diff --git a/backend/analysis/application/analysis_service.py b/backend/analysis/application/analysis_service.py
index c25b52f0..c67e3b37 100644
--- a/backend/analysis/application/analysis_service.py
+++ b/backend/analysis/application/analysis_service.py
@@ -1,7 +1,3 @@
-import sys
-import os
-sys.path.append(os.path.join(os.path.dirname(__file__), '../../..'))
-
 import logging
 from sqlmodel import Session
 from analysis.domain.repository.analysis_repo import IAnalysisRepository
diff --git a/cli/__init__.py b/backend/cli/__init__.py
similarity index 100%
rename from cli/__init__.py
rename to backend/cli/__init__.py
diff --git a/cli/main.py b/backend/cli/main.py
similarity index 100%
rename from cli/main.py
rename to backend/cli/main.py
diff --git a/cli/models.py b/backend/cli/models.py
similarity index 100%
rename from cli/models.py
rename to backend/cli/models.py
diff --git a/cli/static/welcome.txt b/backend/cli/static/welcome.txt
similarity index 100%
rename from cli/static/welcome.txt
rename to backend/cli/static/welcome.txt
diff --git a/cli/utils.py b/backend/cli/utils.py
similarity index 100%
rename from cli/utils.py
rename to backend/cli/utils.py
diff --git a/main.py b/backend/test.py
similarity index 100%
rename from main.py
rename to backend/test.py
diff --git a/tradingagents/agents/__init__.py b/backend/tradingagents/agents/__init__.py
similarity index 100%
rename from tradingagents/agents/__init__.py
rename to backend/tradingagents/agents/__init__.py
diff --git a/tradingagents/agents/analysts/fundamentals_analyst.py b/backend/tradingagents/agents/analysts/fundamentals_analyst.py
similarity index 100%
rename from tradingagents/agents/analysts/fundamentals_analyst.py
rename to backend/tradingagents/agents/analysts/fundamentals_analyst.py
diff --git a/tradingagents/agents/analysts/market_analyst.py b/backend/tradingagents/agents/analysts/market_analyst.py
similarity index 100%
rename from tradingagents/agents/analysts/market_analyst.py
rename to backend/tradingagents/agents/analysts/market_analyst.py
diff --git a/tradingagents/agents/analysts/news_analyst.py b/backend/tradingagents/agents/analysts/news_analyst.py
similarity index 100%
rename from tradingagents/agents/analysts/news_analyst.py
rename to backend/tradingagents/agents/analysts/news_analyst.py
diff --git a/tradingagents/agents/analysts/social_media_analyst.py b/backend/tradingagents/agents/analysts/social_media_analyst.py
similarity index 100%
rename from tradingagents/agents/analysts/social_media_analyst.py
rename to backend/tradingagents/agents/analysts/social_media_analyst.py
diff --git a/tradingagents/agents/managers/research_manager.py b/backend/tradingagents/agents/managers/research_manager.py
similarity index 100%
rename from tradingagents/agents/managers/research_manager.py
rename to backend/tradingagents/agents/managers/research_manager.py
diff --git a/tradingagents/agents/managers/risk_manager.py b/backend/tradingagents/agents/managers/risk_manager.py
similarity index 100%
rename from tradingagents/agents/managers/risk_manager.py
rename to backend/tradingagents/agents/managers/risk_manager.py
diff --git a/tradingagents/agents/researchers/bear_researcher.py b/backend/tradingagents/agents/researchers/bear_researcher.py
similarity index 100%
rename from tradingagents/agents/researchers/bear_researcher.py
rename to backend/tradingagents/agents/researchers/bear_researcher.py
diff --git a/tradingagents/agents/researchers/bull_researcher.py b/backend/tradingagents/agents/researchers/bull_researcher.py
similarity index 100%
rename from tradingagents/agents/researchers/bull_researcher.py
rename to backend/tradingagents/agents/researchers/bull_researcher.py
diff --git a/tradingagents/agents/risk_mgmt/aggresive_debator.py b/backend/tradingagents/agents/risk_mgmt/aggresive_debator.py
similarity index 100%
rename from tradingagents/agents/risk_mgmt/aggresive_debator.py
rename to backend/tradingagents/agents/risk_mgmt/aggresive_debator.py
diff --git a/tradingagents/agents/risk_mgmt/conservative_debator.py b/backend/tradingagents/agents/risk_mgmt/conservative_debator.py
similarity index 100%
rename from tradingagents/agents/risk_mgmt/conservative_debator.py
rename to backend/tradingagents/agents/risk_mgmt/conservative_debator.py
diff --git a/tradingagents/agents/risk_mgmt/neutral_debator.py b/backend/tradingagents/agents/risk_mgmt/neutral_debator.py
similarity index 100%
rename from tradingagents/agents/risk_mgmt/neutral_debator.py
rename to backend/tradingagents/agents/risk_mgmt/neutral_debator.py
diff --git a/tradingagents/agents/trader/trader.py b/backend/tradingagents/agents/trader/trader.py
similarity index 100%
rename from tradingagents/agents/trader/trader.py
rename to backend/tradingagents/agents/trader/trader.py
diff --git a/tradingagents/agents/utils/agent_states.py b/backend/tradingagents/agents/utils/agent_states.py
similarity index 100%
rename from tradingagents/agents/utils/agent_states.py
rename to backend/tradingagents/agents/utils/agent_states.py
diff --git a/tradingagents/agents/utils/agent_utils.py b/backend/tradingagents/agents/utils/agent_utils.py
similarity index 100%
rename from tradingagents/agents/utils/agent_utils.py
