diff --git a/.env.example b/.env.example
index 76d8fea..2030c45 100644
--- a/.env.example
+++ b/.env.example
@@ -59,8 +59,7 @@ FORENSIC_AUDIT_RETENTION_HOURS=24
 FORENSIC_AUDIT_MAX_ENTRIES=50
 
 # === AI SEMANTIC SEARCH ===
-# Enable semantic search (highly recommended for better results)
-REMOVE_AI_EMBEDDINGS_ENABLED=true
+# semantic search
 AI_EMBEDDINGS_ENDPOINT=https://api.mistral.ai/v1/embeddings
 AI_EMBEDDINGS_API_KEY=your-embeddings-api-key-here
 AI_EMBEDDINGS_MODEL=mistral-embed
@@ -121,10 +120,6 @@ AI_RATE_LIMIT_DELAY_MS=2000
 AI_EMBEDDINGS_BATCH_SIZE=10
 AI_EMBEDDINGS_BATCH_DELAY_MS=1000
 
-# === Context Management ===
-REMOVE_AI_MAX_CONTEXT_TOKENS=4000
-REMOVE_AI_MAX_PROMPT_TOKENS=2500
-
 # === Confidence Scoring ===
 CONFIDENCE_SEMANTIC_WEIGHT=0.5
 CONFIDENCE_SUITABILITY_WEIGHT=0.5