TILDE

TILDE

ielab
troveGEN

troveGEN

Intellara Technologies
+
+

Related Products

  • Gemini Enterprise Agent Platform
    1,161 Ratings
    Visit Website
  • LeaseAccounting.app
    Visit Website
  • LTX
    182 Ratings
    Visit Website
  • RaimaDB
    12 Ratings
    Visit Website
  • CompAccelerator
    29 Ratings
    Visit Website
  • Portfolio Manager
    3 Ratings
    Visit Website
  • Square Payments
    10,145 Ratings
    Visit Website
  • FrameworkLTC
    48 Ratings
    Visit Website
  • SBS Asset Finance
    3 Ratings
    Visit Website
  • HostZealot
    309 Ratings
    Visit Website

About

TILDE (Term Independent Likelihood moDEl) is a passage re-ranking and expansion framework built on BERT, designed to enhance retrieval performance by combining sparse term matching with deep contextual representations. The original TILDE model pre-computes term weights across the entire BERT vocabulary, which can lead to large index sizes. To address this, TILDEv2 introduces a more efficient approach by computing term weights only for terms present in expanded passages, resulting in indexes that are 99% smaller than those of the original TILDE. This efficiency is achieved by leveraging TILDE as a passage expansion model, where passages are expanded using top-k terms (e.g., top 200) to enrich their content. It provides scripts for indexing collections, re-ranking BM25 results, and training models using datasets like MS MARCO.

About

troveGEN is a retrieval-augmented generation (RAG) and document-search platform for teams building AI products and organizations that need governed access to internal information. It ingests files, scanned documents, web pages and connected sources, then parses, OCRs, chunks, indexes and retrieves relevant passages with hybrid search, reranking, filters and access controls. Applications and AI agents can use its REST API, TypeScript SDK or Model Context Protocol server to search content and receive source-linked results; optional answer generation supports cited responses. Customers can use managed hosting or connect their own vector database, models and content sources, including air-gapped deployments. Use cases include internal knowledge search, customer support, technical documentation, and document workflows across finance, healthcare, legal and government.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques

Audience

AI product developers and organizations that need searchable, governed access to unstructured documents and knowledge, including engineering, HR, legal, healthcare, and financial-services teams.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

$25/month
troveGEN-Z Launch costs $25/month and includes 1,500 pages, 8,000 searches, 1,500 answers, and two projects. Annual billing costs 10 times the monthly price. The one-time free trial includes 500 pages, 2,000 searches, and 200 answers. Sovereign deployments are quoted.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

ielab
United States
github.com/ielab/TILDE/tree/main

Company Information

Intellara Technologies
Founded: 2025
India
troveGEN.com

Alternatives

ColBERT

ColBERT

Future Data Systems

Alternatives

No Alternatives
RankLLM

RankLLM

Castorini

Categories

Reranking Models Supported

Categories

Integrations

Amazon S3 Not Supported
Azure Blob Storage Not Supported
Cohere Not Supported
Google Drive Not Supported
Hugging Face Supported
Microsoft SharePoint Not Supported
Model Context Protocol (MCP) Not Supported
OpenAI Not Supported
Pinecone Not Supported
Python Supported
Qdrant Not Supported
pgvector Not Supported

Integrations

Amazon S3 Supported
Azure Blob Storage Supported
Cohere Supported
Google Drive Supported
Hugging Face Not Supported
Microsoft SharePoint Supported
Model Context Protocol (MCP) Supported
OpenAI Supported
Pinecone Supported
Python Not Supported
Qdrant Supported
pgvector Supported
Claim TILDE and update features and information
Claim TILDE and update features and information
Claim troveGEN and update features and information
Claim troveGEN and update features and information