2024-09-19 GraphRAG Installation

2024-09-19-graphrag-install.txt

```
(base) ohho@dnn4:~/codes/david$ 7za x code_graphrag+raptor_24240912.7z 

7-Zip (a) [64] 16.02 : Copyright (c) 1999-2016 Igor Pavlov : 2016-05-21
p7zip Version 16.02 (locale=C.UTF-8,Utf16=on,HugeFiles=on,64 bits,8 CPUs Intel(R) Core(TM) i7-9700K CPU @ 3.60GHz (906EC),ASM,AES-NI)

Scanning the drive for archives:
1 file, 473055 bytes (462 KiB)

Extracting archive: code_graphrag+raptor_24240912.7z
--
Path = code_graphrag+raptor_24240912.7z
Type = 7z
Physical Size = 473055
Headers Size = 16321
Method = LZMA:23
Solid = +
Blocks = 1

Everything is Ok

Folders: 170
Files: 749
Size:       2388273
Compressed: 473055
(base) ohho@dnn4:~/codes/david$ ls -al
total 476
drwxrwxr-x 3 ohho ohho   4096 Sep 19 15:39 .
drwxrwxr-x 4 ohho ohho   4096 Sep 19 15:36 ..
drwxrwxr-x 4 ohho ohho   4096 Sep 12 13:23 code_graphrag+raptor_24240912
-rw-r--r-- 1 ohho ohho 473055 Sep 19 15:36 code_graphrag+raptor_24240912.7z
(base) ohho@dnn4:~/codes/david$ cd code_graphrag+raptor_24240912/
(base) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ ls -al
total 40
drwxrwxr-x  4 ohho ohho  4096 Sep 12 13:23 .
drwxrwxr-x  3 ohho ohho  4096 Sep 19 15:39 ..
drwxrwxr-x 10 ohho ohho  4096 Sep 12 13:24 graphrag
-rw-rw-r--  1 ohho ohho  3886 Sep 12 13:09 index.py
drwxrwxr-x  4 ohho ohho  4096 Sep 12 13:23 my_graphrag
-rw-rw-r--  1 ohho ohho 17610 Sep 12 13:22 query.py
(base) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ conda create -n graphrag python=3.10
Retrieving notices: ...working... done
Channels:
 - defaults
Platform: linux-64
Collecting package metadata (repodata.json): done
Solving environment: done

## Package Plan ##

  environment location: /home/ohho/conda/envs/graphrag

  added / updated specs:
    - python=3.10


The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    openssl-3.0.15             |       h5eee18b_0         5.2 MB
    setuptools-75.1.0          |  py310h06a4308_0         1.7 MB
    wheel-0.44.0               |  py310h06a4308_0         109 KB
    ------------------------------------------------------------
                                           Total:         7.0 MB

The following NEW packages will be INSTALLED:

  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main 
  _openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu 
  bzip2              pkgs/main/linux-64::bzip2-1.0.8-h5eee18b_6 
  ca-certificates    pkgs/main/linux-64::ca-certificates-2024.7.2-h06a4308_0 
  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1 
  libffi             pkgs/main/linux-64::libffi-3.4.4-h6a678d5_1 
  libgcc-ng          pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1 
  libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1 
  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1 
  libuuid            pkgs/main/linux-64::libuuid-1.41.5-h5eee18b_0 
  ncurses            pkgs/main/linux-64::ncurses-6.4-h6a678d5_0 
  openssl            pkgs/main/linux-64::openssl-3.0.15-h5eee18b_0 
  pip                pkgs/main/linux-64::pip-24.2-py310h06a4308_0 
  python             pkgs/main/linux-64::python-3.10.14-h955ad1f_1 
  readline           pkgs/main/linux-64::readline-8.2-h5eee18b_0 
  setuptools         pkgs/main/linux-64::setuptools-75.1.0-py310h06a4308_0 
  sqlite             pkgs/main/linux-64::sqlite-3.45.3-h5eee18b_0 
  tk                 pkgs/main/linux-64::tk-8.6.14-h39e8969_0 
  tzdata             pkgs/main/noarch::tzdata-2024a-h04d1e81_0 
  wheel              pkgs/main/linux-64::wheel-0.44.0-py310h06a4308_0 
  xz                 pkgs/main/linux-64::xz-5.4.6-h5eee18b_1 
  zlib               pkgs/main/linux-64::zlib-1.2.13-h5eee18b_1 


