{"data":{"slug":"llmquant-quant-mind","name":"quant-mind","tagline":"QuantMind is an intelligent knowledge extraction and retrieval framework for quantitative finance.","github_url":"https://github.com/LLMQuant/quant-mind","owner":"LLMQuant","repo":"quant-mind","owner_avatar_url":"https://avatars.githubusercontent.com/u/67217001?v=4","primary_language":"Python","stars":2006,"forks":345,"topics":["data","knowledge","llm","pipeline","quantitative-finance","quantitative-research","workflow"],"archived":false,"github_pushed_at":"2026-07-15T09:28:43+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/llmquant-quant-mind","markdown_url":"https://www.graphcanon.com/tools/llmquant-quant-mind.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/llmquant-quant-mind","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=llmquant-quant-mind","description":"QuantMind is an intelligent knowledge extraction and retrieval framework for quantitative finance.","homepage_url":"http://llmquantdata.com/","license":"MIT","open_issues":32,"watchers":19,"ai_summary":null,"readme_excerpt":"### 🚀 Quick Start\n\nWe use [uv](https://github.com/astral-sh/uv) for fast and reliable Python package management.\n\n**Prerequisites:**\n\n- Python 3.8+\n- Git\n\n**Installation:**\n\n1. **Install uv (if not already installed):**\n\n   ```bash\n   # On macOS and Linux\n   curl -LsSf https://astral.sh/uv/install.sh | sh\n\n   # On Windows\n   powershell -c \"irm https://astral.sh/uv/install.ps1 | iex\"\n\n   # Or using pip\n   pip install uv\n   ```\n\n2. **Clone the repository:**\n\n   ```bash\n   git clone https://github.com/LLMQuant/quant-mind.git\n   cd quant-mind\n   ```\n\n3. **Create and activate virtual environment:**\n\n   ```bash\n   # Create a virtual environment\n   uv venv\n\n   # Activate it\n   # On macOS/Linux:\n   source .venv/bin/activate\n\n   # On Windows:\n   .venv\\Scripts\\activate\n   ```\n\n4. **Install dependencies:**\n\n   ```bash\n   uv pip install -e .\n   ```\n\n---\n\n### License\n\nQuantMind is released under the MIT License—see `LICENSE` for details.","github_created_at":"2025-03-14T02:51:22+00:00","created_at":"2026-07-15T10:49:25.375384+00:00","updated_at":"2026-07-15T10:49:28.135346+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"data","name":"data"},{"slug":"knowledge","name":"knowledge"},{"slug":"llm","name":"llm"},{"slug":"pipeline","name":"pipeline"},{"slug":"python","name":"python"},{"slug":"quantitative-finance","name":"quantitative-finance"},{"slug":"quantitative-research","name":"quantitative-research"},{"slug":"workflow","name":"workflow"}],"trust":{"provenance":{"is_fork":false,"github_id":948264786,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-15T10:49:26.330Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":0,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:49:26.791Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-15T10:49:26.099Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-15T10:49:26.099Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-15T10:49:26.099Z"}}}}