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Make SIF fail fast and add low-cost remote LLM fallback

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2026-03-09 15:38:03 +05:30
parent 1565551765
commit 8b0547cdb5
7 changed files with 219 additions and 67 deletions
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13
backend/services/intelligence/txtai_service.py
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@@ -45,6 +45,7 @@ class TxtaiIntelligenceService:
self.enable_caching = enable_caching
self.cache_manager = semantic_cache_manager if enable_caching else None
self._backend = "faiss" # Default backend
self.fail_fast = str(os.getenv("SIF_FAIL_FAST", "true")).lower() in {"1", "true", "yes", "on"}
# Mark as initialized for singleton pattern
self._singleton_initialized = True
@@ -143,7 +144,10 @@ class TxtaiIntelligenceService:
"""
self._ensure_initialized()
if not self._initialized or not self.embeddings:
logger.error(f"Cannot index content - service not initialized for user {self.user_id}")
message = f"Cannot index content - service not initialized for user {self.user_id}"
logger.error(message)
if self.fail_fast:
raise RuntimeError(message)
return
try:
@@ -190,7 +194,10 @@ class TxtaiIntelligenceService:
"""Perform semantic search with intelligent caching."""
self._ensure_initialized()
if not self._initialized or not self.embeddings:
logger.error(f"Cannot perform search - service not initialized for user {self.user_id}")
message = f"Cannot perform search - service not initialized for user {self.user_id}"
logger.error(message)
if self.fail_fast:
raise RuntimeError(message)
return []
try:
@@ -238,6 +245,8 @@ class TxtaiIntelligenceService:
return results
except Exception as e:
logger.error(f"Search failed for user {self.user_id}: {e}")
if self.fail_fast:
raise
logger.error(f"Query: '{query}'")
logger.error(f"Full traceback: {traceback.format_exc()}")
return []