Proceed ([y]/n)? y


Downloading and Extracting Packages:
                                                                                                                      
Preparing transaction: done                                                                                           
Verifying transaction: done                                                                                           
Executing transaction: done
#
# To activate this environment, use
#
#     $ conda activate graphrag
#
# To deactivate an active environment, use
#
#     $ conda deactivate

(base) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ conda activate graphrag
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ pip install ollama
Collecting ollama
  Downloading ollama-0.3.3-py3-none-any.whl.metadata (3.8 kB)
Collecting httpx<0.28.0,>=0.27.0 (from ollama)
  Downloading httpx-0.27.2-py3-none-any.whl.metadata (7.1 kB)
Collecting anyio (from httpx<0.28.0,>=0.27.0->ollama)
  Downloading anyio-4.4.0-py3-none-any.whl.metadata (4.6 kB)
Collecting certifi (from httpx<0.28.0,>=0.27.0->ollama)
  Downloading certifi-2024.8.30-py3-none-any.whl.metadata (2.2 kB)
Collecting httpcore==1.* (from httpx<0.28.0,>=0.27.0->ollama)
  Downloading httpcore-1.0.5-py3-none-any.whl.metadata (20 kB)
Collecting idna (from httpx<0.28.0,>=0.27.0->ollama)
  Downloading idna-3.10-py3-none-any.whl.metadata (10 kB)
Collecting sniffio (from httpx<0.28.0,>=0.27.0->ollama)
  Downloading sniffio-1.3.1-py3-none-any.whl.metadata (3.9 kB)
Collecting h11<0.15,>=0.13 (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama)
  Downloading h11-0.14.0-py3-none-any.whl.metadata (8.2 kB)
Collecting exceptiongroup>=1.0.2 (from anyio->httpx<0.28.0,>=0.27.0->ollama)
  Downloading exceptiongroup-1.2.2-py3-none-any.whl.metadata (6.6 kB)
Collecting typing-extensions>=4.1 (from anyio->httpx<0.28.0,>=0.27.0->ollama)
  Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
Downloading ollama-0.3.3-py3-none-any.whl (10 kB)
Downloading httpx-0.27.2-py3-none-any.whl (76 kB)
Downloading httpcore-1.0.5-py3-none-any.whl (77 kB)
Downloading anyio-4.4.0-py3-none-any.whl (86 kB)
Downloading idna-3.10-py3-none-any.whl (70 kB)
Downloading sniffio-1.3.1-py3-none-any.whl (10 kB)
Downloading certifi-2024.8.30-py3-none-any.whl (167 kB)
Downloading exceptiongroup-1.2.2-py3-none-any.whl (16 kB)
Downloading h11-0.14.0-py3-none-any.whl (58 kB)
Downloading typing_extensions-4.12.2-py3-none-any.whl (37 kB)
Installing collected packages: typing-extensions, sniffio, idna, h11, exceptiongroup, certifi, httpcore, anyio, httpx, ollama
Successfully installed anyio-4.4.0 certifi-2024.8.30 exceptiongroup-1.2.2 h11-0.14.0 httpcore-1.0.5 httpx-0.27.2 idna-3.10 ollama-0.3.3 sniffio-1.3.1 typing-extensions-4.12.2
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ ollama pull llama3.1:8b-instruct-q8_0
Error: could not connect to ollama app, is it running?
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ curl -fsSL https://ollama.com/install.sh | sh
>>> Installing ollama to /usr/local
[sudo] password for ohho: 
>>> Downloading Linux amd64 bundle
######################################################################## 100.0%##O#-#                                 ######################################################################## 100.0%
>>> Creating ollama user...
>>> Adding ollama user to render group...
>>> Adding ollama user to video group...
>>> Adding current user to ollama group...
>>> Creating ollama systemd service...
>>> Enabling and starting ollama service...
Created symlink /etc/systemd/system/default.target.wants/ollama.service → /etc/systemd/system/ollama.service.
>>> NVIDIA GPU installed.
