AgentIndex icon
AgentIndex
minima logo
minima
★ 1.1k
vs
flexible-graphrag logo
flexible-graphrag
★ 194

minima vs flexible-graphrag

minima: Minima is an open-source, on-premises RAG (Retrieval Augmented Generation) solution designed to query local documents securely. It offers flexible deployment options, including fully local operation with Ollama, integration with custom OpenAI-compatible LLMs, and connectivity with popular AI assistants like ChatGPT and Anthropic Claude.; flexible-graphrag: Flexible GraphRAG is an open-source platform that integrates document processing, automated knowledge graph construction, and hybrid search (full-text, vector, graph) with AI query and chat capabilities. It supports 13 data sources, multiple vector and graph databases, and offers automatic incremental updates to keep data synchronized in real-time.

01

TL;DR

minima logo
minimaRAG / Knowledge Base · ★ 1.1k

Building secure, fully on-premises RAG systems using local LLMs like Ollama.

Read minima full review →
flexible-graphrag logo
flexible-graphragRAG / Knowledge Base · ★ 194

Advanced Information Retrieval and Q&A over diverse document sets

Read flexible-graphrag full review →
02

Side-by-Side Comparison

Field
minima logominima
flexible-graphrag logoflexible-graphrag
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 1.1k
★ 194
License
MPL-2.0
Apache-2.0
Install Command
./run.sh
cd flexible-graphrag && cp env-sample.txt .env && cd .. && cd docker && cp docker-env-sample.txt docker.env && docker-compose -f docker-compose.yaml -p flexible-graphrag up -d
Updated
9mo ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
RAG, On-premises, LLM
GraphRAG, Knowledge Graph, Hybrid Search
03

Features

minima logominima
01Open-source RAG solution for on-premises container deployment.
02Supports fully local operation with Ollama, ensuring data privacy and security.
03Integrates with custom LLMs via OpenAI-compatible APIs (e.g., vLLM, TGI).
04Enables querying local documents using ChatGPT or Anthropic Claude applications.
05Indexes various document types including PDF, DOCX, TXT, MD, and CSV.
flexible-graphrag logoflexible-graphrag
01Configurable Hybrid Search (vector, full-text, graph)
02Automated Knowledge Graph Construction for GraphRAG
03Multi-Source Document Ingestion from 13 different data sources
04Automatic Incremental Updates for real-time data synchronization
05Flexible and modular Docker deployment with multiple UI clients (Angular, React, Vue)
04

Use Cases

minima logominima
↳Building secure, fully on-premises RAG systems using local LLMs like Ollama.
↳Integrating proprietary or self-hosted LLMs into a RAG workflow via OpenAI-compatible APIs.
↳Enhancing ChatGPT or Anthropic Claude with the ability to query and retrieve information from personal or organizational local documents.
flexible-graphrag logoflexible-graphrag
↳Advanced Information Retrieval and Q&A over diverse document sets
↳Automated Knowledge Management and Graph-powered insights from unstructured data
↳Real-time Synchronization of Knowledge Bases with frequently updating data sources
↳Building Conversational AI and Chatbots that can interact with enterprise content
↳Unified Document Processing and Search across cloud storage and enterprise repositories
FAQ

FAQ

What is the difference between minima and flexible-graphrag?
Both minima and flexible-graphrag are in the RAG / Knowledge Base category. minima has 1.1k stars, while flexible-graphrag has 194 stars.
Which is better, minima or flexible-graphrag?
The best choice depends on your use case. Choose minima if Building secure, fully on-premises RAG systems using local LLMs like Ollama., and flexible-graphrag if Advanced Information Retrieval and Q&A over diverse document sets.
Is minima free or open source?
Yes, minima is open source on GitHub (MPL-2.0).
Is flexible-graphrag free or open source?
Yes, flexible-graphrag is open source on GitHub (Apache-2.0).
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