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[ DevCourseWeb com ] Udemy - Query Your Custom Documents using LlamaIndex
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Get Bonus Downloads Here.url (Size: 0.99 GB) (Files: 75)
Get Bonus Downloads Here.url
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1. Introduction to Large Language Model.mp4
10. What is In-Context learning .mp4
11. Difference between In-Context Learning and Fine-Tuning .mp4
12. Pricing.mp4
13. How does LlamaIndex applications work internally .mp4
14. Why is Indexing required in LLM application .mp4
15. (Hands-on) Base Program to read Text Files.mp4
16. Notes VectorStoreIndex.html
17. Concept of SimpleDirectoryReader and VectorStoreIndex.mp4
18. (Hands-on) Base Program to read Docs.mp4
19. (Hands-on) How to verify sources of the response .mp4
2. How to connect to external Data .mp4
20. (Hands-on) Base program to read PDF.mp4
21. (Hands-on) How to persist indexes .mp4
22. The concept of Custom LLM and Customization.mp4
23. (Hands-on) Changing underlying LLM model.mp4
24. (Hands-on) Custom LLM Model max_tokens.mp4
25. (Hands-on) Custom LLM model Control over more parameters.mp4
26. (Hands-on) Expose API Integration with endpoint part 1.mp4
27. (Hands-on) Expose API Integration with endpoint part 2.mp4
28. (Hands-on) Expose API Integration with endpoint part 3.mp4
29. (Hands-on) Option of Recursive files processing from Directories and Sub Dir.mp4
3. What is LlamaIndex .mp4
30. What is VectorDB .mp4
31. (Hands-On) Build LLM apps using ChromaDB.mp4
32. High Level Overview Token Predictor and Cost Analysis.mp4
33. (Hands- On) Identify tokens using Token Predictor.mp4
4. GPT 3 Models and Environment Setup.mp4
5. LlamaIndex and OpenAI Package Installation.mp4
6. How to get and update OpenAI API key.mp4
7. Overview of required steps to build apps using LlamaIndex.mp4
8. (Hands-On) Methods of creating Document objects.mp4
9. Notes [Update] Document object output.html
Bonus Resources.txt
base program for pdf file
basic_chat_pdf.py
pdf
LLM.pdf
base program to read docs
basic_chat_doc.py
doc
SDTerms.docx
basic program for text file
basic_chat_text.py
data
sample.txt
changing underlying llm
basic_LLM_custom.py
input
text
sample.txt
create document object
create_document.py
data
sample.txt.txt
custom llm models control over parameters
basic_LLM_custom parameterized 2.py
input
text
sample.txt
custom llm models max tokens
basic_LLM_custom parameterized.py
input
text
sample.txt
how to persist indexes
basic_chat_storage.py
basic_main_storage.py
input
text
sample.txt
integration with endpoint 3
basic_index.py
config.ini
input
text
sample.txt
integration with endpoint part 1
basic_setup.py
integration with endpoint part 2
basic_index.py
config.ini
input
text
sample.txt
recursive files processing
input
doc
SDTerms.docx
multi
file1.txt
file2.txt
file3.txt
file4.txt
pdf
LLM.pdf
text
sample.txt
sample2.txt
sample3.txt
recursive_files.py
sample.txt
vector db - chroma
basic_chroma_db.py
config.ini
input
text
sample.txt
verify sources of the response
basic_chat.py
data
sample.txt
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