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ ollama pull llama3.1:8b-instruct-q8_0
pulling manifest 
pulling cc04e85e1f86... 100% ▕██████████████████████████████████████████████████████▏ 8.5 GB                         
pulling 948af2743fc7... 100% ▕██████████████████████████████████████████████████████▏ 1.5 KB                         
pulling 0ba8f0e314b4... 100% ▕██████████████████████████████████████████████████████▏  12 KB                         
pulling 56bb8bd477a5... 100% ▕██████████████████████████████████████████████████████▏   96 B                         
pulling 4a4a958ae550... 100% ▕██████████████████████████████████████████████████████▏  485 B                         
verifying sha256 digest 
writing manifest 
success 
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ ollama pull nomic-embed-text
pulling manifest 
pulling 970aa74c0a90... 100% ▕██████████████████████████████████████████████████████▏ 274 MB                         
pulling c71d239df917... 100% ▕██████████████████████████████████████████████████████▏  11 KB                         
pulling ce4a164fc046... 100% ▕██████████████████████████████████████████████████████▏   17 B                         
pulling 31df23ea7daa... 100% ▕██████████████████████████████████████████████████████▏  420 B                         
verifying sha256 digest 
writing manifest 
success 
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ pip install graphrag
Collecting graphrag
  Downloading graphrag-0.3.4-py3-none-any.whl.metadata (6.2 kB)
Collecting aiofiles<25.0.0,>=24.1.0 (from graphrag)
  Downloading aiofiles-24.1.0-py3-none-any.whl.metadata (10 kB)
Collecting aiolimiter<2.0.0,>=1.1.0 (from graphrag)
  Downloading aiolimiter-1.1.0-py3-none-any.whl.metadata (4.5 kB)
Collecting azure-identity<2.0.0,>=1.17.1 (from graphrag)
  Downloading azure_identity-1.17.1-py3-none-any.whl.metadata (79 kB)
Collecting azure-search-documents<12.0.0,>=11.4.0 (from graphrag)
  Downloading azure_search_documents-11.5.1-py3-none-any.whl.metadata (23 kB)
Collecting azure-storage-blob<13.0.0,>=12.22.0 (from graphrag)
  Downloading azure_storage_blob-12.23.0-py3-none-any.whl.metadata (26 kB)
Collecting datashaper<0.0.50,>=0.0.49 (from graphrag)
  Downloading datashaper-0.0.49-py3-none-any.whl.metadata (3.7 kB)
Collecting devtools<0.13.0,>=0.12.2 (from graphrag)
  Downloading devtools-0.12.2-py3-none-any.whl.metadata (4.8 kB)
Collecting environs<12.0.0,>=11.0.0 (from graphrag)
  Downloading environs-11.0.0-py3-none-any.whl.metadata (13 kB)
Collecting fastparquet<2025.0.0,>=2024.2.0 (from graphrag)
  Downloading fastparquet-2024.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.1 kB)
Collecting future<2.0.0,>=1.0.0 (from graphrag)
  Downloading future-1.0.0-py3-none-any.whl.metadata (4.0 kB)
Collecting graspologic<4.0.0,>=3.4.1 (from graphrag)
  Downloading graspologic-3.4.1-py3-none-any.whl.metadata (5.8 kB)
Collecting json-repair<0.29.0,>=0.28.4 (from graphrag)
  Downloading json_repair-0.28.4-py3-none-any.whl.metadata (9.0 kB)
Collecting lancedb<0.13.0,>=0.12.0 (from graphrag)
  Downloading lancedb-0.12.0-cp38-abi3-manylinux_2_28_x86_64.whl.metadata (4.8 kB)
Collecting networkx<4,>=3 (from graphrag)
  Using cached networkx-3.3-py3-none-any.whl.metadata (5.1 kB)
Collecting nltk==3.9.1 (from graphrag)
  Downloading nltk-3.9.1-py3-none-any.whl.metadata (2.9 kB)
Collecting numba==0.60.0 (from graphrag)
  Downloading numba-0.60.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (2.7 kB)
Collecting numpy<2.0.0,>=1.25.2 (from graphrag)
  Using cached numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB)
Collecting openai<2.0.0,>=1.37.1 (from graphrag)
  Downloading openai-1.46.0-py3-none-any.whl.metadata (24 kB)
Collecting pyaml-env<2.0.0,>=1.2.1 (from graphrag)
  Downloading pyaml_env-1.2.1-py3-none-any.whl.metadata (12 kB)
Collecting pydantic<3,>=2 (from graphrag)
  Downloading pydantic-2.9.2-py3-none-any.whl.metadata (149 kB)
