GitHub - karthik2603-theBrogrammer/yet-another-multimodal-rag: An advanced multimodal Retrieval Augmented Generation (RAG) system leveraging Gemini, HuggingFace embeddings, and Pinecone Vector DB to semantically parse complex PDF documents, with an asynchronous microservice architecture using Kafka, Langchain, FastAPI, JWT authentication, and Docker for scalable, real-time contextual knowledge extraction.

Name		Name	Last commit message	Last commit date
appwrite-service		appwrite-service
auth_test		auth_test
backup/frontend		backup/frontend
content		content
figures		figures
file-processing-service		file-processing-service
frontend		frontend
inference-service		inference-service
ingestion-service		ingestion-service
.gitignore		.gitignore
docker-compose.yaml		docker-compose.yaml
index.ipynb		index.ipynb
index.py		index.py
instructions.txt		instructions.txt
test_gpt.py		test_gpt.py
test_gradio.py		test_gradio.py
test_ollama.py		test_ollama.py

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An advanced multimodal Retrieval Augmented Generation (RAG) system leveraging Gemini, HuggingFace embeddings, and Pinecone Vector DB to semantically parse complex PDF documents, with an asynchronous microservice architecture using Kafka, Langchain, FastAPI, JWT authentication, and Docker for scalable, real-time contextual knowledge extraction.

async-processing message-queues microservices token-authentication

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