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TORRENT DETAILS
Udemy - Query Your Custom Documents Using LlamaIndex
TORRENT SUMMARY
Status:
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Learn to build LLM applications using LlamaIndex from scratch in Python
What you'll learn
Become proficient in LlamaIndex
Learn to query your custom documents using LlamaIndex
Get the understanding of different aspects of LlamaIndex
Get the understanding of different concepts of Large Language Models
Requirements
Basic Python programming experience is required.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction to Large Language Model.mp4
10.7 MB
~Get Your Files Here !/10. What is In-Context learning .mp4
20.9 MB
~Get Your Files Here !/11. Difference between In-Context Learning and Fine-Tuning .mp4
20.6 MB
~Get Your Files Here !/12. Pricing.mp4
46 MB
~Get Your Files Here !/13. How does LlamaIndex applications work internally .mp4
40.7 MB
~Get Your Files Here !/14. Why is Indexing required in LLM application .mp4
14.9 MB
~Get Your Files Here !/15. (Hands-on) Base Program to read Text Files.mp4
43.1 MB
~Get Your Files Here !/16. Notes VectorStoreIndex.html
433 B
~Get Your Files Here !/17. Concept of SimpleDirectoryReader and VectorStoreIndex.mp4
15.8 MB
~Get Your Files Here !/18. (Hands-on) Base Program to read Docs.mp4
25.8 MB
~Get Your Files Here !/19. (Hands-on) How to verify sources of the response .mp4
66.1 MB
~Get Your Files Here !/2. How to connect to external Data .mp4
3.4 MB
~Get Your Files Here !/20. (Hands-on) Base program to read PDF.mp4
30.2 MB
~Get Your Files Here !/21. (Hands-on) How to persist indexes .mp4
55.7 MB
~Get Your Files Here !/22. The concept of Custom LLM and Customization.mp4
6.1 MB
~Get Your Files Here !/23. (Hands-on) Changing underlying LLM model.mp4
46.7 MB
~Get Your Files Here !/24. (Hands-on) Custom LLM Model max_tokens.mp4
21.1 MB
~Get Your Files Here !/25. (Hands-on) Custom LLM model Control over more parameters.mp4
31.5 MB
~Get Your Files Here !/26. (Hands-on) Expose API Integration with endpoint part 1.mp4
15.4 MB
~Get Your Files Here !/27. (Hands-on) Expose API Integration with endpoint part 2.mp4
65.4 MB
~Get Your Files Here !/28. (Hands-on) Expose API Integration with endpoint part 3.mp4
47.6 MB
~Get Your Files Here !/29. (Hands-on) Option of Recursive files processing from Directories and Sub Dir.mp4
56 MB
~Get Your Files Here !/3. What is LlamaIndex .mp4
12.1 MB
~Get Your Files Here !/30. What is VectorDB .mp4
53.3 MB
~Get Your Files Here !/31. (Hands-On) Build LLM apps using ChromaDB.mp4
91.8 MB
~Get Your Files Here !/32. High Level Overview Token Predictor and Cost Analysis.mp4
10.6 MB
~Get Your Files Here !/33. (Hands- On) Identify tokens using Token Predictor.mp4
49.2 MB
~Get Your Files Here !/4. GPT 3 Models and Environment Setup.mp4
9.6 MB
~Get Your Files Here !/5. LlamaIndex and OpenAI Package Installation.mp4
12.3 MB
~Get Your Files Here !/6. How to get and update OpenAI API key.mp4
20.8 MB
~Get Your Files Here !/7. Overview of required steps to build apps using LlamaIndex.mp4
13.4 MB
~Get Your Files Here !/8. (Hands-On) Methods of creating Document objects.mp4
37.9 MB
~Get Your Files Here !/9. Notes [Update] Document object output.html
1.3 KB
~Get Your Files Here !/base program for pdf file/basic_chat_pdf.py
382 B
~Get Your Files Here !/base program for pdf file/pdf/LLM.pdf
7.8 MB
~Get Your Files Here !/base program to read docs/basic_chat_doc.py
421 B
~Get Your Files Here !/base program to read docs/doc/SDTerms.docx
74.5 KB
~Get Your Files Here !/basic program for text file/basic_chat_text.py
352 B
~Get Your Files Here !/basic program for text file/data/sample.txt
73.4 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/changing underlying llm/basic_LLM_custom.py
676 B
~Get Your Files Here !/changing underlying llm/input/text/sample.txt
73.4 KB
~Get Your Files Here !/create document object/create_document.py
373 B
~Get Your Files Here !/create document object/data/sample.txt.txt
49 B
~Get Your Files Here !/custom llm models control over parameters/basic_LLM_custom parameterized 2.py
867 B
~Get Your Files Here !/custom llm models control over parameters/input/text/sample.txt
73.4 KB
~Get Your Files Here !/custom llm models max tokens/basic_LLM_custom parameterized.py
744 B
~Get Your Files Here !/custom llm models max tokens/input/text/sample.txt
73.4 KB
~Get Your Files Here !/how to persist indexes/basic_chat_storage.py
871 B
~Get Your Files Here !/how to persist indexes/basic_main_storage.py
105 B
~Get Your Files Here !/how to persist indexes/input/text/sample.txt
73.4 KB
~Get Your Files Here !/integration with endpoint 3/basic_index.py
1.6 KB
~Get Your Files Here !/integration with endpoint 3/config.ini
39 B
~Get Your Files Here !/integration with endpoint 3/input/text/sample.txt
73.4 KB
~Get Your Files Here !/integration with endpoint part 1/basic_setup.py
177 B
~Get Your Files Here !/integration with endpoint part 2/basic_index.py
1.2 KB
~Get Your Files Here !/integration with endpoint part 2/config.ini
39 B
~Get Your Files Here !/integration with endpoint part 2/input/text/sample.txt
73.4 KB
~Get Your Files Here !/recursive files processing/input/doc/SDTerms.docx
74.5 KB
~Get Your Files Here !/recursive files processing/input/multi/file1.txt
15 B
~Get Your Files Here !/recursive files processing/input/multi/file2.txt
35 B
~Get Your Files Here !/recursive files processing/input/multi/file3.txt
15 B
~Get Your Files Here !/recursive files processing/input/multi/file4.txt
15 B
~Get Your Files Here !/recursive files processing/input/pdf/LLM.pdf
7.8 MB
~Get Your Files Here !/recursive files processing/input/text/sample.txt
73.4 KB
~Get Your Files Here !/recursive files processing/input/text/sample2.txt
22 B
~Get Your Files Here !/recursive files processing/input/text/sample3.txt
22 B
~Get Your Files Here !/recursive files processing/recursive_files.py
616 B
~Get Your Files Here !/sample.txt
73.4 KB
~Get Your Files Here !/vector db - chroma/basic_chroma_db.py
1.1 KB
~Get Your Files Here !/vector db - chroma/config.ini
45 B
~Get Your Files Here !/vector db - chroma/input/text/sample.txt
73.4 KB
~Get Your Files Here !/verify sources of the response/basic_chat.py
579 B
~Get Your Files Here !/verify sources of the response/data/sample.txt
