AgentIndex icon
AgentIndex
swarmvault logo
swarmvault
★ 729
vs
deep-research logo
deep-research
★ 4.7k

swarmvault vs deep-research

swarmvault: SwarmVault turns raw files, URLs, and code into a persistent knowledge vault. Instead of losing work inside chat history, you get a markdown wiki, a knowledge graph, local search, and reviewable artifacts that stay on disk. It treats the vault itself as the product, writing durable artifacts you can inspect, diff, and keep improving.; deep-research: Deep Research is an AI-powered tool designed to generate comprehensive research reports rapidly, leveraging advanced AI models and internet connectivity. It prioritizes user privacy by processing and storing all data locally.

01

TL;DR

swarmvault logo
swarmvaultRAG / Knowledge Base · ★ 729

Repository ingestion and graph reports

Read swarmvault full review →
deep-research logo
deep-researchRAG / Knowledge Base · ★ 4.7k

Rapidly generate in-depth research reports for personal and professional use.

Read deep-research full review →
02

Side-by-Side Comparison

Field
swarmvault logoswarmvault
deep-research logodeep-research
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 729
★ 4.7k
License
MIT
MIT
Install Command
npm install -g @swarmvaultai/cli
docker run -d --name deep-research -p 3333:3000 xiangfa/deep-research
Updated
3mo ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
claude-code, claude-skills, codex
AI Research, LLM, Privacy-focused
03

Features

swarmvault logoswarmvault
01Knowledge graph with provenance
02Schema-guided compilation
03Save-first queries
04Reviewable changes
0512+ LLM providers
deep-research logodeep-research
01Rapidly generates comprehensive research reports in minutes.
02Ensures privacy by processing and storing all data locally in the browser.
03Supports a wide range of mainstream large language models (LLMs).
04Integrates with various web search engines for enhanced information gathering.
05Allows uploading and processing local files to build a knowledge base.
04

Use Cases

swarmvault logoswarmvault
↳Repository ingestion and graph reports
↳Research-aware capture with normalized metadata
↳Mixed corpus compilation, review, and save-first output
deep-research logodeep-research
↳Rapidly generate in-depth research reports for personal and professional use.
↳Serve as a deep research as a service (SaaS) platform via SSE API.
↳Integrate deep research functionality into other AI applications using MCP.
FAQ

FAQ

What is the difference between swarmvault and deep-research?
Both swarmvault and deep-research are in the RAG / Knowledge Base category. swarmvault has 729 stars, while deep-research has 4.7k stars.
Which is better, swarmvault or deep-research?
The best choice depends on your use case. Choose swarmvault if Repository ingestion and graph reports, and deep-research if Rapidly generate in-depth research reports for personal and professional use..
Is swarmvault free or open source?
Yes, swarmvault is open source on GitHub (MIT).
Is deep-research free or open source?
Yes, deep-research is open source on GitHub (MIT).
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Related

Alternatives to swarmvault →Alternatives to deep-research →swarmvault details →deep-research details →