Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Appbase - A realtime events-based document store
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Siddharth Kothari
March 05, 2015
Technology
1
840
Appbase - A realtime events-based document store
Redisconf '15 talk: Using Redis to build a document store with a streaming events server.
Siddharth Kothari
March 05, 2015
Tweet
Share
More Decks by Siddharth Kothari
See All by Siddharth Kothari
Data Streams with Elasticsearch
siddharthlatest
0
130
Appbase.io - Customer Deck
siddharthlatest
0
140
Appbase.io - Investor Deck
siddharthlatest
0
340
Meteor Talk: Building Mitter
siddharthlatest
1
100
Data Streams on ElasticSearch
siddharthlatest
0
160
Building a streaming database service
siddharthlatest
1
220
Scalability Best Practices
siddharthlatest
0
190
Other Decks in Technology
See All in Technology
Tour of Agent Protocols: MCP, A2A, AG-UI, A2UI with ADK
meteatamel
0
110
イベントで大活躍する電子ペーパー名札を作る(その2) 〜 M5PaperとM5PaperS3 〜 / IoTLT @ JLCPCB オープンハードカンファレンス
you
PRO
0
210
Oracle Cloud Infrastructure:2026年3月度サービス・アップデート
oracle4engineer
PRO
0
180
契約書からの情報抽出を行うLLMのスループットを、バッチ処理を用いて最大40%改善した話
sansantech
PRO
3
320
AIエージェント時代に必要な オペレーションマネージャーのロールとは
kentarofujii
0
210
Oracle AI Database@Azure:サービス概要のご紹介
oracle4engineer
PRO
4
1.3k
開発チームとQAエンジニアの新しい協業モデル -年末調整開発チームで実践する【QAリード施策】-
kaomi_wombat
0
270
FastMCP OAuth Proxy with Cognito
hironobuiga
3
220
ADK + Gemini Enterprise で 外部 API 連携エージェント作るなら OAuth の仕組みを理解しておこう
kaz1437
0
230
AIエージェント勉強会第3回 エージェンティックAIの時代がやってきた
ymiya55
0
160
来期の評価で変えようと思っていること 〜AI時代に変わること・変わらないこと〜
estie
0
120
Astro Islandsの 内部実装を 「日本で一番わかりやすく」 ざっくり解説!
knj
0
330
Featured
See All Featured
Bridging the Design Gap: How Collaborative Modelling removes blockers to flow between stakeholders and teams @FastFlow conf
baasie
0
490
XXLCSS - How to scale CSS and keep your sanity
sugarenia
249
1.3M
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.4k
Docker and Python
trallard
47
3.8k
The untapped power of vector embeddings
frankvandijk
2
1.6k
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
110
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.7k
Exploring the relationship between traditional SERPs and Gen AI search
raygrieselhuber
PRO
2
3.8k
Context Engineering - Making Every Token Count
addyosmani
9
780
Bash Introduction
62gerente
615
210k
エンジニアに許された特別な時間の終わり
watany
106
240k
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
minecr
1
210
Transcript
Appbase: A Realtime events-based document index store - Siddharth Kothari
@siddharthlatest
Javascript foobar, Database enthusiast I know R+L = J CEO
at appbase.io
Why?
Why? relational data vs linked data.
Imagine…
Imagine… 1) Document store schema
Imagine… 1) Document store schema 2) Dynamic References
Imagine… 1) Document store schema 2) Dynamic References 3) All
JSON
Hint: Is this MongoDB?
Hint: It’s not MongoDB. This is Redis!
Appbase: A Realtime events-based document index store
Appbase: A Realtime events-based document index store 1) Document store
schema 2) Dynamic References 3) All JSON
Appbase: A Realtime events-based document index store 1) Document store
schema 2) Dynamic References 3) All JSON 4) Realtime events - Subscribe to updates
Pulling a Mongo! Here’s how: Document store schema Collection
Pulling a Mongo! Here’s how: Document store schema { “item”:
“pencil”, “qty”: 500, “type”: “no.3”} Collection Document
Pulling a Mongo! Here’s how: Embedded Documents { “item”: “pencil”,
“qty”: 500, “type”: “no.3”, “foo”: { “embedded_foo”: “bar” } } Embedded Property
Pulling a Mongo! Here’s how: Adding References { “item”: “pencil”,
“qty”: 500, “type”: “no.3”, “foo”: { “embedded_foo”: “bar” }, “/ref1”: “user/item#3” } Reference user item#3
Pulling a Mongo! Here’s how: Adding References { “item”: “pencil”,
…, …, “/ref1”: { “_collection”: “user”, “_id”: “item#3”, “ref_prop#1”: “something” } } Reference Adding the doc directly
Beyond Document Store! Introducing Paths { “_id”: “pencil”, “_collection”: “stationary”,
“foo”: { “embedded_foo”: “bar” }, “/ref1”: “user/item#3” } Reference user item#3
Beyond Document Store! Introducing Paths { “_id”: “pencil”, “_collection”: “stnry”,
“foo”: { “embedded_foo”: “bar” }, “/ref1”: “user/item#3” } Reference user item#3 Two paths: 1. /user/item#3 2. /stnry/pencil/ref1
Beyond Document Store! Introducing Paths Two paths: 1. /user/item#3 2.
/stnry/pencil/ref1
Beyond Document Store! Introducing Paths a b c d 1.
a/b/c/d, 2. z/b/c/d, 3. q/w/d 4. … z q w
So far… Document store with true references a b c
d z q w { “_id”: “d”, “_collection”: “alpha”, “depth”: “4” }
Taking advantage of true referencing Event subscriptions:
{ “_id”: “d”, “_collection”: “alpha”, “depth”: “4” } Taking advantage
of true referencing a b z Event subscriptions: 1.Property updates
{ “_id”: “d”, “_collection”: “alpha”, “depth”: “4” } Taking advantage
of true referencing a b z c d q w Event subscriptions: 1.Property updates 2.Reference updates
Open Source
Open Source License: Apache 2 v0.1 - Brave Souls
Open Source appbaseio.github.io/appbase-redis License: Apache 2 v0.1 - Brave Souls
Live Demo
Live Demo /users/user_542 Create a new document
Live Demo /users/user_542 Create a new document Assign some properties
Live Demo /users/user_542 Create a new document Assign some properties
{ “em”: “
[email protected]
”, “points”: 5321, “/friends”: … }
Live Demo /users/user_542 Create a new document Assign some properties
{ “em”: “
[email protected]
”, “points”: 5321, “/friends”: … } Watch it Stream
API Spec Comes with a HTTP API server
API Spec Comes with a HTTP API server PATCH /{collection}/{document}/[path]
GET /{collection}/{document}/[path] ?stream=true
API Spec Comes with a HTTP API server PATCH GET
https://github.com/appbaseio/ appbase-redis/ blob/master/ index.js Entire Spec
API Spec Request Body
Roadmap to v1.0 1. Battle Testing Unit Tests, Better Code
Perf Tests
Roadmap to v1.0 1. Battle Testing Unit Tests, Better Code
Perf Tests 2. Scaling Use Pushpin = Message Queue + Streaming
Roadmap to v1.0 1. Battle Testing Unit Tests, Better Code
Perf Tests 2. Scaling Use Pushpin = Message Queue + Streaming 3. Rich Querying More filters, aggregation queries
Thank you! Questions? @siddharthlatest