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Data Science Stack
Build, train, and deploy ML models and AI-powered data pipelines
Workflow
Source pretrained models from Hugging Face → Orchestrate LLM chains with LangChain → Index and query documents with LlamaIndex → Store and search embeddings in Pinecone → Iterate and debug with ChatGPT
Tools in this Stack
Hugging Face
Open-source AI model hub and deployment platform
🛠️freemium
LangChain
Framework for building LLM applications
🛠️free
LlamaIndex
Data framework for LLM applications
🛠️free
Pinecone
Vector database for AI applications
🛠️freemium
ChatGPT
OpenAI's conversational AI assistant for writing, coding, and analysis
💬freemium