vinnybellack/PromptWeaver-RAG-Edition
PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.
Provides modular architectural patterns for Traditional, Hybrid, and Agentic RAG with reusable prompt templates, component blueprints (vector indexer, retriever, agent layer), and testing strategies like A/B retrieval depth tuning and confidence scoring. Integrates with LangChain/LlamaIndex, FAISS/Qdrant vector stores, and major LLM providers (OpenAI, Claude, Gemini) while addressing enterprise concerns like bias propagation, data privacy, and hallucination mitigation through content filters and behavior logging.
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Jul 30, 2025
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