Gen AI RAG Application Development using LangChain | 522324D610B75AB275862400C7FAD7E447C7223C

Gen AI RAG Application Development using LangChain

Name	Gen AI - RAG Application Development using LangChain	DOWNLOAD Copy Link
Total Size	1.9 GB
Total Files	118
Last Seen	2024-11-13 23:59
Hash	522324D610B75AB275862400C7FAD7E447C7223C

/Chapter 3 RAG Applications and Projects/
004. Create a Website Query Conversational Chatbot - Project.mp4	200.4 MB
001. Working with SQL Data - RAG App.en.srt	15.9 KB
001. Working with SQL Data - RAG App.mp4	41.7 MB
002. RAG with Conversational Memory.en.srt	32.1 KB
002. RAG with Conversational Memory.mp4	107.1 MB
003. Create a CV Upload and CV Search Application.en.srt	31.5 KB
003. Create a CV Upload and CV Search Application.mp4	86.3 MB
004. Create a Website Query Conversational Chatbot - Project.en.srt	70.2 KB
005. Analysis of Structured Data from a CSVExcel using Natural Language.en.srt	34.5 KB
005. Analysis of Structured Data from a CSVExcel using Natural Language.mp4	97.3 MB
006. Invoice Extraction RAG Application.en.srt	34.6 KB
006. Invoice Extraction RAG Application.mp4	90.1 MB
/Chapter 1 Introduction/
001. Introduction to the Course.mp4	41.2 MB
002. Introduction to Large Language Models.en.srt	49.6 KB
002. Introduction to Large Language Models.mp4	77.1 MB
003. Introduction to LangChain Framework.en.srt	34.6 KB
003. Introduction to LangChain Framework.mp4	66.9 MB
004. Introduction to Prompts.en.srt	37.5 KB
004. Introduction to Prompts.mp4	70.9 MB
005. Environment Setup.en.srt	27.7 KB
005. Environment Setup.mp4	62.4 MB
006. Code Demo - Simple ways of forming a Prompt and using it to Chain with a Model.en.srt	28.8 KB
006. Code Demo - Simple ways of forming a Prompt and using it to Chain with a Model.mp4	76.6 MB
001. Introduction to the Course.en.srt	20.6 KB
/Chapter 2 LangChain Fundamental Concepts/
001. Getting Started with Prompt Template and Chat Prompt Template.en.srt	32.9 KB
001. Getting Started with Prompt Template and Chat Prompt Template.mp4	93.6 MB
002. Working with Agents and Tools.en.srt	59.8 KB
002. Working with Agents and Tools.mp4	161.6 MB
003. Agents and Tools - Advanced.en.srt	28.1 KB
003. Agents and Tools - Advanced.mp4	77.4 MB
004. Document Loaders and Splitters.en.srt	60.6 KB
004. Document Loaders and Splitters.mp4	166.8 MB
005. Working with Output Parsers.en.srt	25.4 KB
005. Working with Output Parsers.mp4	66.4 MB
006. Language Embeddings and Vector Databases.en.srt	59.2 KB
006. Language Embeddings and Vector Databases.mp4	130.0 MB
007. Our First RAG Application using a Vector DB.en.srt	24.1 KB
007. Our First RAG Application using a Vector DB.mp4	65.9 MB
008. Chain Types - Stuff, Map-Reduce and Refine.en.srt	26.9 KB
008. Chain Types - Stuff, Map-Reduce and Refine.mp4	78.0 MB
009. LCEL - LangChain Expression Language.en.srt	7.7 KB
009. LCEL - LangChain Expression Language.mp4	18.2 MB
/z.Gen-AI---RAG-Application-Development-using-LangChain-main/
LICENSE	1.1 KB
README.md	0.1 KB
/Section 1/
Environment+Setup.pdf	951.0 KB
Using+Google+Gemini+Model.pdf	186.6 KB
/.../GenAI-LLM-LC-Code/
agents-deep.ipynb	18.1 KB
agents-tools.ipynb	20.8 KB
attrition-analysis.py	1.2 KB
conversational_chain.py	3.1 KB
cv-summary.py	3.4 KB
document-chains.ipynb	28.8 KB
First-LC.py	2.0 KB
HR-Employee-Attrition.csv	228.0 KB
hrpc-FAISS-upload.py	3.1 KB
hrpc-query.py	3.7 KB
invoice_1001329.pdf	23.3 KB
invoice_3452334.pdf	22.3 KB
invoice-extraction.py	1.0 KB
invoiceutil.py	3.0 KB
LLMChain.py	0.6 KB
loaders-splitters.ipynb	1.7 MB
output-parsers.ipynb	11.4 KB
prompts-demo.ipynb	12.2 KB
retreival_chain.py	2.3 KB
Software-Engineer-CV.docx	37.0 KB
Software-Engineer-CV.pdf	173.6 KB
SQL-RAG-Demo.ipynb	7.0 KB
/Section 1/loaders-samples/
sample.json	0.2 KB
sample.txt	1.1 KB
/.../GenAI-LLM-LC-Code/
agents-deep.ipynb	18.1 KB
agents-tools.ipynb	20.8 KB
attrition-analysis.py	1.2 KB
conversational_chain.py	3.1 KB
cv-summary.py	3.4 KB
document-chains.ipynb	28.8 KB
First-LC.py	2.0 KB
HR-Employee-Attrition.csv	228.0 KB
hrpc-FAISS-upload.py	3.1 KB
hrpc-query.py	3.7 KB
invoice_1001329.pdf	23.3 KB
invoice_3452334.pdf	22.3 KB
invoice-extraction.py	1.0 KB
invoiceutil.py	3.0 KB
LLMChain.py	0.6 KB
loaders-splitters.ipynb	1.7 MB
output-parsers.ipynb	11.4 KB
prompts-demo.ipynb	12.2 KB
retreival_chain.py	2.3 KB
Software-Engineer-CV.docx	37.0 KB
Software-Engineer-CV.pdf	173.6 KB
SQL-RAG-Demo.ipynb	7.0 KB
/Section 3/
Environment+Setup.pdf	951.0 KB
wget-setup-windows.pdf	61.2 KB
/.../GenAI-LLM-LC-Code/
agents-deep.ipynb	18.1 KB
agents-tools.ipynb	20.8 KB
attrition-analysis.py	1.2 KB
conversational_chain.py	3.1 KB
cv-summary.py	3.4 KB
document-chains.ipynb	28.8 KB
First-LC.py	2.0 KB
HR-Employee-Attrition.csv	228.0 KB
hrpc-FAISS-upload.py	3.1 KB
hrpc-query.py	3.7 KB
invoice_1001329.pdf	23.3 KB
invoice_3452334.pdf	22.3 KB
invoice-extraction.py	1.0 KB
invoiceutil.py	3.0 KB
LLMChain.py	0.6 KB
loaders-splitters.ipynb	1.7 MB
output-parsers.ipynb	11.4 KB
prompts-demo.ipynb	12.2 KB
retreival_chain.py	2.3 KB
Software-Engineer-CV.docx	37.0 KB
Software-Engineer-CV.pdf	173.6 KB
SQL-RAG-Demo.ipynb	7.0 KB
/.../SQL-Table-Data/
customer.csv	74.5 KB
sale.csv	31.2 KB
Total files 118