Collecting python-dotenv<2.0.0,>=1.0.0 (from graphrag)
  Downloading python_dotenv-1.0.1-py3-none-any.whl.metadata (23 kB)
Collecting pyyaml<7.0.0,>=6.0.2 (from graphrag)
  Downloading PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.1 kB)
Collecting rich<14.0.0,>=13.6.0 (from graphrag)
  Downloading rich-13.8.1-py3-none-any.whl.metadata (18 kB)
Collecting scipy==1.12.0 (from graphrag)
  Downloading scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)
Collecting swifter<2.0.0,>=1.4.0 (from graphrag)
  Downloading swifter-1.4.0.tar.gz (1.2 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 10.5 MB/s eta 0:00:00
  Preparing metadata (setup.py) ... done
Collecting tenacity<10.0.0,>=9.0.0 (from graphrag)
  Downloading tenacity-9.0.0-py3-none-any.whl.metadata (1.2 kB)
Collecting textual<0.79.0,>=0.78.0 (from graphrag)
  Downloading textual-0.78.0-py3-none-any.whl.metadata (5.6 kB)
Collecting tiktoken<0.8.0,>=0.7.0 (from graphrag)
  Downloading tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)
Requirement already satisfied: typing-extensions<5.0.0,>=4.12.2 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from graphrag) (4.12.2)
Collecting uvloop<0.21.0,>=0.20.0 (from graphrag)
  Downloading uvloop-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.9 kB)
Collecting click (from nltk==3.9.1->graphrag)
  Downloading click-8.1.7-py3-none-any.whl.metadata (3.0 kB)
Collecting joblib (from nltk==3.9.1->graphrag)
  Downloading joblib-1.4.2-py3-none-any.whl.metadata (5.4 kB)
Collecting regex>=2021.8.3 (from nltk==3.9.1->graphrag)
  Downloading regex-2024.9.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (40 kB)
Collecting tqdm (from nltk==3.9.1->graphrag)
  Downloading tqdm-4.66.5-py3-none-any.whl.metadata (57 kB)
Collecting llvmlite<0.44,>=0.43.0dev0 (from numba==0.60.0->graphrag)
  Downloading llvmlite-0.43.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.8 kB)
Collecting azure-core>=1.23.0 (from azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading azure_core-1.31.0-py3-none-any.whl.metadata (39 kB)
Collecting cryptography>=2.5 (from azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading cryptography-43.0.1-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (5.4 kB)
Collecting msal>=1.24.0 (from azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading msal-1.31.0-py3-none-any.whl.metadata (11 kB)
Collecting msal-extensions>=0.3.0 (from azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading msal_extensions-1.2.0-py3-none-any.whl.metadata (7.6 kB)
Collecting azure-common>=1.1 (from azure-search-documents<12.0.0,>=11.4.0->graphrag)
  Downloading azure_common-1.1.28-py2.py3-none-any.whl.metadata (5.0 kB)
Collecting isodate>=0.6.0 (from azure-search-documents<12.0.0,>=11.4.0->graphrag)
  Downloading isodate-0.6.1-py2.py3-none-any.whl.metadata (9.6 kB)
Collecting diskcache<6.0.0,>=5.6.3 (from datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading diskcache-5.6.3-py3-none-any.whl.metadata (20 kB)
Collecting jsonschema<5.0.0,>=4.21.1 (from datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading jsonschema-4.23.0-py3-none-any.whl.metadata (7.9 kB)
Collecting pandas<3.0.0,>=2.2.0 (from datashaper<0.0.50,>=0.0.49->graphrag)
  Using cached pandas-2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (19 kB)
Collecting pyarrow<16.0.0,>=15.0.0 (from datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading pyarrow-15.0.2-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (3.0 kB)
Collecting asttokens<3.0.0,>=2.0.0 (from devtools<0.13.0,>=0.12.2->graphrag)
  Downloading asttokens-2.4.1-py2.py3-none-any.whl.metadata (5.2 kB)
Collecting executing>=1.1.1 (from devtools<0.13.0,>=0.12.2->graphrag)
  Downloading executing-2.1.0-py2.py3-none-any.whl.metadata (8.9 kB)
Collecting pygments>=2.15.0 (from devtools<0.13.0,>=0.12.2->graphrag)
  Using cached pygments-2.18.0-py3-none-any.whl.metadata (2.5 kB)
Collecting marshmallow>=3.13.0 (from environs<12.0.0,>=11.0.0->graphrag)
