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Gen AI - RAG Application Development using LangChain

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文件列表

  1. Chapter 3 RAG Applications and Projects/004. Create a Website Query Conversational Chatbot - Project.mp4 191MB
  2. Chapter 2 LangChain Fundamental Concepts/004. Document Loaders and Splitters.mp4 159MB
  3. Chapter 2 LangChain Fundamental Concepts/002. Working with Agents and Tools.mp4 154MB
  4. Chapter 2 LangChain Fundamental Concepts/006. Language Embeddings and Vector Databases.mp4 124MB
  5. Chapter 3 RAG Applications and Projects/002. RAG with Conversational Memory.mp4 102MB
  6. Chapter 3 RAG Applications and Projects/005. Analysis of Structured Data from a CSVExcel using Natural Language.mp4 93MB
  7. Chapter 2 LangChain Fundamental Concepts/001. Getting Started with Prompt Template and Chat Prompt Template.mp4 89MB
  8. Chapter 3 RAG Applications and Projects/006. Invoice Extraction RAG Application.mp4 86MB
  9. Chapter 3 RAG Applications and Projects/003. Create a CV Upload and CV Search Application.mp4 82MB
  10. Chapter 2 LangChain Fundamental Concepts/008. Chain Types - Stuff, Map-Reduce and Refine.mp4 74MB
  11. Chapter 2 LangChain Fundamental Concepts/003. Agents and Tools - Advanced.mp4 74MB
  12. Chapter 1 Introduction/002. Introduction to Large Language Models.mp4 73MB
  13. Chapter 1 Introduction/006. Code Demo - Simple ways of forming a Prompt and using it to Chain with a Model.mp4 73MB
  14. Chapter 1 Introduction/004. Introduction to Prompts.mp4 68MB
  15. Chapter 1 Introduction/003. Introduction to LangChain Framework.mp4 64MB
  16. Chapter 2 LangChain Fundamental Concepts/005. Working with Output Parsers.mp4 63MB
  17. Chapter 2 LangChain Fundamental Concepts/007. Our First RAG Application using a Vector DB.mp4 63MB
  18. Chapter 1 Introduction/005. Environment Setup.mp4 60MB
  19. Chapter 3 RAG Applications and Projects/001. Working with SQL Data - RAG App.mp4 40MB
  20. Chapter 1 Introduction/001. Introduction to the Course.mp4 39MB
  21. Chapter 2 LangChain Fundamental Concepts/009. LCEL - LangChain Expression Language.mp4 17MB
  22. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/loaders-splitters.ipynb 2MB
  23. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/loaders-splitters.ipynb 2MB
  24. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/loaders-splitters.ipynb 2MB
  25. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/Environment+Setup.pdf 929KB
  26. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/Environment+Setup.pdf 929KB
  27. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/HR-Employee-Attrition.csv 223KB
  28. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/HR-Employee-Attrition.csv 223KB
  29. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/HR-Employee-Attrition.csv 223KB
  30. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/Using+Google+Gemini+Model.pdf 182KB
  31. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/Software-Engineer-CV.pdf 170KB
  32. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/Software-Engineer-CV.pdf 170KB
  33. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/Software-Engineer-CV.pdf 170KB
  34. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/SQL-Table-Data/customer.csv 73KB
  35. Chapter 3 RAG Applications and Projects/004. Create a Website Query Conversational Chatbot - Project.en.srt 69KB
  36. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/wget-setup-windows.pdf 60KB
  37. Chapter 2 LangChain Fundamental Concepts/004. Document Loaders and Splitters.en.srt 59KB
  38. Chapter 2 LangChain Fundamental Concepts/002. Working with Agents and Tools.en.srt 58KB
  39. Chapter 2 LangChain Fundamental Concepts/006. Language Embeddings and Vector Databases.en.srt 58KB
  40. Chapter 1 Introduction/002. Introduction to Large Language Models.en.srt 48KB
  41. Chapter 1 Introduction/004. Introduction to Prompts.en.srt 37KB
  42. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/Software-Engineer-CV.docx 36KB
  43. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/Software-Engineer-CV.docx 36KB
  44. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/Software-Engineer-CV.docx 36KB
  45. Chapter 3 RAG Applications and Projects/006. Invoice Extraction RAG Application.en.srt 34KB
  46. Chapter 1 Introduction/003. Introduction to LangChain Framework.en.srt 34KB
  47. Chapter 3 RAG Applications and Projects/005. Analysis of Structured Data from a CSVExcel using Natural Language.en.srt 34KB
  48. Chapter 2 LangChain Fundamental Concepts/001. Getting Started with Prompt Template and Chat Prompt Template.en.srt 32KB
  49. Chapter 3 RAG Applications and Projects/002. RAG with Conversational Memory.en.srt 31KB
  50. Chapter 3 RAG Applications and Projects/003. Create a CV Upload and CV Search Application.en.srt 31KB
  51. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/SQL-Table-Data/sale.csv 31KB
  52. Chapter 1 Introduction/006. Code Demo - Simple ways of forming a Prompt and using it to Chain with a Model.en.srt 28KB
  53. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/document-chains.ipynb 28KB
  54. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/document-chains.ipynb 28KB
  55. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/document-chains.ipynb 28KB
