Learn Smarter with AI

Algsoch is an advanced AI-powered study companion that adapts to your learning style. Get personalized help with 7 different learning modes.

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Algsoch

Advanced Learning AI

πŸ“š Modes
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Smart Chat

Unified Experience

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Chat with AI, upload images, and solve problems in one place.

πŸ€– Your Assistants +

+ Create custom AI assistant

Smart Chat

Download & Load Model

πŸ“¦ AI Model

SmolLM2 360M

Size: ~300MB | RAM: 1.5GB

⬇️ Download Status

Downloading... 45%

135 MB / 300 MB

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Smart Chat

πŸ“ Direct Mode

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SmolLM2 360M

Not loaded

Downloading... 135 MB / 300 MB

What is photosynthesis?
Photosynthesis Process
Photosynthesis converts light energy to chemical energy. Plants use water and COβ‚‚ to produce glucose and oxygen in chloroplasts.
SmolLM2 360M | 156 tokens | 1.2s
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🎚️ Mode

Why Choose Algsoch?

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AI-Powered Learning

Advanced SmolLM2-360M model provides intelligent, contextual responses to your questions.

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7 Learning Modes

Choose how you learn - Direct, Answer, Explain, Notes, Direction, Creative, or Theory mode.

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Conversation Memory

AI remembers your previous questions and builds on context for cohesive conversations.

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Study Notes

Generate beautiful, scannable study notes with key points and summaries automatically.

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Image Analysis

Upload images and ask questions about them - great for explaining diagrams and charts.

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Chat History

Save and load your conversations - perfect for tracking your learning progress.

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On-Device Processing

All processing happens locally on your device - no internet required, full privacy.

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Analytics

Track your learning stats - questions asked, topics covered, and time spent learning.

Faster Responses on Device

What Algsoch now does behind the scenes to make replies start sooner and feel smoother.

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Live Streaming Replies

Chat responses now stream onto the screen while the model is still generating, so users see words appear earlier instead of waiting for one full block at the end.

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Warm Model Startup

After the chat model loads, Algsoch performs a tiny warmup step so the first real question feels less like a cold start.

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Smarter Tool Routing

Tool-enabled assistants no longer take the slower tool path for every message. Simple learning questions stay in the faster direct chat path unless tools are actually needed.

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Faster Memory Lookup

Past conversation retrieval is cached in memory, so Algsoch does not rescan saved chat history from storage for every new message.

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Auto-Load Downloaded Models

If the chat or vision model is already on the device, Algsoch now restores it automatically on launch instead of making the user press Load again.

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Smoother Streaming UI

Live replies are rendered in cleaner chunks with better spacing, which reduces jitter and makes ongoing responses easier to read.

What Users Should Expect

  • Replies start appearing sooner because text streams live.
  • Simple questions avoid unnecessary tool overhead.
  • Past-record context is retrieved faster than before.
  • Downloaded models open ready more often without extra taps.
  • Total completion time still depends on phone hardware, current mode, response length, and how much chat history is relevant.

7 Powerful Learning Modes

Each mode is optimized for different learning styles and situations

Direct

Conversational

Pure conversation mode - just talk like you're texting a friend.

Use When:

  • You want quick, casual answers
  • You prefer natural conversation
  • You need short 2-3 sentence responses

Example:

You: What is Python?

AI: Python is a programming language that's great for beginners. It's used everywhere from web apps to AI, and it's way easier to learn than languages like C++.

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
Pure conversation mode. Answer directly and naturally without any structure or guidance format.
- Respond like a friend having a chat
- Short, direct responses (2-3 sentences typically)
- NO step-by-step or numbered points
- NO problem-solving guidance
- Just answer the question naturally

Answer

Direct Response

Get direct, clear answers with quick explanations and examples.

Use When:

  • You need a focused answer to a specific question
  • You want 1-2 practical examples
  • You need confidence-building explanations

Example:

You: What is a variable?

AI: A variable is a named container that stores a value. Example: `name = "John"` stores text. Variables let you reuse values without typing them repeatedly.

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
Give me a direct, clear answer to my question.
- Start with the main answer first (1-2 sentences)
- Explain why it's the answer
- Give 1-2 practical examples
- Keep paragraphs short and readable
- Sound confident and knowledgeable

Explain

Step-by-Step

Teacher-style breakdown with real examples and clear progression.

Use When:

  • You need deep understanding
  • You want step-by-step breakdowns
  • You learn best from examples

Example:

You: How does a loop work?

AI: Think of a loop like washing dishes - you repeat the same action multiple times. First you wet it, soap it, rinse it... then do the next dish. In code, loops repeat a block of code until a condition is met...

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
Explain this like a good teacher breaking it down step by step.
- Start with a simple way to think about it
- Go through the main ideas one at a time
- Use real examples to show what you mean
- Keep sentences clear and not too long
- Make it easy to follow

Notes

Scannable

Study notes format - bullet points, key topics, perfect for review.

Use When:

  • You're preparing for exams
  • You need quick review material
  • You like structured bullet points

Example Output:

Photosynthesis

- Process where plants convert light into chemical energy
- Requires sunlight, water, and CO2
- Produces oxygen and glucose

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
STUDY NOTES FORMAT - MANDATORY:
OUTPUT BULLET POINTS ONLY. Use this exact format:

Topic Name
- Key point 1
- Key point 2

RULES FOR NOTES:
- Start each line with a hyphen (-)
- Keep each point SHORT (one line max)
- Use 2-4 main topics
- End with "Summary: [one sentence]"
- DO NOT write paragraphs or flowing text
- Structure like flashcard study notes

Direction

How-To

Step-by-step problem-solving with tips and common mistakes.

