AI RAG Middleware Platform API
Production-ready RAG control plane that sits between applications and LLMs
A production-ready, enterprise-grade RAG (Retrieval-Augmented Generation) control plane that sits between applications and Large Language Models.
Production Readyvv0.1.0
Technology Stack
FastAPI
Framework
Python 3.11+
Language
PostgreSQL 17
Database
Qdrant
Vector DB
Redis
Cache/Queue
MinIO
Storage
Angular 19
Frontend
Key Features
File Management
- Support for PDF, DOCX, TXT, MD, HTML
- S3-compatible object storage
- Async background processing
- Real-time status tracking
Embedding Pipelines
- Configurable chunking and overlap
- Multi-model support
- Hybrid search (dense + sparse)
- Pipeline versioning
Use Cases
Enterprise knowledge bases
Customer support automation
Legal and compliance document search
Research paper analysis
Interactive product documentation
System Architecture
🌐 API Gateway
FastAPI-based REST API with authentication, rate limiting, and comprehensive access logging
⚙️ Processing Layer
Async worker service for file processing, embedding generation, and vector indexing
💾 Data Layer
PostgreSQL for metadata, Qdrant for vectors, MinIO for files, Redis for queue
Ready to Get Started?
Deploy your own RAG platform or learn more about integration