✨  Open source · Local + Cloud · 100% free

The AI workspace
that

Koto combines intelligent chat, document understanding, presentation generation, voice interaction, and knowledge graphs — all in one beautiful interface that works on your machine or in the cloud.

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Koto — AI Workspace
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I've analysed your uploaded report. Key findings:
• Revenue +23 % YoY (Q3 2024)
• Enterprise segment: +41 %
• Churn dropped 3.4 % → 2.1 %
U
Generate a board-ready PPT from this
K
Building your presentation…
✓ 8 slides · exec layout · 3 data charts
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🔵 Gemini 2.0 🟢 GPT-4o 🟠 Claude 3.5 🖥️ Ollama Local 🐳 Docker Ready 🔒 Privacy-first Real-time Streaming 🌐 EN / ZH / JA
Everything you need

Powerful capabilities,
beautifully integrated

From quick questions to complex document workflows — Koto handles it all in one elegant interface.

💬

Intelligent Chat

Multi-turn conversations with long-term memory. Koto remembers context across sessions and injects relevant history automatically.

8 ThemesStreaming SSEMemory
📄

Document Intelligence

Upload Word, PDF, Excel, or PowerPoint files. Koto reads, annotates, summarises and answers detailed questions from your content.

PDF · DOCX · XLSXQ&ABatch
📊

PPT Generation

Type a topic or paste your data — Koto generates a complete, professionally designed PowerPoint presentation in seconds.

Auto LayoutChartsTemplates
🎙️

Voice Interaction

Speak naturally in English, Chinese, or Japanese. Real-time speech recognition and TTS playback for hands-free AI.

EN / ZH / JATTSWake Word
🗺️

Knowledge Graph

Automatically extract concepts and relationships from your documents and visualise them as an interactive graph.

D3.js GraphSemantic RAGSearch
🧩

Skills & Automation

Enable, customise, and auto-build AI skills — specialised prompt templates that turn Koto into a domain expert for any task.

Auto-builderIntent MatchWorkflows
Context-Aware AI

Conversations that actually remember you

Koto builds a persistent memory of your preferences, past work and important facts — automatically injecting relevant context into every response without you lifting a finger.

Cross-session long-term memory with FAISS vector index
Smart history trimming — keeps context fresh, not bloated
8 beautiful themes including dark, ocean, forest, and auto
Real-time streaming with interrupt support
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Koto AI
● Gemini 2.0 Flash
K
Based on our previous discussion about your Q3 report, the new data shows continued enterprise growth. Want me to update the summary?
U
Yes, and include the competitor analysis from last week
K
Found it — competitor_analysis_nov.pdf from your workspace. Integrating now…
Presentation AI

From idea to polished slides in seconds

Describe your topic or paste your data. Koto's AI pipeline designs the structure, writes the content, and formats a complete presentation ready to present.

Automatic slide structure and content generation
Professional layouts with charts and visual elements
Edit and customise in the built-in slide editor
Download as .pptx instantly
Q4 2024 Business Review
• Revenue: $4.2 M (+23% YoY)
• Enterprise: +41% growth
• Churn: 2.1% ↓ from 3.4%
Market Share
Growing 3% MoM…
Roadmap 2025
API · Mobile…
Generating slide 4 of 8…
Simple setup

Up and running in 3 steps

No complex configuration. Start locally in under 2 minutes.

1

Clone & Install

Clone the repo and run pip install -r config/requirements.txt. Python 3.11+ is all you need.

2

Add Your API Key

Copy config/gemini_config.env.example and add your Gemini API key. Free tier works great.

3

Run & Chat

Run python src/server.py and open localhost:5000. Your AI workspace is ready.

487+
Automated tests
15+
Core AI capabilities
8
Beautiful UI themes
100%
Open source
Multi-model

Works with the models
you already use

Switch providers in one click. Koto auto-routes tasks to the best model for the job.

Gemini 2.0 Flash
Gemini 1.5 Pro
GPT-4o
GPT-4 Turbo
Claude 3.5 Sonnet
Claude 3 Haiku
Llama 3 (Ollama)
Mistral (Local)
Qwen 2.5 (Local)
Any Ollama model
Flexible deployment

Run it your way —
local or cloud

Designed to work perfectly on your laptop and scale to a multi-user cloud service.

🖥️

Local / Desktop

Run entirely on your machine. Full privacy — your data never leaves your computer. No account required.

Zero-config startup
Works offline with Ollama
No account needed
Windows installer (.exe) available
☁️

Cloud / SaaS

Deploy to Railway, Render, Fly.io or Docker Compose. Multi-user with JWT auth and rate limiting.

Docker-ready with one command
JWT auth & user management
Prometheus metrics + Sentry
Swagger API docs included

Ready to supercharge
your workflow?

Koto is free, open source, and takes less than 2 minutes to set up. Start building smarter today.