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Data & Analytics
AI frameworks for RAG pipelines, vector databases, data indexing, and interactive dashboards.
4 open-source tools in this category
LangChain
105kBuild LLM-powered applications. Chains, agents, retrieval, memory for production AI apps.
llmframeworkrag
LlamaIndex
39kData framework for LLM applications. Index, retrieve, and query your data for RAG.
ragretrievalindex
Streamlit
38.5kTurn Python scripts into web apps. Fastest way to build data/ML app UIs with pure Python.
web-appdashboardpython
ChromaDB
17.5kAI-native embedding database. Store, search, and retrieve vector embeddings for semantic search.
vectordatabaseembedding