Julia Tutorial - 3. Complex and Rational Numbers
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Julia Tutorial - 4. Strings
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Python Tutorial - 17. Class and Objects
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Julia Tutorial - 5. Functions
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Julia Tutorial - 6. If Statement and Ternary Operator
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Julia Tutorial - 7. For While Loop
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Python Tutorial - 18. Inheritance
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Julia Tutorial - 8. begin and (;) Compound Expressions
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Python Tutorial - 12.1 - Install Python Module (using pip)
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Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
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Julia Tutorial - 10. Exception Handling
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Python Tutorial - 19. Multiple Inheritance
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Python Tutorial - 20. Raise Exception And Finally
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Python Tutorial - 21. Iterators
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Python Tutorial - 22. Generators
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Python Tutorial - 23. List Set Dict Comprehensions
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Python Tutorial - 24. Sets and Frozen Sets
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Python Tutorial - 25. Command line argument processing using argparse
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Debugging Tips - What is bug and debugging?
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Debugging Tips - Conditional Breakpoint
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Debugging Tips - Watches and Call Stack
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Python Tutorial - 26. Multithreading - Introduction
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Git Tutorial 3: How To Install Git
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Git Tutorial 1: What is git / What is version control system?
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Git Tutorial 2 : What is Github? | github tutorial
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Git Tutorial 4: Basic Commands: add, commit, push
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Git Tutorial 5: Undoing/Reverting/Resetting code changes
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Git Tutorial 6: Branches (Create, Merge, Delete a branch)
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Git Github Tutorial 10: What is Pull Request?
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Git Tutorial 7: What is HEAD?
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Git Tutorial 9: Diff and Merge using meld
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Difference between Multiprocessing and Multithreading
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Python Tutorial - 27. Multiprocessing Introduction
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Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
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Git Tutorial 8 - .gitignore file
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Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
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Python Tutorial - 30. Multiprocessing Lock
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Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
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What is code?
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Python unit testing - pytest introduction
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