{"package": "graphrag", "summary": "GraphRAG: A graph-based retrieval-augmented generation (RAG) system.", "pypi_url": "https://pypi.org/project/graphrag", "piwheels_url": "https://www.piwheels.org/project/graphrag", "releases": {"3.0.9": {"released": "2026-04-13 19:26:06", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.9-py3-none-any.whl": {"file_url": "/simple/graphrag/graphrag-3.0.9-py3-none-any.whl", "filehash": "d2ee87b36f0c1adbf841660dbdcf4a4c43e3f424b77419aa3895b3961798a594", "filesize": 298680, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.8": {"released": "2026-03-27 18:48:58", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.8-py3-none-any.whl", "filehash": "eea3b2ff46fb590776fd73ad7cfc270bdc11864457c2812978d335723a7705c1", "filesize": 298679, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.7": {"released": "2026-03-24 17:18:03", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.7-py3-none-any.whl", "filehash": "37e42d74b238586c0fca7235c3c93cc1606b73578b1dc0007d6a81c54267cca4", "filesize": 298680, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.6": {"released": "2026-03-06 20:05:06", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.6-py3-none-any.whl", "filehash": "d38c6ce30c2c3bbf032fb6c95fcf62cfc9f68d361a2343c0ca96ed42cdccfab6", "filesize": 298366, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.5": {"released": "2026-02-27 21:16:29", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.5-py3-none-any.whl", "filehash": "4801b97327cfd7861a4d35c34c89622338a503fc4895b1de78aad5e3918110c2", "filesize": 297170, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.4": {"released": "2026-02-24 22:55:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.4-py3-none-any.whl", "filehash": "b02d346fc740c2b0a2ca392380d29ec7de290812403fa724fd4a8811e89296e2", "filesize": 297158, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.3": {"released": "2026-02-24 20:57:00", "prerelease": false, "yanked": true, "skip_reason": "", "files": {"graphrag-3.0.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.3-py3-none-any.whl", "filehash": "a26b7f7b3f25e55506bfb190a95e0f682a1742ffbf077fbd8a2ee3c51bbb17c9", "filesize": 297159, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.2": {"released": "2026-02-13 18:52:04", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.2-py3-none-any.whl", "filehash": "d4210d7299f4ae03c450a0cf76fbd445a4fb469ce368f6bdf59f2a4dbc780ce2", "filesize": 292531, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.1": {"released": "2026-01-28 17:08:22", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-3.0.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.1-py3-none-any.whl", "filehash": "6a63b4927e19ae9a774b7106564b1ac135b17be30bdeaa8ebac496db9ed7bd0e", "filesize": 288007, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-chunking", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "3.0.0": {"released": "2026-01-27 22:04:11", "prerelease": false, "yanked": true, "skip_reason": "", "files": {"graphrag-3.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-3.0.0-py3-none-any.whl", "filehash": "47af894f39cfaad08969a0c60e623a34f7d466d1eee67ee973cd20b2d8085bf1", "filesize": 288003, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.14,>=3.11", "apt_dependencies": [], "pip_dependencies": ["azure-identity", "azure-search-documents", "azure-storage-blob", "blis", "devtools", "graphrag-cache", "graphrag-common", "graphrag-input", "graphrag-llm", "graphrag-storage", "graphrag-vectors", "graspologic-native", "json-repair", "networkx", "nltk", "numpy", "pandas", "pyarrow", "pydantic", "spacy", "textblob", "tqdm", "typer", "typing-extensions"]}}}, "2.7.2": {"released": "2026-03-27 14:23:17", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-2.7.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-2.7.2-py3-none-any.whl", "filehash": "de89c7744bce724f3215d97bfeecc56b57a2d445013603915317c1ad1b8a3839", "filesize": 400979, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "json-repair", "lancedb", "litellm", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "spacy", "textblob", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "2.7.1": {"released": "2026-01-27 14:04:12", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-2.7.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-2.7.1-py3-none-any.whl", "filehash": "4bcb643b9b9d059ca0fd3798e2cd22e1ff1f88d966dfeacc451809df425ce1e8", "filesize": 400975, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "json-repair", "lancedb", "litellm", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "spacy", "textblob", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "2.7.0": {"released": "2025-10-09 04:34:17", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-2.7.