Source: https://seerepo.com/r/rohitg00/ai-engineering-from-scratch/built Markdown source: https://seerepo.com/r/rohitg00/ai-engineering-from-scratch/built.md Description: ai-engineering-from-scratch is a Python repo built with Hono. It uses AI through accelerate, librosa, tokenizers, torchaudio, transformers, and 11 more. # What is ai-engineering-from-scratch built with? ai-engineering-from-scratch is a Python repo built with Hono. It uses AI through accelerate, librosa, tokenizers, torchaudio, transformers, and 11 more, makes its content with pillow and shiki, validates its data with Zod, and deploys with @hono/node-server. It has 506,014 written lines, with 781 test files. Read on November 4, 2026, at commit 8fec9cc. Repository: https://github.com/rohitg00/ai-engineering-from-scratch ## Frontend (/) ### Interface - **[matplotlib](https://seerepo.com/uses/matplotlib)**: 3 files ## Backend (/) ### AI - **accelerate** - **librosa** - **tokenizers** - **torchaudio** - **[transformers](https://seerepo.com/uses/transformers)** - **[torch](https://seerepo.com/uses/torch)**: 62 files - **scikit-learn**: 8 files - **torchvision**: 4 files - **[tiktoken](https://seerepo.com/uses/tiktoken)**: 3 files - **[mcp](https://seerepo.com/uses/mcp)**: 2 files - **datasets**: 1 file - **google-adk**: 1 file - **[LangChain](https://seerepo.com/uses/langchain)**: 1 file ### Services - **[Anthropic](https://seerepo.com/uses/anthropic)**: 1 file · [phases/00-setup-and-tooling/04-apis-and-keys/code/first_api_call.py, line 10](https://github.com/rohitg00/ai-engineering-from-scratch/blob/8fec9cc19ee7c73b92582899b5455333d30d718e/phases/00-setup-and-tooling/04-apis-and-keys/code/first_api_call.py#L10) - **[OpenAI](https://seerepo.com/uses/openai)**: 1 file · [phases/11-llm-engineering/02-few-shot-cot/code/advanced_prompting.py, line 5](https://github.com/rohitg00/ai-engineering-from-scratch/blob/8fec9cc19ee7c73b92582899b5455333d30d718e/phases/11-llm-engineering/02-few-shot-cot/code/advanced_prompting.py#L5) ## Support (/) ### Content - **[pillow](https://seerepo.com/uses/pillow)** - **[shiki](https://seerepo.com/uses/shiki)**: 1 file ### Tools - **Jupyter** ### Other - **soundfile** - **NumPy**: 454 files - **pandas**: 2 files - **pagefind**: 1 file ## Support (phases/19-capstone-projects/01-terminal-native-coding-agent/code/ts) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Support (phases/19-capstone-projects/02-rag-over-codebase/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Support (phases/19-capstone-projects/03-realtime-voice-assistant/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **ws**: 2 files ## Support (phases/19-capstone-projects/04-multimodal-document-qa/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ## Support (phases/19-capstone-projects/06-devops-troubleshooting-agent/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Support (phases/19-capstone-projects/08-production-rag-chatbot/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Support (phases/19-capstone-projects/09-code-migration-agent/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Deploy - **@hono/node-server**: 1 file ## Support (phases/19-capstone-projects/11-llm-observability-dashboard/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ### Deploy - **@hono/node-server**: 1 file ## Support (phases/19-capstone-projects/12-video-understanding-pipeline/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ## Support (phases/19-capstone-projects/16-github-issue-to-pr-agent/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ## Support (phases/19-capstone-projects/17-personal-ai-tutor/code/ts) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file ## Backend (projects/typed-workflow-agent-with-mastra/solution/optional-mastra) ### AI - **@mastra/core**: 1 file ## Support (projects/typed-workflow-agent-with-mastra/solution/optional-mastra) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Other repos with a similar stack - [comet-ml/opik](https://seerepo.com/r/comet-ml/opik/built): Anthropic, OpenAI, accelerate, tokenizers, transformers, torch, scikit-learn, tiktoken, datasets, LangChain, pillow, Zod · [Compare](https://seerepo.com/compare/comet-ml/opik/vs/rohitg00/ai-engineering-from-scratch) - [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents/built): OpenAI, matplotlib, accelerate, tokenizers, transformers, torch, scikit-learn, tiktoken, MCP, datasets, pillow · [Compare](https://seerepo.com/compare/datawhalechina/hello-agents/vs/rohitg00/ai-engineering-from-scratch) - [unslothai/unsloth](https://seerepo.com/r/unslothai/unsloth/built): OpenAI, matplotlib, accelerate, librosa, tokenizers, transformers, torch, scikit-learn, tiktoken, datasets, pillow · [Compare](https://seerepo.com/compare/rohitg00/ai-engineering-from-scratch/vs/unslothai/unsloth) - [debpalash/VoiceStudio](https://seerepo.com/r/debpalash/VoiceStudio/built): OpenAI, matplotlib, accelerate, librosa, torchaudio, transformers, torch, torchvision, MCP, pillow · [Compare](https://seerepo.com/compare/debpalash/VoiceStudio/vs/rohitg00/ai-engineering-from-scratch) - [vllm-project/vllm](https://seerepo.com/r/vllm-project/vllm/built): OpenAI, tokenizers, torchaudio, transformers, torch, torchvision, tiktoken, MCP, datasets, pillow · [Compare](https://seerepo.com/compare/rohitg00/ai-engineering-from-scratch/vs/vllm-project/vllm) - [hiyouga/LlamaFactory](https://seerepo.com/r/hiyouga/LlamaFactory/built): matplotlib, accelerate, torchaudio, transformers, torch, torchvision, tiktoken, datasets · [Compare](https://seerepo.com/compare/hiyouga/LlamaFactory/vs/rohitg00/ai-engineering-from-scratch) ## Frequently asked questions ### What language is ai-engineering-from-scratch written in? ai-engineering-from-scratch is written in Python, with 506,014 written lines. ### What framework does ai-engineering-from-scratch use? ai-engineering-from-scratch is built with Hono. ### Does ai-engineering-from-scratch use AI? Yes. ai-engineering-from-scratch uses AI through accelerate, librosa, tokenizers, torchaudio, transformers, torch, scikit-learn, torchvision, tiktoken, mcp, datasets, google-adk, LangChain, Anthropic, OpenAI, and @mastra/core. ### Does ai-engineering-from-scratch have tests? Yes. ai-engineering-from-scratch has 781 test files. ### Which repos have a stack like ai-engineering-from-scratch's? The ones that share most of its stack: comet-ml/opik, datawhalechina/hello-agents, and unslothai/unsloth. ## What is your repo built with? Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.