INCLAW
The AI That Thinks, Codes, Conquers.
India's most powerful open-source agentic AI — plans, reasons, searches and writes production-grade code across 619+ languages. No limits. No lock-in.
What Makes INCLAW Extraordinary
Not just autocomplete. INCLAW is a full cognitive agent — it plans, reasons, searches, codes, tests and self-reviews.
Deep Agentic Thinking
INCLAW shows its work — watch it plan, reason, search, and self-review before generating code. Transparent multi-step chain of thought.
9 Open-Source Models
CodeLlama, DeepSeek Coder, StarCoder2, Gemma 3, Phi-4, Mixtral, Llama 3.3 — pick the best or let INCLAW auto-route.
Full-Stack App Builder
Build complete apps like Lovable — INCLAW scaffolds projects, writes frontend & backend code, tests in a sandbox, and shows live previews.
Universal Language Support
619+ programming languages. From Python and Rust to COBOL and Zig — INCLAW writes fluent, idiomatic code in any language.
Sandbox & Live Preview
Execute code in a sandboxed environment, preview websites in real-time, and test apps on phone, PC, and Mac — all from your browser.
Browser & Terminal Access
INCLAW can open your browser and terminal (with your permission). It asks before every sensitive action — you stay in control.
Intelligent Debugging
Paste any error or stack trace. INCLAW identifies root causes, explains the fix, and generates corrected code with tests.
Made in India 🇮🇳
Proudly built from India for the world — championing open AI and Atmanirbhar Bharat in the global AI race.
9 Elite Open Models
INCLAW routes your request to the best-fit model. All run locally via Ollama or on cloud inference APIs — 100% open source, zero vendor lock-in.
CodeLlama 34B
Meta
Specialized for code generation, completion, and infilling across 20+ languages
codellama:34bDeepSeek Coder 33B
DeepSeek AI
Trained on 2T tokens with 87% code — elite performance on HumanEval
deepseek-coder:33bStarCoder2 15B
BigCode / Hugging Face
Trained on The Stack v2 — 619 programming languages, open RAIL-M licensed
starcoder2:15bMixtral 8x7B
Mistral AI
Sparse Mixture-of-Experts — 46.7B total, 12.9B active. Fast and powerful.
mixtral:8x7bLlama 3 70B
Meta
Meta's flagship open model — beats GPT-3.5 on most benchmarks
llama3:70bQwen2.5 Coder 32B
Alibaba Cloud
Purpose-built coding model — rivals GPT-4 on coding benchmarks
qwen2.5-coder:32bGemma 3 27B
Google DeepMind
Google's Gemma 3 — strong at reasoning, code, and multilingual tasks
gemma3:27bPhi-4 14B
Microsoft
Small but mighty — beats much larger models on math and code tasks
phi4:14bLlama 3.3 70B
Meta
Latest Llama release — matches Llama 3.1 405B on key benchmarks
llama3.3:70bRun any model locally with ollama pull codellama:34b or connect to HuggingFace, Groq, or Together AI via the API settings.
Watch INCLAW Think & Code
Click a language to see INCLAW's multi-step reasoning chain and the code it produces.
Write a Python function to find the longest palindromic substring
1def longest_palindrome(s: str) -> str:
2 """Find the longest palindromic substring using expand-around-center."""
3 if len(s) < 2:
4 return s
5
6 start, max_len = 0, 1
7
8 def expand(left: int, right: int) -> None:
9 nonlocal start, max_len
10 while left >= 0 and right < len(s) and s[left] == s[right]:
11 if right - left + 1 > max_len:
12 start = left
13 max_len = right - left + 1
14 left -= 1
15 right += 1
16
17 for i in range(len(s)):
18 expand(i, i) # Odd length palindromes
19 expand(i, i + 1) # Even length palindromes
20
21 return s[start:start + max_len]
22
23# Example usage
24print(longest_palindrome("babad")) # Output: "bab"
25print(longest_palindrome("cbbd")) # Output: "bb"India's Answer to Proprietary AI
INCLAW was born from a simple conviction — world-class AI should be open, auditable, and built on the shoulders of the open-source community. We combine the best open models into a multi-step agentic system backed by Supabase for memory and persistence.
Zero Vendor Lock-in
Every weight is open. Run Ollama locally, use Groq, HuggingFace, or Together AI. Swap models anytime.
Built with Indian Pride
INCLAW champions Digital India and Atmanirbhar Bharat in AI — built by Indian engineers for the world.
Production-Grade Output
Not toy code. INCLAW outputs clean, tested, documented code following SOLID principles and security best practices.
Community Driven
Open-source under MIT. Contribute models, datasets, plugins and improvements on GitHub.
Persistent Memory
Supabase-powered chat history. Resume sessions, search past conversations, and build on previous context.
Transparent Reasoning
INCLAW shows every thinking step — planning, searching, generating, and self-reviewing. No black boxes.