Retrivora AI RAG Engine — Start building today!

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The Universal Bridge
for Generative AI

Retrivora AI connects any document to any LLM and Vector Database in minutes. Deploy enterprise-ready RAG with a single React widget & Next.js backend.

npm install @retrivora-ai/rag-engine
Get Started FreeDocumentation
Plug-and-play vector DB connectorsMulti-LLM provider supportReal-time RAG pipeline monitoringTypeScript-first SDKSub-5 minute deploymentEnterprise-grade security
Universal RAG Platform

From Documents to Intelligent Responses

A complete, production-ready RAG pipeline that connects your data to any AI model.

ANY DOCUMENT
PDFDOCXCSVJSONMD
01

Ingest

Extract and prepare data

  • Parse & Extract
  • Chunking
  • Metadata Enrichment
  • OCR Processing
  • Embeddings
02

Retrieve

Find relevant information

  • Semantic Search
  • Hybrid Search
  • Metadata Filters
  • Reranking
  • Namespace Isolation
03

Retrivora Core

Orchestrate and augment context

  • Context Assembly
  • Conversation Memory
  • Prompt Orchestrator
  • Guardrails & Safety
  • Caching & Optimization
  • Knowledge Isolation
  • Agent & Tool Integration
04

Generate

Leverage best AI models

  • OpenAI (GPT-5)
  • Anthropic (Claude)
  • Google (Gemini)
  • Meta (Llama)
  • Mistral AI
  • Ollama & More
05

Response

Grounded and reliable output

  • Accurate
  • Relevant
  • Grounded
  • Cited Sources
BUILT TO INTEGRATE WITH YOUR STACK
OpenAIClaudeGeminiAzure AIPineconeWeaviateQdrantMilvusPostgreSQL pgvectorRedisMongoDB

Model Agnostic

Use any LLM via unified API

Vector DB Agnostic

Connect to any vector database

Enterprise Ready

Security, scalability and compliance built-in

Developer Friendly

Simple SDK, JS/TS, Python & REST APIs

Observability

Monitor, trace and optimize every step

Plug & Play

Quick to start, easy to scale

Built for every layer of the stack

Swap providers without rewriting a single line of business logic.

Vector DB

Vector Store

Universal support for Pinecone, PGVector, MongoDB, Milvus, Qdrant, and more.

Learn more
Models

Embeddings

Seamlessly switch between OpenAI, Ollama, or custom embedding providers.

Learn more
Inference

LLM Orchestration

Optimized inference across OpenAI, Anthropic, Gemini, and local LLMs.

Learn more
Explore all features
Start building today

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your RAG pipelines?

Join thousands of developers building production-ready RAG applications with Retrivora AI. Free forever, no credit card required.

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