GitHub - SayamAlt/LlamaIndex-for-Generative-AI: This repository contains hands-on notebooks and end-to-end examples demonstrating how to build Generative AI and RAG (Retrieval-Augmented Generation) applications using LlamaIndex.

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This repository contains hands-on notebooks and end-to-end examples demonstrating how to build Generative AI and RAG (Retrieval-Augmented Generation) applications using LlamaIndex.

agentic-ai agentic-ai-development chromadb google-gemini llama-index llamaindex llamaindex-rag llamaindex-tutorials llamaindex-workflow ollama pinecone-client rag-evaluation retrieval-augmented-generation

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Name		Name	Last commit message	Last commit date
chroma_db		chroma_db
data		data
paul_rag_db		paul_rag_db
rag_evaluator_pack		rag_evaluator_pack
vector_db_index		vector_db_index
.gitignore		.gitignore
Agentic_RAG_using_LLamaIndex.ipynb		Agentic_RAG_using_LLamaIndex.ipynb
Create HuggingFace Embeddings using LlamaIndex.ipynb		Create HuggingFace Embeddings using LlamaIndex.ipynb
Create Vector Store Indexing in LlamaIndex.ipynb		Create Vector Store Indexing in LlamaIndex.ipynb
Create a RAG from scratch using LlamaIndex.ipynb		Create a RAG from scratch using LlamaIndex.ipynb
Download datasets from LlamaHub.ipynb		Download datasets from LlamaHub.ipynb
Extract Metadata from Data using LlamaIndex.ipynb		Extract Metadata from Data using LlamaIndex.ipynb
Google Gemini Pro LLM using LlamaIndex.ipynb		Google Gemini Pro LLM using LlamaIndex.ipynb
LlamaIndex Document Management.ipynb		LlamaIndex Document Management.ipynb
Load existing embeddings for RAG using LlamaIndex.ipynb		Load existing embeddings for RAG using LlamaIndex.ipynb
Local RAG on Paul Essay using ChromaDB.ipynb		Local RAG on Paul Essay using ChromaDB.ipynb
Nodes in LlamaIndex.ipynb		Nodes in LlamaIndex.ipynb
PII Masking in LlamaIndex.ipynb		PII Masking in LlamaIndex.ipynb
Prompt Template in LlamaIndex.ipynb		Prompt Template in LlamaIndex.ipynb
Query your data using Query Engine - LlamaIndex.ipynb		Query your data using Query Engine - LlamaIndex.ipynb
ReAct_Agent_using_LLamaIndex.ipynb		ReAct_Agent_using_LLamaIndex.ipynb
Reading online webpages using LlamaIndex.ipynb		Reading online webpages using LlamaIndex.ipynb
Save VectorStore Indexing in ChromaDB using LlamaIndex.ipynb		Save VectorStore Indexing in ChromaDB using LlamaIndex.ipynb
Saving Vector Store Embeddings in Local Disk using LlamaIndex.ipynb		Saving Vector Store Embeddings in Local Disk using LlamaIndex.ipynb
Simple Directory Reader in LlamaIndex.ipynb		Simple Directory Reader in LlamaIndex.ipynb
Using Gemini Multimodals to work with Text and Images.ipynb		Using Gemini Multimodals to work with Text and Images.ipynb
Using LlamaIndex and Pinecone to build RAG applications.ipynb		Using LlamaIndex and Pinecone to build RAG applications.ipynb
Using LlamaParse for optimal RAG in LlamaIndex.ipynb		Using LlamaParse for optimal RAG in LlamaIndex.ipynb
Using SentenceSplitter to create chunks from text - LlamaIndex.ipynb		Using SentenceSplitter to create chunks from text - LlamaIndex.ipynb
Working with Ollama using LlamaIndex.ipynb		Working with Ollama using LlamaIndex.ipynb
Working with Pandas Query Engine using LlamaIndex.ipynb		Working with Pandas Query Engine using LlamaIndex.ipynb

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