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-2.7.0-py3-none-any.whl", "filehash": "948b3a23920cb245bf8dcfe7cad52d7ed08cdc579705fae5fc91077ae65bd2b6", "filesize": 400975, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "json-repair", "lancedb", "litellm", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "spacy", "textblob", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "2.6.0": {"released": "2025-09-22 22:17:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-2.6.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-2.6.0-py3-none-any.whl", "filehash": "7847012df999dc9c997093e8766751593fe55addcde1a3ca7eec33775621bbeb", "filesize": 401747, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "json-repair", "lancedb", "litellm", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "spacy", "textblob", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "2.5.0": {"released": "2025-08-14 14:07:36", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-2.5.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-2.5.0-py3-none-any.whl", "filehash": "9895104a3266d2bcfec0bd42ea161345586ec54a42b8167d8588c068a9c2a454", "filesize": 370350, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "json-repair", "lancedb", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "spacy", "textblob", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "2.4.0": {"released": "2025-07-15 00:55:46", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.3.0": {"released": "2025-05-23 21:20:44", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.2.1": {"released": "2025-05-01 00:16:15", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.2.0": {"released": "2025-04-26 00:20:56", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.1.0": {"released": "2025-03-12 00:17:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.0.0": {"released": "2025-02-26 16:59:14", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.2.1": {"released": "2026-03-27 13:59:10", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"graphrag-1.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-1.2.1-py3-none-any.whl", "filehash": "9246023bbdad907f63ad9bcf904b0295b9715d1819dc71d7b822b43854059e94", "filesize": 348170, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": ">=3.10,<3.13", "apt_dependencies": [], "pip_dependencies": ["aiofiles", "azure-cosmos", "azure-identity", "azure-search-documents", "azure-storage-blob", "devtools", "environs", "fnllm", "future", "graspologic", "httpx", "json-repair", "lancedb", "networkx", "nltk", "numpy", "openai", "pandas", "pyarrow", "pydantic", "python-dotenv", "pyyaml", "rich", "tenacity", "tiktoken", "tqdm", "typer", "typing-extensions", "umap-learn"]}}}, "1.2.0": {"released": "2025-01-15 21:50:20", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.1.2": {"released": "2025-01-09 22:51:11", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.1.1": {"released": "2025-01-08 22:19:48", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.1.0": {"released": "2025-01-07 22:17:20", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.0.1": {"released": "2024-12-18 23:25:45", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "1.0.0": {"released": "2024-12-11 23:48:35", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.9.0": {"released": "2024-12-06 20:31:06", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.5.0": {"released": "2024-11-18 06:08:01", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.4.1": {"released": "2024-11-09 00:01:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.4.0": {"released": "2024-11-06 00:45:23", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.6": {"released": "2024-09-20 00:31:15", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.5": {"released": "2024-09-19 17:36:18", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.4": {"released": "2024-09-11 22:47:12", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.3": {"released": "2024-09-10 20:08:22", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.2": {"released": "2024-08-26 23:58:27", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.1": {"released": "2024-08-21 23:05:11", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.3.0": {"released": "2024-08-13 00:15:59", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.2.2": {"released": "2024-08-08 22:49:59", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.2.1": {"released": "2024-08-06 00:46:36", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.2.0": {"released": "2024-07-25 04:04:07", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.1.1": {"released": "2024-07-01 22:56:31", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "0.0.0": {"released": "2024-03-26 17:34:11", "prerelease": false, "yanked": true, "skip_reason": "", "files": {"graphrag-0.0.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/graphrag/graphrag-0.0.0-py3-none-any.whl", "filehash": "3d914a50b8ea2bd0ec4e71446e05fe437ae30b3676505da8392064a277e5f0d4", "filesize": 1392, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": []}}}}}