FareedKhan-dev/rag-ecosystem
Understand and code every important component of RAG architecture
Implements modular RAG components including query transformations (multi-query, RAG-Fusion, decomposition), intelligent routing (logical and semantic), and advanced indexing strategies (hierarchical, ColBERT). Integrates with LangChain, OpenAI, Cohere, and evaluation frameworks (RAGAS, DeepEval) to enable end-to-end pipeline optimization and grading through self-correcting agentic flows.
228 stars. No commits in the last 6 months.
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228
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70
Language
Jupyter Notebook
License
MIT
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Last pushed
Aug 07, 2025
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