Agent Bayes

Agent Bayes

ArchaeoMind
TILDE

TILDE

ielab
+
+

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About

Agent Bayes is an AI research assistant for graduate students, postdoctoral researchers and other academics. Users add papers as PDFs or sync them from Zotero, then ask questions about their library. The agent searches those sources and builds a mindmap of claims, each linked to the passage and page supporting it. Users can open a citation to inspect the passage or PDF page, and competing findings can remain on the map as separately sourced positions. AI Verification assesses whether cited passages support a claim; the feature is included in paid plans. An MCP server lets compatible tools such as Claude Code, Codex and Cursor search the user's library and work with its cited answers and mindmaps. The free plan includes 50 credits per month, and paid subscriptions start at $11/month, billed annually.

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.

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 Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

MA and PhD students, postdocs, and academic researchers conducting literature reviews.

Audience

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

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 Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$11/month
The Free plan includes 50 credits per month. Starter costs $11/month when billed annually and includes 600 credits per month. AI citation verification is included in paid plans.
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not 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

ArchaeoMind
Founded: 2026
Israel
agentbayes.com

Company Information

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

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Jenni

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Alternatives

ColBERT

ColBERT

Future Data Systems
RankLLM

RankLLM

Castorini

Categories

AI Research Tools Supported

Categories

Reranking Models Supported

Integrations

Claude Code Supported
Cursor Supported
Hugging Face Not Supported
Model Context Protocol (MCP) Supported
OpenAI Codex Supported
Python Not Supported
Zotero Supported

Integrations

Claude Code Not Supported
Cursor Not Supported
Hugging Face Supported
Model Context Protocol (MCP) Not Supported
OpenAI Codex Not Supported
Python Supported
Zotero Not Supported
Claim Agent Bayes and update features and information
Claim Agent Bayes and update features and information
Claim TILDE and update features and information
Claim TILDE and update features and information