Use When:

  • You need to solve a problem
  • You want to learn the process
  • You need warnings about common mistakes

Example Output:

Step 1: Identify what you know
Step 2: Write the formula
Tips: Check your units!
Common Mistakes: Forgetting to square the answer

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
STEP-BY-STEP SOLUTION FORMAT - MANDATORY:
OUTPUT NUMBERED STEPS ONLY. Use this exact format:

Step 1: [First action]
[Brief explanation]

Step 2: [Second action]
[Brief explanation]

Tips:
- Tip 1
- Tip 2

Common Mistakes:
- Mistake 1
- Mistake 2

RULES FOR STEPS:
- Start each step with "Step 1:", "Step 2:", etc.
- Always include "Tips:" section
- Always include "Common Mistakes:" section
- Focus on HOW TO DO IT, not theory

Creative

Storytelling

Memorable explanations with real-world connections and analogies.

Use When:

  • You want to remember concepts forever
  • You enjoy stories and analogies
  • You learn through comparisons

Example:

You: What is DNA?

AI: Imagine DNA as a cookbook for building your body. Each recipe (gene) tells your cells exactly what protein to make...

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
Tell me the story or connection behind this. Make it memorable.
- Start with "Imagine..." or "Think about..."
- Use comparisons to things I know
- Make it interesting to read
- Show why this is useful in real life
- End with why I should care

Theory

Deep Dive

Complete theoretical foundation with history and connections.

Use When:

  • You want complete understanding
  • You need historical context
  • You're writing research papers

Example:

You: Explain evolution

AI: Evolution is the process by which organisms change over time. Darwin proposed this in 1859... The big picture is that organisms adapt to survive...

πŸ“‹ System Prompt (Edit in PromptBuilder.kt):
Give me the deep, theoretical understanding.
- Explain the big picture first
- Go into the main ideas and concepts
- Show how it connects to other things
- Talk about the background and history
- Be thorough and accurate

Built with Power

Advanced technology optimized for speed and privacy

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AI Intelligence

Large Language Model SmolLM2-360M
Vision Model SmolVLM-256M
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Native Platform

Framework Android/Kotlin
UI Library Jetpack Compose
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Data Management

Storage Format Local JSON
Persistence Full Chat History
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Performance

Processing 100% On-Device
Privacy Level Zero Cloud Access

Start Learning Smarter Today

Download Algsoch and experience AI-powered learning that works completely offline. Get instant responses, full privacy, and zero data collection.

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Version

1.0.0

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Download Size

~45 MB

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Requirements

Android 10+

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Features

All 7 Modes

Simple Setup Process

Get running in 5 easy steps

1

Download APK

Tap the download button and save the APK file to your device.

Direct download, no app store required
2

Enable Unknown Sources

Navigate to Settings β†’ Apps & Notifications β†’ Advanced β†’ Install unknown apps β†’ Select your file manager and enable.

Security setting for non-Play Store apps
3

Install the App

Open your Downloads folder, tap the APK file, and follow the installation prompts.

Installation takes less than 1 minute
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Load AI Models

On first launch, you'll see the model loader. Tap "Load" to download SmolLM2 (~250 MB). This is criticalβ€”it enables all offline features.

Takes 2-3 minutes. Requires 250 MB storage. Auto-retries if needed.
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Start Learning

Pick your learning mode and begin asking questions. Everything works completely offline.

All 7 modes ready to use

Why Choose Algsoch?

Four powerful reasons that set it apart

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Works Offline

All AI runs directly on your device. No internet needed. No servers. No tracking.

  • Zero data uploads
  • Works anywhere
  • No connectivity issues
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Lightning Fast

Faster-feeling local replies powered by live streaming, model warmup, and smarter routing on your hardware.

  • Earlier visible text
  • No server delays
  • Smoother response flow
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100% Private

Your conversations never leave your device. Complete ownership of your data.

  • Zero tracking
  • No analytics
  • Full encryption
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Lightweight & Free

Only 45 MB when installed. Open-source, completely free, no hidden costs.

  • Works on older phones
  • No subscriptions
  • No paywalls

Frequently Asked Questions

Everything you need to know about Algsoch

Do I need an internet connection? +

No! Algsoch runs completely offline. All AI processing happens directly on your device. You can use it anywhere without needing WiFi or mobile data.

Will my conversations be stored or tracked? +

All conversations stay locally on your device only. We don't collect, store, or upload any data. You have 100% control over your learning history.

What subjects can I study? +

Algsoch works with any subject: Math, Science, Languages, Programming, History, Economics, Philosophy, and more. The AI adapts to whatever you're learning.

Is Algsoch completely free? +

Yes, 100% free. Algsoch is open-source with no subscriptions, no ads, and no hidden costs. We believe education should be accessible to everyone.

How do the 7 learning modes work? +

Tap the Mode button in the chat interface to see all 7 learning styles: Direct Answer, Explain Concept, Study Notes, Step-by-Step Direction, Creative Exploration, Theory Deep-Dive, and Q&A Format. Each adapts the AI's response style.

Can I upload images? +

Yes! Use the image button in the chat to upload photos of diagrams, equations, handwritten notes, charts, or any visual content. The AI will analyze and help explain what you've shared.

Get in Touch

Have questions? Found a bug? Want to contribute?

Meet the Creator

Vicky Kumar

Vicky Kumar

@algsoch

Hi! I'm Vicky Kumar, the creator of Algsoch. I built this AI study companion to help students learn smarter, not harder. With 7 different learning modes and advanced AI, Algsoch adapts to your unique learning style.

Algsoch is open-source and completely free because I believe education should be accessible to everyone.