data-olympus
★ 31
vs
stashbase
★ 1.2k
data-olympus vs stashbase
data-olympus: data-olympus provides a governance-grade knowledge base for AI agent workforces, built on the Open Knowledge Format (OKF) with extensions for decision management. It enables agents and humans to access, search, and extend a version-controlled document graph of engineering standards and architectural decisions.; stashbase: StashBase enables AI agents to search and utilize content from your local files, including PDFs, DOCX, images, audio, and video. It creates a searchable index from your folders, allowing agents to find relevant context by meaning rather than just keywords.
01
TL;DR
data-olympusRAG / Knowledge Base · ★ 31
Guiding AI agents to adhere to established engineering standards and architectural decisions.
stashbaseRAG / Knowledge Base · ★ 1.2k
When to choose:
- You want a desktop app that indexes folders of PDFs, DOCX, images, audio and video and shares them with Claude, Codex and other MCP clients.
- Your files must stay the source of truth: the index can be rebuilt, and removing a folder never deletes files.
- You want exact text search with no key, and semantic search only if you opt in.
When to skip:
- Your documents cannot leave the machine and you need semantic search: it sends content to OpenAI or OpenRouter.
- You are on Linux and need official support: Linux builds are community-supported.
- You only need one file converted now and then: an MCP converter is lighter.
02
Side-by-Side Comparison
Field
data-olympusstashbaseCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 31
★ 1.2k
License
Apache-2.0
Apache-2.0
Install Command
uv venv && uv pip install -e '.[dev]'
brew install --cask liliu-z/stashbase/stashbase
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Knowledge Base, Agent Governance, Open Knowledge Format
Local Files, RAG, AI Agents
03
Features
data-olympus01Portable, no vendor lock-in with Git-native markdown files.
02Supports Git-native diffs and review for all changes.
03Readable by both AI agents and humans using plain markdown.
04Enables governed multi-agent writes without concurrent race conditions.
05Queryable by governance fields like status, tier, and type.
stashbase01Extracts searchable text from various formats including PDFs, DOCX, images (OCR), audio, and video (transcription).
02Semantic search capabilities to find relevant context by meaning, supported by an AI Index.
03Connects and shares searchable context across Claude, Codex, and other MCP clients and built-in agents.
04Maintains local files as the source of truth, with indexes and derived data stored separately.
04
Use Cases
data-olympus↳Guiding AI agents to adhere to established engineering standards and architectural decisions.
↳Maintaining a version-controlled, auditable repository of project knowledge and governance rules.
↳Preventing AI agents from making choices that diverge from team-established best practices.
↳Enabling humans and agents to collaboratively read, search, and extend shared knowledge.
stashbase↳Providing AI agents with searchable access to research papers and contracts stored locally.
↳Enabling chatbots to answer questions based on internal documentation, scanned documents, and recordings.
↳Developers wanting to query project design documents and architecture notes using a built-in AI agent.
↳Organizing and searching personal knowledge bases that primarily consist of diverse local file types.
05
Best For
data-olympus—
stashbaseTrending
FAQ
FAQ
What is the difference between data-olympus and stashbase?
Both data-olympus and stashbase are in the RAG / Knowledge Base category. data-olympus has 31 stars, while stashbase has 1.2k stars.
Which is better, data-olympus or stashbase?
The best choice depends on your use case. Choose data-olympus if Guiding AI agents to adhere to established engineering standards and architectural decisions., and stashbase if Providing AI agents with searchable access to research papers and contracts stored locally..
Is data-olympus free or open source?
Yes, data-olympus is open source on GitHub (Apache-2.0).
Is stashbase free or open source?
Yes, stashbase is open source on GitHub (Apache-2.0).
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