Shreyash Daware000
enterprise-rag-v1IN-PROGRESS

Enterprise RAG System

Production-ready Retrieval-Augmented Generation platform with hierarchical document parsing, semantic search, metadata-aware retrieval, and agentic workflows for enterprise knowledge bases.

Chunking
Recursive + Parent-Child
Retrieval
Metadata-aware Hybrid Search
Memory
Short + Long + Semantic
Architecture
Multi-Agent Ready

Parameters

frameworkLangGraph + LlamaIndex
vector DBQdrant
parserDocling + PyMuPDF
memoryRedis + PostgreSQL

Technologies

LLMsRAGLangGraphLlamaIndexQdrantFastAPIPostgreSQLAI Agents
NextWildlife Detection Pipeline