Boo Bench
Leaderboard + paper
LiveUpdated 2026-11-06 13:30 UTC
RAG & memory
RAG & memory scores 54/100 on the AI Radar money board (#13), with 427 posts and 12.7M views on X over the last 14 days.
It moved up 2 places in the last 24 hours. 15 new tools appeared in this market over the last 7 days, and 143 posts were published about it in the last 72 hours. AGK Intelligence also rates the room for a newcomer here 1.58/4.
Top RAG & memory tools
auto-ontology
Auto Ontology 🔥
arXiv.org
Contextual embeddings represent chunks of a document with respect to the document's global context. These models are typically trained and evaluated under the…
ModelBest
ModelBest — On-Device Open-Source Model Platform
liteparse
A fast, helpful, and open-source document parser. Contribute to run-llama/liteparse development by creating an account on GitHub.
OpenDocRouter
Set the model to llamaindex/ocria-1 in your parse request to try it. New accounts start with $5 in credit
claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context…
mem0
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. - mem0ai/mem0
pagesift
Self-hosted web scraper, crawler and document parser for AI agents: URLs, PDFs with OCR and Office files to clean Markdown/JSON. Firecrawl- and…
pipeshub-ai
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 50+ connectors) into a…
Sign in
Come check it out on LlamaParse!
graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and…
unlimited-ocr
Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. - baidu/Unlimited-OCR
surrealdb-gradium-phonon
Open source
arxiv.org
If you’re looking to parse a massive volume of docs in production with consistently high accuracy, come check it out
Soba Labs
📖 Read the full guide
oxr
An open-source document parsing model with SOTA accuracy and speed, using an RSI loop during post-training. - SoMarkAI/OXR
free-oxr.somark.ai
I'd bring a genuinely messy document to the free demo. That's where this becomes interesting
minicpm-ocr
🤗 Hugging Face
jev-rag-claim-verification-130k
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
mempalace
The best-benchmarked open-source AI memory system. And it's free. - MemPalace/mempalace
hither1.github.io
An agent memory made of ordinary files: episodic, spatial, semantic, procedural and working memory in one filesystem.
xerj
AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid…
Xiaomi-OCR-0 Technical Report
Compact OCR-specific vision-language models achieve strong document parsing performance, but often rely on costly supervision and focus primarily on…
FAQ
Is there money in rag & memory?
AGK Intelligence rates buyer spend 2.85/4, search demand 3.35/4, sponsor budgets 2.39/4 and growth 3.1/4. Overall market score: 54/100 (#13 of 19).
What are the newest rag & memory tools?
Boo Bench, auto-ontology, arXiv.org, ModelBest, liteparse. Updated 2026-11-06 13:30 UTC.
How is this ranked?
35% money (AGK Intelligence judgment), 25% traction on X, 20% momentum over 72 hours, 10% new tools, 10% room for newcomers. See methodology.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 65.7k posts from 5k X accounts over the last 14 days, 10.4k tools, 19 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 13:30 UTC. Full method.