Agent BayesArchaeoMind
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TILDEielab
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Related Products
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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.
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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.
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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
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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
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Audience
MA and PhD students, postdocs, and academic researchers conducting literature reviews.
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Audience
Academic researchers and developers searching for a tool to implement efficient and scalable passage re-ranking and expansion techniques
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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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
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationArchaeoMind
Founded: 2026
Israel
agentbayes.com
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Company Informationielab
United States
github.com/ielab/TILDE/tree/main
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Alternatives |
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Categories |
Categories |
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Integrations
Claude Code
Supported
Cursor
Supported
Hugging Face
Not Supported
Model Context Protocol (MCP)
Supported
OpenAI Codex
Supported
Python
Not Supported
Zotero
Supported
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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
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