Commit Graph

18 Commits

Author SHA1 Message Date
dtarkent2-sys 806263defd fix: process all chunk messages + harden memory score normalization
Backport from upstream TauricResearch/TradingAgents fa4d01c2:
  - cli/main.py: iterate all messages in each chunk (not just the last);
    dedupe across chunks with a processed-IDs set instead of tracking
    only the most recent message. Prevents dropped tool-call logs when
    the graph streams multiple messages per chunk.
  - memory.py: guard max() against empty scores and return a float to
    avoid ValueError on first-call paths before documents are added.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-18 15:09:34 -04:00
dtarkent2-sys 8c48c3cffd WIP: local TradingAgents customizations through 2026-04-13
Bulk commit of accumulated local changes on the dtarkent2-sys fork.
Spans agents, dataflows, llm_clients, graph orchestration, CLI, and
docs. Primary work areas:

- llm_clients/ — multi-LLM client layer (anthropic, google, openai,
  factory, base, validators) for swappable provider support
- dataflows/alpaca_data.py — Alpaca integration alongside existing
  alpha_vantage and y_finance flows
- agents/structured/ — portfolio, scoring, and tier1/2/3 layers
- agents/analysts, researchers, risk_mgmt — local prompt and logic
  customizations
- graph/ — orchestration tweaks (parallel_analysts, propagation,
  reflection, signal_processing, trading_graph)
- alembic scaffolding inherited from prior commit
- chainlit web UI design notes in docs/plans/

This is a single WIP snapshot to preserve work before any upstream
merge. History can be cleaned up with interactive rebase later.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-13 22:01:00 -04:00
dtarkent2-sys ee80a42971 feat: add regime awareness, smart-money tracking, theme substitution & position replacement
- MacroRegimeOutput: risk_appetite, liquidity_regime, regime_score_adjustment (-2 to +2)
- InstitutionalFlowOutput: 13F holders, insider transactions, short interest trend, smart_money_signal
- Scoring node applies regime adjustment to master score
- Theme Substitution Engine: identifies best expression of theme, ranks peers, flags overlap
- Position Replacement Agent: compares candidate to theme alternatives, flags replacements
- Pipeline: Scoring → Portfolio Analysis → Debate → Decision
- Final decision narrative includes theme context and replacement flags

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 21:46:03 +00:00
dtarkent2-sys 7ad9e1d1ce feat: rebuild as structured Pydantic equity ranking engine
Replace generic LLM debate system with a tiered, macro-aware equity
ranking pipeline where every agent returns Pydantic structured output
and scoring is deterministic Python — no prose drives downstream decisions.

Architecture: Validation → Tier 1 (Macro+Liquidity parallel) →
Tier 2 (8 agents parallel) → Scoring (Archetype+MasterScore) →
Tier 3 (Bull/Bear debate + Risk + FinalDecision) → END

Master Score: 25% business_quality + 20% macro + 15% institutional_flow
+ 10% valuation + 10% entry_timing + 10% earnings_revisions + 5% backlog
+ 5% crowding. Hard veto gates, confidence penalties, position role
assignment all computed deterministically.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 21:30:46 +00:00
dtarkent2-sys 24c90bdd5d Fix crash when LLM requests unsupported indicator (e.g. vwap)
Return error message to LLM instead of crashing the pipeline.
Also list supported indicators in the tool docstring.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 17:51:20 +00:00
Yijia Xiao b06936f420
fix: improve data vendor implementations and tool signatures
- Add get_global_news for Alpha Vantage
- Fix get_insider_transactions signature (remove unused curr_date param)
- Remove unnecessary default params from API calls (sort, limit, tab)
2026-02-03 22:27:20 +00:00
Yijia Xiao 50961b2477
refactor: rename risky/safe agents to aggressive/conservative 2026-02-03 22:27:20 +00:00
Yijia Xiao d4dadb82fc
feat: add multi-provider LLM support with thinking configurations
Models added:
- OpenAI: GPT-5.2, GPT-5.1, GPT-5, GPT-5 Mini, GPT-5 Nano, GPT-4.1
- Anthropic: Claude Opus 4.5/4.1, Claude Sonnet 4.5/4, Claude Haiku 4.5
- Google: Gemini 3 Pro/Flash, Gemini 2.5 Flash/Flash Lite
- xAI: Grok 4, Grok 4.1 Fast (Reasoning/Non-Reasoning)

Configs updated:
- Add unified thinking_level for Gemini (maps to thinking_level for Gemini 3,
  thinking_budget for Gemini 2.5; handles Pro's lack of "minimal" support)
- Add OpenAI reasoning_effort configuration
- Add NormalizedChatGoogleGenerativeAI for consistent response handling

Fixes:
- Fix Bull/Bear researcher display truncation
- Replace ChromaDB with BM25 for memory retrieval
2026-02-03 22:27:20 +00:00
luohy15 8b04ec307f minor fix 2025-09-26 23:25:33 +08:00
luohy15 0ab323c2c6 Add Alpha Vantage API integration as primary data provider
- Replace FinnHub with Alpha Vantage API in README documentation
- Implement comprehensive Alpha Vantage modules:
  - Stock data (daily OHLCV with date filtering)
  - Technical indicators (SMA, EMA, MACD, RSI, Bollinger Bands, ATR)
  - Fundamental data (overview, balance sheet, cashflow, income statement)
  - News and sentiment data with insider transactions
- Update news analyst tools to use ticker-based news search
- Integrate Alpha Vantage vendor methods into interface routing
- Maintain backward compatibility with existing vendor system

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-09-26 22:57:50 +08:00
luohy15 a6734d71bc WIP 2025-09-26 16:17:50 +08:00
Max Wong 43aa9c5d09
Local Ollama (#53)
- Fix typo 'Start' 'End'
- Add llama3.1 selection
- Use 'quick_think_llm' model instead of hard-coding GPT
2025-06-26 00:27:01 -04:00
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
Edward Sun 7eaf4d995f update clear msg bc anthropic needs at least 1 msg in chat call 2025-06-15 23:14:47 -07:00
Edward Sun da84ef43aa main works, cli bugs 2025-06-15 22:20:59 -07:00
maxer137 99789f9cd1 Add support for other backends, such as OpenRouter and olama
This aims to offer alternative OpenAI capable api's.
This offers people to experiment with running the application locally
2025-06-11 14:19:25 +02:00
Yijia-Xiao cc97cb6d5d chore(release): v0.1.0 – initial public release of TradingAgents 2025-06-05 04:27:57 -07:00