const embedding = await model.embed(text); const results = await vectorDB.search(embedding);
// RAG Pipeline await chunk.vectorize() .rerank() .generate();
R
Advanced RAG Technology

CHAT WITH YOURKNOWLEDGE BASE

Transform documents and code into an AI-powered knowledge base with advanced embeddings, vectorization, and intelligent reranking

Vector SearchSmart ChunkingSemantic UnderstandingMulti-Modal
Enterprise Ready
SOC2 Compliant
99.9% Uptime

CORE CAPABILITIES

Built on cutting-edge RAG architecture for superior understanding and retrieval

SMART EMBEDDINGS

State-of-the-art embedding models for semantic understanding of your content

VECTOR DATABASE

High-performance vector storage for instant similarity search and retrieval

INTELLIGENT RERANKING

Advanced reranking algorithms to surface the most relevant results

NATURAL CHAT

Conversational AI that understands context and provides accurate answers

COMPREHENSIVE FEATURES

Everything you need to build intelligent document and code understanding systems

FILE UPLOAD SYSTEM

  • Bulk file upload with drag & drop
  • Support for PDF, DOCX, TXT, MD
  • Automatic text extraction
  • Large file handling (up to 100MB)

CODE INTELLIGENCE

  • Syntax-aware code parsing
  • Support for 50+ languages
  • Function & class extraction
  • Dependency analysis

DATA CONNECTORS

  • GitHub & GitLab integration
  • Google Drive & Dropbox sync
  • Notion & Confluence import
  • Custom API connectors

EMBEDDING ENGINE

  • Multiple embedding models
  • Chunking strategies
  • Semantic splitting
  • Real-time processing

ADVANCED SEARCH

  • Hybrid search (keyword + semantic)
  • Fuzzy matching
  • Filters & facets
  • Query expansion

SECURITY & PRIVACY

  • End-to-end encryption
  • Data isolation per workspace
  • GDPR & SOC2 compliant
  • Role-based access control

INTEGRATION OPTIONS

Seamlessly integrate Rivet into your existing workflow

REST API

Full-featured API access

SDKS

Python, JS, Go, Java

WEBHOOKS

Real-time event updates

CLOUD DEPLOY

Hosted or self-hosted

READY TO TRANSFORM YOUR KNOWLEDGE BASE?

Start building intelligent document and code understanding systems with Rivet's powerful RAG platform