stashbase
★ 1.1k
vs
sir-thaddeus
★ 15
stashbase vs sir-thaddeus
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.; sir-thaddeus: Sir Thaddeus is an open-source, local-first AI assistant and agent workspace specifically designed for Windows, enabling users to run local LLMs like LM Studio or Ollama with robust privacy controls. It provides features like threaded chat, durable memory, a Markdown wiki, and permissioned tools, all while ensuring no telemetry and explicit control over sensitive actions.
01
TL;DR
stashbaseRAG / Knowledge Base · ★ 1.1k
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.
sir-thaddeusRAG / Knowledge Base · ★ 15
Private Research and Information Gathering: Conduct web searches and access local documents with explicit control over data sharing.
02
Side-by-Side Comparison
Field
stashbasesir-thaddeusCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 1.1k
★ 15
License
Apache-2.0
Apache-2.0
Install Command
brew install --cask liliu-z/stashbase/stashbase
git clone https://github.com/raydeStar/sir-thaddeus.git
cd sir-thaddeus
Updated
1d ago
4d ago
Open Source
Yes
Yes
Tags
Local Files, RAG, AI Agents
Local AI, LLM Agent, Windows
03
Features
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.
sir-thaddeus01Local-first AI Assistant: Run models on your machine, offline by default, without accounts or telemetry.
02Robust Permission Control: Explicitly manage tool access (Off, Ask, Always) for sensitive actions like file access or web search.
03Integrated Knowledge Workspace: Includes threaded chat, durable memory, and a Markdown wiki with roots, folders, pages, and revisions.
04OpenAI-compatible Endpoint Support: Connects to LM Studio, Ollama, or any compatible `/v1` API endpoint.
05Transparency and Auditability: Provides sources, outcomes, permission decisions, diagnostics, and per-turn traces.
04
Use Cases
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.
sir-thaddeus↳Private Research and Information Gathering: Conduct web searches and access local documents with explicit control over data sharing.
↳Personal Knowledge Management: Organize and recall information using the integrated Markdown wiki and durable memory, edited by AI.
↳Automated Local Tasks: Execute repeatable routines and system tools behind configured policy boundaries.
↳Secure Document Analysis: Process local files like PDF, DOCX, XLSX, and CSV with scoped file reading, ensuring sensitive data stays local.
↳Benchmarking AI Agent Performance: Utilize the built-in measurement framework to evaluate the effectiveness of small models with deterministic capabilities and verification.
05
Best For
stashbaseTrending
sir-thaddeus—
FAQ
FAQ
What is the difference between stashbase and sir-thaddeus?
Both stashbase and sir-thaddeus are in the RAG / Knowledge Base category. stashbase has 1.1k stars, while sir-thaddeus has 15 stars.
Which is better, stashbase or sir-thaddeus?
The best choice depends on your use case. Choose stashbase if Providing AI agents with searchable access to research papers and contracts stored locally., and sir-thaddeus if Private Research and Information Gathering: Conduct web searches and access local documents with explicit control over data sharing..
Is stashbase free or open source?
Yes, stashbase is open source on GitHub (Apache-2.0).
Is sir-thaddeus free or open source?
Yes, sir-thaddeus is open source on GitHub (Apache-2.0).
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