TrueMemory
★ 381
vs
ragflow
★ 92.6k
TrueMemory vs ragflow
TrueMemory: TrueMemory is a neuroscience-inspired persistent memory system for AI agents. It achieves state-of-the-art scores on LoCoMo, LongMemEval, and BEAM benchmarks while running entirely offline on a single SQLite file. The six-layer retrieval pipeline with an encoding gate filters noise and stores only meaningful information.; ragflow: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that integrates RAG with Agent capabilities. It provides a superior context layer for LLMs and offers a streamlined RAG workflow adaptable to enterprises of any scale.
01
TL;DR
TrueMemoryRAG / Knowledge Base · ★ 381
Personal AI assistant that remembers user preferences and history across conversations.
ragflowRAG / Knowledge Base · ★ 92.6k
When to choose:
- Your documents have complex layouts (PDFs, scanned files, tables, slides) and you need layout analysis, OCR, and traceable citations.
- You want an Apache-2.0 all-in-one RAG platform where you can inspect and hand-tune template-based chunks in a web UI.
When to skip:
- Your server has less than 4 CPU cores and 16 GB RAM; RAGFlow's multi-service stack is heavy.
- You want an autonomous web research agent that writes 2,000-word reports from live search rather than indexing a local document corpus; GPT Researcher fits better.
02
Side-by-Side Comparison
Field
TrueMemoryragflowCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 381
★ 92.6k
License
AGPL-3.0
Apache-2.0
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
docker compose -f docker-compose.yml up -d
Updated
1w ago
2d ago
Open Source
Yes
Yes
Tags
agent-memory, ai, ai-agents
RAG, AI Agent, LLM
03
Features
TrueMemory01Remembers everything across sessions – facts, preferences, decisions, corrections.
02State-of-the-art benchmark scores: 93.0% on LoCoMo, 92.0% on LongMemEval, 76.6% on BEAM-1M.
03Runs locally on a single SQLite file – zero cloud, zero API keys for Edge and Base tiers.
04Neuroscience-inspired architecture with six retrieval layers and an encoding gate.
05Works with Claude Code and Claude Desktop via pre-built lifecycle hooks.
ragflow01Deep document understanding for knowledge extraction from unstructured data.
02Intelligent and template-based chunking with explainable options.
03Grounded citations with reduced hallucinations and traceable references.
04Compatibility with heterogeneous data sources including documents, images, and web pages.
05Automated and effortless RAG workflow orchestration with configurable models and fused re-ranking.
04
Use Cases
TrueMemory↳Personal AI assistant that remembers user preferences and history across conversations.
↳Developer tool that maintains context across long coding sessions.
↳Research and simulation where agents need long-horizon memory.
ragflow↳Building high-fidelity, production-ready AI systems with complex data.
↳Developing enterprise-scale knowledge base and intelligent Q&A chatbots.
↳Facilitating intelligent document processing and advanced information retrieval.
05
Best For
TrueMemory—
ragflowMost PopularEssentialTrending
FAQ
FAQ
What is the difference between TrueMemory and ragflow?
Both TrueMemory and ragflow are in the RAG / Knowledge Base category. TrueMemory has 381 stars, while ragflow has 92.6k stars.
Which is better, TrueMemory or ragflow?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and ragflow if Building high-fidelity, production-ready AI systems with complex data..
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is ragflow free or open source?
Yes, ragflow is open source on GitHub (Apache-2.0).
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