Vibe Coding Discoverproduction-agentic-rag-course
View on GitHubA hands-on course and implementation for building a production-oriented arXiv paper assistant, covering ingestion, OpenSearch BM25 and hybrid retrieval, RAG, monitoring, and a LangGraph agent with adaptive retrieval and Telegram access.
Use Cases
Build an arXiv research-paper assistantIngest and parse academic PDFsSearch papers with BM25 and hybrid retrievalAnswer research questions with a RAG pipelineAdapt retrieval through query rewriting and document gradingAccess a research assistant through Telegram
Built With
- Language
- Python
- Frameworks
- LangGraph · LangChain · FastAPI · Gradio · Apache Airflow
Tags
RAG · agentic RAG · hybrid search · BM25 · OpenSearch · arXiv · paper research · document ingestion · query rewriting · document grading · monitoring · caching · Telegram bot · course