rename to backend/tradingagents/agents/utils/agent_utils.py
diff --git a/tradingagents/agents/utils/embedding_provider_factory.py b/backend/tradingagents/agents/utils/embedding_provider_factory.py
similarity index 100%
rename from tradingagents/agents/utils/embedding_provider_factory.py
rename to backend/tradingagents/agents/utils/embedding_provider_factory.py
diff --git a/tradingagents/agents/utils/embedding_providers.py b/backend/tradingagents/agents/utils/embedding_providers.py
similarity index 100%
rename from tradingagents/agents/utils/embedding_providers.py
rename to backend/tradingagents/agents/utils/embedding_providers.py
diff --git a/tradingagents/agents/utils/memory.py b/backend/tradingagents/agents/utils/memory.py
similarity index 100%
rename from tradingagents/agents/utils/memory.py
rename to backend/tradingagents/agents/utils/memory.py
diff --git a/tradingagents/dataflows/__init__.py b/backend/tradingagents/dataflows/__init__.py
similarity index 100%
rename from tradingagents/dataflows/__init__.py
rename to backend/tradingagents/dataflows/__init__.py
diff --git a/tradingagents/dataflows/config.py b/backend/tradingagents/dataflows/config.py
similarity index 100%
rename from tradingagents/dataflows/config.py
rename to backend/tradingagents/dataflows/config.py
diff --git a/tradingagents/dataflows/finnhub_utils.py b/backend/tradingagents/dataflows/finnhub_utils.py
similarity index 100%
rename from tradingagents/dataflows/finnhub_utils.py
rename to backend/tradingagents/dataflows/finnhub_utils.py
diff --git a/tradingagents/dataflows/googlenews_utils.py b/backend/tradingagents/dataflows/googlenews_utils.py
similarity index 100%
rename from tradingagents/dataflows/googlenews_utils.py
rename to backend/tradingagents/dataflows/googlenews_utils.py
diff --git a/tradingagents/dataflows/interface.py b/backend/tradingagents/dataflows/interface.py
similarity index 100%
rename from tradingagents/dataflows/interface.py
rename to backend/tradingagents/dataflows/interface.py
diff --git a/tradingagents/dataflows/reddit_utils.py b/backend/tradingagents/dataflows/reddit_utils.py
similarity index 100%
rename from tradingagents/dataflows/reddit_utils.py
rename to backend/tradingagents/dataflows/reddit_utils.py
diff --git a/tradingagents/dataflows/search_provider.py b/backend/tradingagents/dataflows/search_provider.py
similarity index 100%
rename from tradingagents/dataflows/search_provider.py
rename to backend/tradingagents/dataflows/search_provider.py
diff --git a/tradingagents/dataflows/search_provider_factory.py b/backend/tradingagents/dataflows/search_provider_factory.py
similarity index 100%
rename from tradingagents/dataflows/search_provider_factory.py
rename to backend/tradingagents/dataflows/search_provider_factory.py
diff --git a/tradingagents/dataflows/stockstats_utils.py b/backend/tradingagents/dataflows/stockstats_utils.py
similarity index 100%
rename from tradingagents/dataflows/stockstats_utils.py
rename to backend/tradingagents/dataflows/stockstats_utils.py
diff --git a/tradingagents/dataflows/utils.py b/backend/tradingagents/dataflows/utils.py
similarity index 100%
rename from tradingagents/dataflows/utils.py
rename to backend/tradingagents/dataflows/utils.py
diff --git a/tradingagents/dataflows/yfin_utils.py b/backend/tradingagents/dataflows/yfin_utils.py
similarity index 100%
rename from tradingagents/dataflows/yfin_utils.py
rename to backend/tradingagents/dataflows/yfin_utils.py
diff --git a/tradingagents/default_config.py b/backend/tradingagents/default_config.py
similarity index 100%
rename from tradingagents/default_config.py
rename to backend/tradingagents/default_config.py
diff --git a/tradingagents/graph/__init__.py b/backend/tradingagents/graph/__init__.py
similarity index 100%
rename from tradingagents/graph/__init__.py
rename to backend/tradingagents/graph/__init__.py
diff --git a/tradingagents/graph/conditional_logic.py b/backend/tradingagents/graph/conditional_logic.py
similarity index 100%
rename from tradingagents/graph/conditional_logic.py
rename to backend/tradingagents/graph/conditional_logic.py
diff --git a/tradingagents/graph/propagation.py b/backend/tradingagents/graph/propagation.py
similarity index 100%
rename from tradingagents/graph/propagation.py
rename to backend/tradingagents/graph/propagation.py
diff --git a/tradingagents/graph/reflection.py b/backend/tradingagents/graph/reflection.py
similarity index 100%
rename from tradingagents/graph/reflection.py
rename to backend/tradingagents/graph/reflection.py
diff --git a/tradingagents/graph/setup.py b/backend/tradingagents/graph/setup.py
similarity index 100%
rename from tradingagents/graph/setup.py
rename to backend/tradingagents/graph/setup.py
diff --git a/tradingagents/graph/signal_processing.py b/backend/tradingagents/graph/signal_processing.py
similarity index 100%
rename from tradingagents/graph/signal_processing.py
rename to backend/tradingagents/graph/signal_processing.py
diff --git a/tradingagents/graph/trading_graph.py b/backend/tradingagents/graph/trading_graph.py
similarity index 100%
rename from tradingagents/graph/trading_graph.py
rename to backend/tradingagents/graph/trading_graph.py