Build AI · Builders

14 resources: 5 curated specifically for Builders. All free.

Deploy India's sovereign language model locally or on cloud. Official guidance from IndiaAI including API access and fine-tuning instructions.

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Krutrim's API for building Indian-language applications. Supports 22 languages with low-latency inference on Indian cloud infra.

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The Government of India's IndiaAI Mission provides subsidised GPU compute to Indian AI startups, researchers, and institutions through empanelled cloud providers. Apply via the IndiaAI portal. Allocated 10,000+ GPUs specifically for Indian organisations: much cheaper than AWS/GCP for qualifying entities.

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Google Cloud's Mumbai (asia-south1) and Delhi (asia-south2) regions support Vertex AI, Gemini API, Vision AI, and Speech-to-Text with Indian data residency. ₹20,000 free credits for new accounts. Relevant for DPDP Act compliance: keeps data within India for regulated industries.

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Sarvam AI (Indian startup) provides speech and language AI APIs for Indian languages: ASR, TTS, translation, and transliteration. Built by ex-Google and ex-Anthropic researchers. DPIIT-recognised startup. Competitive pricing in INR. Better than global models on Hindi, Tamil, Telugu vernacular.

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Google Colab gives you a free NVIDIA T4 GPU in the browser. No setup, no hardware. Perfect for running ML models, Jupyter notebooks, and fine-tuning experiments from any Indian city. Works on 4G.

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Hugging Face Spaces lets you host any ML model as a web app for free. 100,000+ open models including Llama, Mistral, and Whisper. India's AI builders use it for rapid prototyping without cloud bills.

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Bhashini is India's national language AI platform: free APIs for speech-to-text, text-to-speech, and translation across 22 official Indian languages. Built by MeitY, free for Indian developers.

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IIT Madras's AI4Bharat provides free open-source models: IndicBERT (text), IndicTrans2 (translation), Dhruva (speech), and Sarvam (voice). All trained on Indian language data. API access is free.

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LangChain is the standard framework for building LLM-powered applications: chatbots, RAG systems, agents, and pipelines. Free, open-source, extensive docs. Start with the Python quickstart.

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Vercel's free AI SDK connects Next.js or React apps to any LLM (OpenAI, Gemini, Anthropic, Groq) in minutes. Handles streaming, tool calls, and multi-step agents. Indian developers use it with Krutrim too.

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E2E Networks is India's GPU cloud provider: A100, H100, and RTX 4090s at 40–60% lower cost than AWS/Azure. Ideal for Indian startups and researchers who need training compute inside India.

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Replicate hosts 10,000+ open-source models as APIs. Run Stable Diffusion, Llama, Whisper, and more with a single API call. Pay-per-use, no server management. Good for Indian developers testing ideas.

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Kaggle gives 30 hours/week of free GPU (P100/T4) with 100GB storage. India has one of Kaggle's largest user bases. Use it for competitions, learning, and running ML experiments.

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