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NVIDIA-RAG-blueprint

  • GitHub
 NVIDIA-RAG-blueprint - Home  NVIDIA-RAG-blueprint - Home

NVIDIA-RAG-blueprint

  • GitHub

Table of Contents

NVIDIA RAG Blueprint

  • Release Notes
  • Support Matrix

Get Started

  • Get an API Key
  • Get Started with the RAG Blueprint
  • Web User Interface
  • Notebooks

Deployment Options for RAG Blueprint

  • Deploy with Docker (Self-Hosted Models)
  • Deploy with Docker (NVIDIA-Hosted Models)
  • Deploy on Kubernetes with Helm
  • Deploy on Kubernetes with Helm from the repository
  • Deploy on Kubernetes with Helm and MIG Support
  • Deploy on Kubernetes with NIM Operator

Common configurations

  • Best Practices for Common Settings
  • Change the Model
  • Customize Parameters
  • Customize Prompts
  • Model Profiles
  • Multi-Collection Retrieval
  • Multi-Turn Conversation Support
  • Query Rewriting
  • Reasoning
  • Self-reflection
  • Summarization

Data Ingestion and Processing

  • Audio Ingestion Support
  • Custom metadata Support
  • Enhanced PDF Extraction
  • File System Access to Results
  • Multimodal Embedding Support (Early Access)
  • NeMo Retriever OCR (Early Access)
  • Standalone NV-Ingest
  • Text-Only Ingestion

Vector Database and Retrieval

  • Change the Vector Database
  • Hybrid Search
  • Milvus Configuration
  • Query Decomposition

Multimodal and Advanced Generation

  • Image Captioning
  • VLM-based Inferencing

Evaluation

  • Evaluate Your RAG System

Governance

  • NeMo Guardrails

Observability and Telemetry

  • Observability

Troubleshoot RAG Blueprint

  • Troubleshoot
  • RAG Pipeline Debugging Guide
  • Migration Guide

Reference

  • Use the Python Client
  • Milvus Collection Schema
  • API - Ingestor Server Schema
  • API - RAG Server Schema
  • API - Ingestor Server Schema

API - Ingestor Server Schema#

This documentation contains the OpenAPI reference for the ingestor server.

Tip

To view this documentation on docs.nvidia.com, browse to https://docs.nvidia.com/rag/latest/api-ingestor.

Related Topics#

  • API - RAG Server Schema

  • NVIDIA RAG Blueprint Documentation

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Milvus Collection Schema Requirements for NVIDIA RAG Blueprint

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