GitHub - SayamAlt/Langchain-for-Information-Retrieval-RAG: This repository contains source code which encompasses usage of the Langchain framework to extract information from distinct types of documents and subsequently perform Retrieval Augmented Generation(RAG) on these documents as well.

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This repository contains source code which encompasses usage of the Langchain framework to extract information from distinct types of documents and subsequently perform Retrieval Augmented Generation(RAG) on these documents as well.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
api		api
chatbot		chatbot
chromadb		chromadb
pdf_files		pdf_files
text_files		text_files
.gitignore		.gitignore
AI_revolution.txt		AI_revolution.txt
Assessmentgrade.csv		Assessmentgrade.csv
CSV Data Extraction using Langchain.ipynb		CSV Data Extraction using Langchain.ipynb
Cover Letter.docx		Cover Letter.docx
Creating Text Embeddings using Langchain.ipynb		Creating Text Embeddings using Langchain.ipynb
DOCX Data Extraction using Langchain.ipynb		DOCX Data Extraction using Langchain.ipynb
HTML Data Extraction using Langchain.ipynb		HTML Data Extraction using Langchain.ipynb
Iris.csv		Iris.csv
LLMChain using Langchain.ipynb		LLMChain using Langchain.ipynb
Loading multiple text files from a directory using Langchain.ipynb		Loading multiple text files from a directory using Langchain.ipynb
Multi Query Retriever using Langchain.ipynb		Multi Query Retriever using Langchain.ipynb
Online PDF Data Extraction using Langchain.ipynb		Online PDF Data Extraction using Langchain.ipynb
PDF Data Extraction using Langchain.ipynb		PDF Data Extraction using Langchain.ipynb
Prompt Template Mistral AI Langchain.ipynb		Prompt Template Mistral AI Langchain.ipynb
SQL Practical Assignment.pdf		SQL Practical Assignment.pdf
Single Query Retriever using Langchain.ipynb		Single Query Retriever using Langchain.ipynb
Store Embeddings in ChromaDB using Langchain.ipynb		Store Embeddings in ChromaDB using Langchain.ipynb
Text File Data Extraction using Langchain.ipynb		Text File Data Extraction using Langchain.ipynb
Text Generation using Langchain.ipynb		Text Generation using Langchain.ipynb
requirements.txt		requirements.txt
sample_file.txt		sample_file.txt
state_of_the_union.txt		state_of_the_union.txt
transformers.html		transformers.html