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Knowledge graph
Entities and links, laid out live with Cytoscape.
Map, Cite, and Evolve your knowledge
The knowledge graph, citations, and wiki — running right here.
What did we decide about auth?
U
The team chose RS256 over HS256 so keys can rotate without redeploying, and access tokens now expire after 15 minutes.
[1]
DanabackendApr 12
Let's go with RS256 — we can rotate keys without redeploying the gateway.
View original[2]
WeibackendApr 12
Set the access-token TTL to 15m; the refresh token handles the rest.
View originalCited answers
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Overview
Overview
Atlas turns this channel's conversations into a living, cited knowledge base — refreshed automatically.
See also [[Decisions]] and [[Tech Stack]].
Living wiki
Structured pages, every claim cited.
How it worksAdd |.
Add |.
Atlas turns it into knowledge.
Drop in a channel, a file, or a recording — Atlas captures it, makes sense of it, and turns it into a knowledge graph and wiki you can actually use.
- 1Ingest
Capture files and messages
Streams text, PDFs, images, and audio from the channels you authorize across Slack, Discord, and Teams. Enterprise sources like BigQuery and S3 are coming soon.
SlackDiscordTeamssyncingSoonBigQueryS3DDanaLet's go with RS256 for auth.
WWeiGateway diagram:gateway-arch.png
SSamRoadmap's in here:Q3-roadmap.pdf
PPriyaStandup recording:standup.m4a
LLeePostgres migration shipped ✅
- 2Understand
Turn into AI-native Memories
Atlas reads each conversation and pulls out the key facts, people, decisions, and files — organizing them into a knowledge graph that stays up to date on its own.
DanaWe'll use RS256 for auth and log people out after 15 minutes.
Picking out the key facts, people & filesDecided: use RS256 for authDLogins expire after 15 minAuthenticationRS256gateway-arch.pngDanaAuth leadWQ3-roadmap.pdfWeiGateway owner0facts0people0files - 3Generate
Generate Dual-system Knowledge
From that memory Atlas builds two views of the same truth — a queryable knowledge graph and an auto-generated wiki — so every answer stays grounded and explorable.
Knowledge graphLoading graph…Wikiauto-generatedDecisions · RS256 over HS2561
OverviewPeople & ExpertsDecisionsTech StackFAQResources
Architecture
Enterprise Knowledge Ecosystem
A unified AI pipeline that turns scattered conversations into structured, searchable knowledge — from ingestion to retrieval.
① Multi-Platform Chat & Files
Slack
Teams
OneDrivePDF / Docs
Audio / Meeting
Easy Connect
② Beever Atlas Core · Memory Hub
Multimodal Memory Ingestion
3-Tier Memory
Hybrid Search
Channel Summary
Topic Cluster
Atomic Facts
Agent Memory
Task State Tracking
Skill & Tool Dispatch
Multi-Agent Collab
Graph Memory
Entity & Relationship Extraction
People · Decisions · Projects
Cross-Channel Tracing
Distillation · Agent Tools & Skills
LLM Wiki · Auto Knowledge Base
QA Agents · Citation Q&A
Surface to Users & AI Tools
③ Surfaces & Integrations
Dashboard
MCP · Model Context Protocol
Claude
Cursor & Dev Agents
Developer
Build with Atlas
First-class MCP support, REST API, and Docker deployment. Get started in minutes.
// mcp.json
{
"mcpServers": {
"beever-atlas": {
"url": "http://localhost:8000/mcp"
}
}
}// Available tools
beever_askbeever_searchbeever_graphbeever_wiki
Works with Claude Desktop, Claude Code, and any MCP-compatible client.
Absolute Data Sovereignty. Total Enterprise Control.
Your team's knowledge never leaves your control. Self-host it, audit it, and lock it down to exactly who should see what.
Fully auditable
Every answer traces back to its exact source — a complete, exportable audit trail.
Portable & self-hostable
Deploy in your own private cloud or fully on-premises, air-gapped from the public internet.
Enterprise permission mirroring
Source-platform ACLs are enforced at query time for true role-based access control (RBAC).
