Advanced RAG Technology

Transform Your Knowledge Into
Intelligent Answers

Build powerful knowledge bases with AI-powered retrieval and generation. Get instant, accurate answers from your documents using advanced RAG technology.

Try It Now - No Sign Up Required

Upload a file or paste a URL to create a knowledge base and start querying instantly

100+
Knowledge Bases
10K+
Queries Processed
99%
Accuracy Rate

Powerful Features

Everything you need to build, manage, and query intelligent knowledge bases

Knowledge Base Management

Create and manage document collections with intelligent indexing. Support for websites, PDFs, and multiple formats with automatic content extraction.

  • Automatic content extraction and indexing
  • Multi-format support (HTML, PDF, Markdown)
  • Real-time sync and status tracking

AI-Powered RAG

Advanced Retrieval-Augmented Generation with hybrid search combining vector similarity and BM25 keyword matching for accurate results.

  • Hybrid vector + BM25 search
  • Relevance filtering and reranking
  • Multi-language support (EN/HE)

Intelligent Chat Interface

Natural language query processing with streaming responses, source citations, and confidence scores. Ask questions in English or Hebrew.

  • Real-time token streaming
  • Source citations and confidence scores
  • RTL/LTR automatic direction

Advanced Analytics

Track query performance, user sessions, and system metrics. Monitor knowledge base usage with detailed insights and feedback collection.

  • Query performance tracking
  • User feedback and scoring
  • Langfuse integration

Customizable Presets

Configure ingestion, retrieval, and generation settings with flexible presets. Optimize chunking, embedding models, and RAG pipeline parameters.

  • Ingestion and chunking presets
  • RAG pipeline configuration
  • Model and parameter tuning

Enterprise Ready

Secure, scalable, and production-ready. Built with FastAPI, Qdrant vector database, and PostgreSQL for reliability and performance.

  • Secure authentication
  • Scalable architecture
  • Production deployment ready

How It Works

Simple steps to transform your documents into intelligent knowledge

1

Add Your Sources

Connect websites, upload PDFs, or add documents. Our intelligent scraper automatically extracts and processes content with OCR support.

2

Intelligent Indexing

Content is processed, chunked with configurable strategies, and embedded into a vector database using advanced embedding models for semantic search.

3

Hybrid Search

Queries are processed with intent analysis, translated if needed, and searched using hybrid RRF combining vector similarity and BM25 keyword matching.

4

Get Answers

Receive accurate, context-aware answers with source citations, confidence scores, and streaming responses. Answers adapt to query language (RTL/LTR).

Why Choose Inferen?

Built for accuracy, performance, and ease of use

High Accuracy

Advanced relevance filtering and reranking ensure you get the most accurate answers from your knowledge base.

Fast Performance

Optimized vector search with hybrid retrieval delivers sub-second response times even with large knowledge bases.

Multi-Language

Full support for English and Hebrew with automatic language detection, translation, and RTL/LTR text direction.

Developer Friendly

RESTful API, comprehensive documentation, and flexible configuration options for easy integration.

Flexible Architecture

Modular RAG pipeline with configurable preprocessing, retrieval, postprocessing, and generation steps.

Continuous Improvement

Track performance, collect feedback, and optimize your RAG pipeline with detailed analytics and monitoring.

Ready to Get Started?

Join organizations using Inferen to transform their knowledge into intelligent, searchable answers.