distillery logo
distillery
★ 25
vs
Vault-for-LLM logo
Vault-for-LLM
★ 50

distillery vs Vault-for-LLM

distillery: Distillery is a team knowledge base accessed through Claude Code skills. It captures, classifies, connects, and surfaces team knowledge using natural language commands. It stores knowledge as vector embeddings in DuckDB, running locally or as a hosted service.; Vault-for-LLM: Vault-for-LLM is a local-first memory layer for LLM agents. It creates a portable SQLite knowledge vault from Markdown notes, allowing agents to search and retrieve structured memory on demand. It focuses on agent-oriented memory with bounded retrieval and optional embeddings.

01

TL;DR

distillery logo
distilleryRAG / Knowledge Base · ★ 25

Capture and retrieve team knowledge during development

Vault-for-LLM logo
Vault-for-LLMRAG / Knowledge Base · ★ 50

Persistent project context for AI agents across sessions

02

Side-by-Side Comparison

Field
distillery logodistillery
Vault-for-LLM logoVault-for-LLM
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 25
★ 50
License
NOASSERTION
MIT
Install Command
claude plugin marketplace add norrietaylor/distillery && claude plugin install distillery
python3 -m venv .venv && source .venv/bin/activate && pip install vault-for-llm
Updated
3d ago
1mo ago
Open Source
Yes
Yes
Tags
claude-code, duckdb, embeddings
embeddings, knowledge-base, llm
03

Features

distillery logodistillery
01/distill - Capture session knowledge with dedup detection
02/recall - Semantic search with provenance
03/pour - Multi-entry synthesis with citations
04/bookmark - Store URLs with auto-generated summaries
05/digest - Team activity summary from internal entries
Vault-for-LLM logoVault-for-LLM
01Local-first SQLite storage
02Keyword + optional vector/hybrid search
03Memory layers (L0-L3) for structured context
04Document Map with bounded citations
05MCP server integration for agent access
04

Use Cases

distillery logodistillery
↳Capture and retrieve team knowledge during development
↳Record meeting minutes with append updates
↳Track technical decisions and architectural context
Vault-for-LLM logoVault-for-LLM
↳Persistent project context for AI agents across sessions
↳Debugging and troubleshooting knowledge retrieval
↳Team collaboration via synced knowledge vaults
FAQ

FAQ

What is the difference between distillery and Vault-for-LLM?
Both distillery and Vault-for-LLM are in the RAG / Knowledge Base category. distillery has 25 stars, while Vault-for-LLM has 50 stars.
Which is better, distillery or Vault-for-LLM?
The best choice depends on your use case. Choose distillery if Capture and retrieve team knowledge during development, and Vault-for-LLM if Persistent project context for AI agents across sessions.
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
Is Vault-for-LLM free or open source?
Yes, Vault-for-LLM is open source on GitHub (MIT).
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