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1. llm-data-preprocessing-pipeline llm-data-preprocessing-pipeline Public

   Batch pipeline that turns messy unstructured text (logs, reports, tickets) into a clean structured dataset for RAG indexing. LLM field extraction, terminology normalisation, Jaccard near-duplicate …

   Python

2. cve-research-assistant cve-research-assistant Public

   Auditable RAG system over a CVE knowledge base. Returns grounded answers with inline citations and runs a per-claim hallucination check that verifies every sentence against the retrieved source doc…

   Python

3. langgraph-rag-pipeline langgraph-rag-pipeline Public

   Multi-step RAG pipeline built as an explicit LangGraph state graph. Chunking, LLM preprocessing, quality routing, embedding, FAISS indexing, retrieval and reranking — each a separately testable nod…

   Python

4. rag-end-user-validation rag-end-user-validation Public

   Lightweight evaluation harness for RAG systems. Plug in a retriever and eval cases; computes MRR, NDCG, precision@k, clusters underperforming queries by tag, and emits a prioritised recommendations…

   Python

5. similar-issue-finder similar-issue-finder Public

   Plain-language semantic search over a knowledge base of past factory faults. Returns top-k historical issues with documented resolutions and next actions. LangChain + ChromaDB + OpenAI embeddings, …

   Python