5 Commits

Author	SHA1	Message	Date
swj.premkumar	3a5bc02879	### Changed ... - **Risk Star Topology (Strategy 2)**: Replaced sequential "Round Robin" risk debate with a parallel "Fan-Out / Fan-In" architecture. - `Trader` now triggers `Risky`, `Safe`, and `Neutral` analysts simultaneously. - Implemented `Risk Sync` node and `merge_risk_states` reducer (AgentStates) to handle concurrent updates safely. - Reduced Risk Phase latency by ~60%. - **Batch Reflection (Strategy 1)**: Consolidated 5 sequential reflection calls into a single "Session Audit" call, reducing token usage and latency by ~80% in the post-trade phase. - **Parallel I/O (Strategy 3)**: Refactored `tradingagents/dataflows/local.py` (Reddit News) to use `ThreadPoolExecutor` (max 10 workers), achieving 5x-10x speedup in data fetching.	2026-01-14 20:11:06 -06:00
swj.premkumar	bfbc011a87	Implemented pure Python local embeddings using `sentence-transformers` library, eliminating the need for external services like Ollama for providers that don't support embeddings	2026-01-10 11:14:40 -06:00
luohy15	7fc9c28a94	Add environment variable configuration support ... - Add .env.example file with API key placeholders - Update README.md with .env file setup instructions - Add dotenv loading in main.py for environment variables 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>	2025-09-26 23:58:51 +08:00
Yijia Xiao	26c5ba5a78	Revert "Docker support and Ollama support (#47)" (#57) ... This reverts commit 78ea029a0b.	2025-06-26 00:07:58 -04:00
Geeta Chauhan	78ea029a0b	Docker support and Ollama support (#47) ... - Added support for running CLI and Ollama server via Docker - Introduced tests for local embeddings model and standalone Docker setup - Enabled conditional Ollama server launch via LLM_PROVIDER	2025-06-25 23:57:05 -04:00