  Downloading marshmallow-3.22.0-py3-none-any.whl.metadata (7.2 kB)
Collecting cramjam>=2.3 (from fastparquet<2025.0.0,>=2024.2.0->graphrag)
  Downloading cramjam-2.8.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.2 kB)
Collecting fsspec (from fastparquet<2025.0.0,>=2024.2.0->graphrag)
  Downloading fsspec-2024.9.0-py3-none-any.whl.metadata (11 kB)
Collecting packaging (from fastparquet<2025.0.0,>=2024.2.0->graphrag)
  Using cached packaging-24.1-py3-none-any.whl.metadata (3.2 kB)
Collecting POT<0.10,>=0.9 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading POT-0.9.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (32 kB)
Collecting anytree<3.0.0,>=2.12.1 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading anytree-2.12.1-py3-none-any.whl.metadata (8.1 kB)
Collecting beartype<0.19.0,>=0.18.5 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading beartype-0.18.5-py3-none-any.whl.metadata (30 kB)
Collecting gensim<5.0.0,>=4.3.2 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading gensim-4.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (8.2 kB)
Collecting graspologic-native<2.0.0,>=1.2.1 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading graspologic_native-1.2.1-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.9 kB)
Collecting hyppo<0.5.0,>=0.4.0 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading hyppo-0.4.0-py3-none-any.whl.metadata (1.7 kB)
Collecting matplotlib<4.0.0,>=3.8.4 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading matplotlib-3.9.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB)
Collecting scikit-learn<2.0.0,>=1.4.2 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading scikit_learn-1.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (13 kB)
Collecting seaborn<0.14.0,>=0.13.2 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading seaborn-0.13.2-py3-none-any.whl.metadata (5.4 kB)
Collecting statsmodels<0.15.0,>=0.14.2 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading statsmodels-0.14.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.2 kB)
Collecting umap-learn<0.6.0,>=0.5.6 (from graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading umap_learn-0.5.6-py3-none-any.whl.metadata (21 kB)
Collecting deprecation (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading deprecation-2.1.0-py2.py3-none-any.whl.metadata (4.6 kB)
Collecting pylance==0.16.0 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading pylance-0.16.0-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (7.2 kB)
Collecting ratelimiter~=1.0 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading ratelimiter-1.2.0.post0-py3-none-any.whl.metadata (4.0 kB)
Collecting requests>=2.31.0 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading requests-2.32.3-py3-none-any.whl.metadata (4.6 kB)
Collecting retry>=0.9.2 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading retry-0.9.2-py2.py3-none-any.whl.metadata (5.8 kB)
Collecting attrs>=21.3.0 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading attrs-24.2.0-py3-none-any.whl.metadata (11 kB)
Collecting cachetools (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading cachetools-5.5.0-py3-none-any.whl.metadata (5.3 kB)
Collecting overrides>=0.7 (from lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading overrides-7.7.0-py3-none-any.whl.metadata (5.8 kB)
Requirement already satisfied: anyio<5,>=3.5.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from openai<2.0.0,>=1.37.1->graphrag) (4.4.0)
Collecting distro<2,>=1.7.0 (from openai<2.0.0,>=1.37.1->graphrag)
  Downloading distro-1.9.0-py3-none-any.whl.metadata (6.8 kB)
Requirement already satisfied: httpx<1,>=0.23.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from openai<2.0.0,>=1.37.1->graphrag) (0.27.2)
Collecting jiter<1,>=0.4.0 (from openai<2.0.0,>=1.37.1->graphrag)
  Downloading jiter-0.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.6 kB)
