Stop re-explaining yourself every conversation. Roampal remembers your context, learns what actually works with you, and gets smarter over time—100% local on your machine.
Pre-built: Embedded Python, ready to run • Source: Free, requires toolchain
Cloud AI remembers what you say—but not what actually worked vs failed with you.
Re-explain your stack, your goals, your context. Every. Single. Day.
Memory features behind paywalls. Your conversations stored in the cloud. Forever.
AI autonomously stores facts about YOU in permanent Memory Bank: your identity, preferences, goals, projects.
You: "I'm building a SaaS in Next.js"
AI: *[stores: identity=founder, stack=Next.js]*
Week later → Always suggests Next.js solutions
Upload docs, research papers, notes (.txt, .md). Creates searchable knowledge base that persists forever.
Upload: project_architecture.md
Upload: api_conventions.md
→ AI references YOUR docs when answering
Tracks outcomes for every conversation. Good advice gets promoted. Bad advice gets deleted. Success rates guide future recommendations.
"Try approach A" → Worked! (score +0.2)
"Try approach B" → Failed (score -0.3)
Tracked: A = 90% success, B = 0%
Next time: Suggests A automatically
What's a good restaurant for a date night?
How about that new sushi place downtown?
Went there, wasn't great...
Any other suggestions?
There's that Italian place on Main Street - quiet atmosphere, great reviews.
Perfect! Had an amazing time there.
Need a restaurant recommendation for tonight
Based on what you enjoyed last time, I'd suggest the Italian place on Main Street again, or something similar in that area.
Tracks which solutions work with YOUR specific problems. Learns success rates over multiple interactions and surfaces proven patterns automatically.
1st time: "Try approach A" → works ✓
Tracks: Approach A = 1 success (100%)
2nd time: Similar problem → suggests A
→ works ✓ → Approach A = 2 successes (100%)
You try: "What about approach B?" → fails ✗
Tracks: Approach B = 0% success
Next time: "How should I handle this?"
AI checks: Approach A 100%, Approach B 0%
→ Automatically suggests approach A
See the AI search memory, create notes, and stream responses in real-time. Full transparency into what it's doing.
🔍 Searching memory_bank...
✓ Found 3 relevant memories
💭 Generating response...
[Streams answer token by token]
Remembers your preferences and learned patterns across ALL conversations. No need to repeat yourself.
Current chat: "Database design help"
AI recalls: You prefer PostgreSQL
(learned from past conversations)
→ Suggests Postgres-specific solution
Roampal uses LLM to detect outcomes from natural language:
# LLM analyzes conversation and detects outcome
if outcome == "worked":
score += 0.2 # Positive outcome
elif outcome == "failed":
score -= 0.3 # Negative outcome
elif outcome == "partial":
score += 0.05 # Partial successRoampal builds a Knowledge Graph tracking problem→solution patterns with success rates:
# When outcome = "worked", track pattern
problem_concepts = ["deploy", "docker", "production"]
solution_id = "working_abc123"
knowledge_graph["problem_solutions"][signature] = {
"doc_id": solution_id,
"success_count": 5,
"failure_count": 0,
"success_rate": 1.0 # 5/5 = 100%
}
# Next time you ask about deployment:
# AI finds Docker has 100% success rate
# Kubernetes has 0% success rate
# → Automatically suggests DockerAll data stored locally:
Zero network calls. Zero telemetry.
Cloud AI remembers facts. Roampal learns what works.
| Feature | Cloud AI Memory | Roampal |
|---|---|---|
| Memory Type | Stores what you say | ✓ Learns what works |
| Outcome Tracking | No feedback loop | ✓ Scores every result |
| Bad Advice Handling | Stays in memory | ✓ Auto-deleted |
| Pattern Recognition | None | ✓ Tracks success rates per approach |
| Failure Avoidance | No tracking | ✓ Warns about past failures |
| Privacy | Cloud servers | ✓ Your machine only |
| Works Offline | No | ✓ Yes |
Different tools for different needs. Use cloud AI for broad knowledge, Roampal for personal learning that compounds over time.
"Remembers my entire stack. Never suggests Python when I use Rust."
"My personal tutor that remembers what I struggle with."
"Remembers my story world, characters, and tone."
"My business advisor that knows my entire strategy."
Cloud AI stores what you say. Roampal learns what works.
Three key differences:
Multiple model families with tool-calling support:
All support Roampal's memory tools. Install via Settings → Model Management.
Yes! After downloading models, Roampal works completely offline. No internet required.
Minimum: 8GB RAM, 10GB disk space, Python 3.10+, Ollama installed.
Recommended: 16GB RAM, 20GB disk, dedicated GPU for faster inference.
All data is stored in plain text files you can access anytime:
data/chromadb/, data/knowledge_graph.json,
data/sessions/. Copy the entire folder to backup.
The code is free on GitHub. The $9.99 gets you:
Technical users can build from source for free. The $9.99 is for convenience.
No. Roampal uses AI models that can generate incorrect information, hallucinate facts, or reflect training biases.
Always verify critical information from authoritative sources. Do not rely on AI-generated content for:
Roampal is an experiment in building sustainable technology companies without artificial scarcity, surveillance capitalism, or bait-and-switch licensing.
Get instant access to AI that learns and grows with you. Your data stays on your machine.
Pre-built: No dependencies needed • Or build from source (free, requires Node/Rust/Python)