Source: https://seerepo.com/r/virattt/ai-hedge-fund/built
Markdown source: https://seerepo.com/r/virattt/ai-hedge-fund/built.md
Description: ai-hedge-fund is a Python repo. It uses AI through langchain-anthropic, langchain-deepseek, langchain-google-genai, and langchain-openai.

# What is ai-hedge-fund built with?

ai-hedge-fund is a Python repo. It uses AI through langchain-anthropic, langchain-deepseek, langchain-google-genai, and langchain-openai and validates its data with Pydantic. It has 21,749 written lines, with 45 test files.

Read on November 5, 2026, at commit e8655f1.

Repository: https://github.com/virattt/ai-hedge-fund

## Frontend

### Interface

- **[matplotlib](https://seerepo.com/uses/matplotlib)**
- **[Rich](https://seerepo.com/uses/rich)**: 13 files
- **Textual**: 8 files

## Backend

### AI

- **langchain-anthropic**: 1 file
- **langchain-deepseek**: 1 file
- **langchain-google-genai**: 1 file
- **[langchain-openai](https://seerepo.com/uses/langchain-openai)**: 1 file

## Support

### Validation

- **[Pydantic](https://seerepo.com/uses/pydantic)**: 14 files

### Other

- **SciPy**
- **NumPy**: 4 files
- **requests**: 4 files
- **pyyaml**: 3 files
- **pandas**: 1 file
- **python-dotenv**: 1 file

## Other repos with a similar stack

- [TauricResearch/TradingAgents](https://seerepo.com/r/TauricResearch/TradingAgents/built): Rich, langchain-anthropic, langchain-google-genai, langchain-openai · [Compare](https://seerepo.com/compare/TauricResearch/TradingAgents/vs/virattt/ai-hedge-fund)
- [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents/built): matplotlib, Rich, langchain-openai, Pydantic · [Compare](https://seerepo.com/compare/datawhalechina/hello-agents/vs/virattt/ai-hedge-fund)
- [bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book/built): matplotlib, Rich, langchain-openai, Pydantic · [Compare](https://seerepo.com/compare/bojieli/ai-agent-book/vs/virattt/ai-hedge-fund)
- [ray-project/ray](https://seerepo.com/r/ray-project/ray/built): matplotlib, Rich, Textual, Pydantic · [Compare](https://seerepo.com/compare/ray-project/ray/vs/virattt/ai-hedge-fund)
- [NVIDIA/SkillSpector](https://seerepo.com/r/NVIDIA/SkillSpector/built): Rich, langchain-anthropic, langchain-openai, Pydantic · [Compare](https://seerepo.com/compare/NVIDIA/SkillSpector/vs/virattt/ai-hedge-fund)
- [debpalash/VoiceStudio](https://seerepo.com/r/debpalash/VoiceStudio/built): matplotlib, Rich, Pydantic · [Compare](https://seerepo.com/compare/debpalash/VoiceStudio/vs/virattt/ai-hedge-fund)

## Frequently asked questions

### What language is ai-hedge-fund written in?

ai-hedge-fund is written in Python, with 21,749 written lines.

### Does ai-hedge-fund use AI?

Yes. ai-hedge-fund uses AI through langchain-anthropic, langchain-deepseek, langchain-google-genai, and langchain-openai.

### Does ai-hedge-fund have tests?

Yes. ai-hedge-fund has 45 test files.

### Which repos have a stack like ai-hedge-fund's?

The ones that share most of its stack: TauricResearch/TradingAgents, datawhalechina/hello-agents, and bojieli/ai-agent-book.

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.