keys.json.template

{
  "_comment": "Configuration template for Test the RAG system",
  "_instructions": "Copy this file to 'keys.json' and fill in your actual credentials",
  
  "AZURE_OPENAI_ENDPOINT": "https://your-endpoint.openai.azure.com",
  "AZURE_OPENAI_API_KEY": "your-azure-openai-api-key-here",
  "AZURE_OPENAI_API_VERSION": "2024-02-01",
  
  "QDRANT_URL": "https://your-cluster-id.region.gcp.cloud.qdrant.io",
  "QDRANT_API_KEY": "your-qdrant-api-key-here",
  "QDRANT_COLLECTION": "knowledge_embeddings",
  
  "CHUNK_STRATEGY": "SEMANTIC",
  "_chunk_strategy_options": "FIXED, OVERLAP, SENTENCE, PARAGRAPH, SEMANTIC, HYBRID, DOC_STRUCTURE, SLIDING_WINDOW",
  
  "EMBED_MODEL": "EMB_3_LARGE",
  "_embed_model_options": "ADA_002, EMB_3_SMALL, EMB_3_LARGE",
  
  "LLM_MODEL": "gpt-4o",
  "_llm_model_options": "gpt-4o, gpt-4, gpt-4-turbo, gpt-3.5-turbo",
  
  "LLM_MAX_TOKENS": 1000,
  "LLM_TEMPERATURE": 0.7,
  
  "RAG_TOP_K": 10,
  "_rag_top_k_range": "8-20",
  
  "RAG_RERANK_METHOD": "MMR",
  "_rag_rerank_options": "MMR, CROSS_ENCODER, LLM_RERANK",
  
  "RAG_FINAL_CHUNKS": 5,
  "_rag_final_chunks_range": "3-7",
  
  "RAG_CONTEXT_MAX_TOKENS": 1500,
  "_rag_context_max_tokens_range": "1000-1500",
  
  "RAG_SYSTEM_PROMPT": "You are a retrieval-augmented assistant. Use only the provided context. Cite sources. If unsure, say you don't know.",
  
  "RAG_MMR_DIVERSITY_THRESHOLD": 0.7,
  "_rag_mmr_diversity_range": "0.5-0.9"
}