  56. Chapter 2 LangChain Fundamental Concepts/003. Agents and Tools - Advanced.en.srt 27KB
  57. Chapter 1 Introduction/005. Environment Setup.en.srt 27KB
  58. Chapter 2 LangChain Fundamental Concepts/008. Chain Types - Stuff, Map-Reduce and Refine.en.srt 26KB
  59. Chapter 2 LangChain Fundamental Concepts/005. Working with Output Parsers.en.srt 25KB
  60. Chapter 2 LangChain Fundamental Concepts/007. Our First RAG Application using a Vector DB.en.srt 24KB
  61. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/invoice_1001329.pdf 23KB
  62. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/invoice_1001329.pdf 23KB
  63. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/invoice_1001329.pdf 23KB
  64. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/invoice_3452334.pdf 22KB
  65. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/invoice_3452334.pdf 22KB
  66. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/invoice_3452334.pdf 22KB
  67. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/agents-tools.ipynb 20KB
  68. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/agents-tools.ipynb 20KB
  69. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/agents-tools.ipynb 20KB
  70. Chapter 1 Introduction/001. Introduction to the Course.en.srt 20KB
  71. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/agents-deep.ipynb 18KB
  72. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/agents-deep.ipynb 18KB
  73. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/agents-deep.ipynb 18KB
  74. Chapter 3 RAG Applications and Projects/001. Working with SQL Data - RAG App.en.srt 16KB
  75. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/prompts-demo.ipynb 12KB
  76. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/prompts-demo.ipynb 12KB
  77. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/prompts-demo.ipynb 12KB
  78. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/output-parsers.ipynb 11KB
  79. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/output-parsers.ipynb 11KB
  80. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/output-parsers.ipynb 11KB
  81. Chapter 2 LangChain Fundamental Concepts/009. LCEL - LangChain Expression Language.en.srt 7KB
  82. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/SQL-RAG-Demo.ipynb 7KB
  83. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/SQL-RAG-Demo.ipynb 7KB
  84. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/SQL-RAG-Demo.ipynb 7KB
  85. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/hrpc-query.py 4KB
  86. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/hrpc-query.py 4KB
  87. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/hrpc-query.py 4KB
  88. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/cv-summary.py 3KB
  89. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/cv-summary.py 3KB
  90. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/cv-summary.py 3KB
  91. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/conversational_chain.py 3KB
  92. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/conversational_chain.py 3KB
  93. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/conversational_chain.py 3KB
  94. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/hrpc-FAISS-upload.py 3KB
  95. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/hrpc-FAISS-upload.py 3KB
  96. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/hrpc-FAISS-upload.py 3KB
  97. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/invoiceutil.py 3KB
  98. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/invoiceutil.py 3KB
  99. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/invoiceutil.py 3KB
  100. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/retreival_chain.py 2KB
  101. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/retreival_chain.py 2KB
  102. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/retreival_chain.py 2KB
  103. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/First-LC.py 2KB
  104. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/First-LC.py 2KB
  105. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/First-LC.py 2KB
  106. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/attrition-analysis.py 1KB
  107. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/attrition-analysis.py 1KB
  108. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/attrition-analysis.py 1KB
  109. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/loaders-samples/sample.txt 1KB
  110. z.Gen-AI---RAG-Application-Development-using-LangChain-main/LICENSE 1KB
  111. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/invoice-extraction.py 1019B
  112. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/invoice-extraction.py 1019B
  113. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/invoice-extraction.py 1019B
  114. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/GenAI-LLM-LC-Code/LLMChain.py 628B
  115. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 2/GenAI-LLM-LC-Code/LLMChain.py 628B
  116. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 3/GenAI-LLM-LC-Code/LLMChain.py 628B
  117. z.Gen-AI---RAG-Application-Development-using-LangChain-main/Section 1/loaders-samples/sample.json 169B
  118. z.Gen-AI---RAG-Application-Development-using-LangChain-main/README.md 54B