Requirement already satisfied: sniffio in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from openai<2.0.0,>=1.37.1->graphrag) (1.3.1)
Collecting annotated-types>=0.6.0 (from pydantic<3,>=2->graphrag)
  Downloading annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)
Collecting pydantic-core==2.23.4 (from pydantic<3,>=2->graphrag)
  Downloading pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)
Collecting markdown-it-py>=2.2.0 (from rich<14.0.0,>=13.6.0->graphrag)
  Using cached markdown_it_py-3.0.0-py3-none-any.whl.metadata (6.9 kB)
Collecting psutil>=5.6.6 (from swifter<2.0.0,>=1.4.0->graphrag)
  Downloading psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (21 kB)
Collecting dask>=2.10.0 (from dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading dask-2024.9.0-py3-none-any.whl.metadata (3.7 kB)
Requirement already satisfied: idna>=2.8 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from anyio<5,>=3.5.0->openai<2.0.0,>=1.37.1->graphrag) (3.10)
Requirement already satisfied: exceptiongroup>=1.0.2 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from anyio<5,>=3.5.0->openai<2.0.0,>=1.37.1->graphrag) (1.2.2)
Collecting six (from anytree<3.0.0,>=2.12.1->graspologic<4.0.0,>=3.4.1->graphrag)
  Using cached six-1.16.0-py2.py3-none-any.whl.metadata (1.8 kB)
Collecting cffi>=1.12 (from cryptography>=2.5->azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading cffi-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.5 kB)
Collecting cloudpickle>=3.0.0 (from dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading cloudpickle-3.0.0-py3-none-any.whl.metadata (7.0 kB)
Collecting partd>=1.4.0 (from dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading partd-1.4.2-py3-none-any.whl.metadata (4.6 kB)
Collecting toolz>=0.10.0 (from dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading toolz-0.12.1-py3-none-any.whl.metadata (5.1 kB)
Collecting importlib-metadata>=4.13.0 (from dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading importlib_metadata-8.5.0-py3-none-any.whl.metadata (4.8 kB)
Collecting dask-expr<1.2,>=1.1 (from dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading dask_expr-1.1.14-py3-none-any.whl.metadata (2.5 kB)
Collecting smart-open>=1.8.1 (from gensim<5.0.0,>=4.3.2->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading smart_open-7.0.4-py3-none-any.whl.metadata (23 kB)
Requirement already satisfied: certifi in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx<1,>=0.23.0->openai<2.0.0,>=1.37.1->graphrag) (2024.8.30)
Requirement already satisfied: httpcore==1.* in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx<1,>=0.23.0->openai<2.0.0,>=1.37.1->graphrag) (1.0.5)
Requirement already satisfied: h11<0.15,>=0.13 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpcore==1.*->httpx<1,>=0.23.0->openai<2.0.0,>=1.37.1->graphrag) (0.14.0)
Collecting autograd>=1.3 (from hyppo<0.5.0,>=0.4.0->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading autograd-1.7.0-py3-none-any.whl.metadata (7.5 kB)
Collecting jsonschema-specifications>=2023.03.6 (from jsonschema<5.0.0,>=4.21.1->datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading jsonschema_specifications-2023.12.1-py3-none-any.whl.metadata (3.0 kB)
Collecting referencing>=0.28.4 (from jsonschema<5.0.0,>=4.21.1->datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading referencing-0.35.1-py3-none-any.whl.metadata (2.8 kB)
Collecting rpds-py>=0.7.1 (from jsonschema<5.0.0,>=4.21.1->datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading rpds_py-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.2 kB)
Collecting mdurl~=0.1 (from markdown-it-py>=2.2.0->rich<14.0.0,>=13.6.0->graphrag)
  Using cached mdurl-0.1.2-py3-none-any.whl.metadata (1.6 kB)
Collecting linkify-it-py<3,>=1 (from markdown-it-py[linkify,plugins]>=2.1.0->textual<0.79.0,>=0.78.0->graphrag)
  Downloading linkify_it_py-2.0.3-py3-none-any.whl.metadata (8.5 kB)
Collecting mdit-py-plugins (from markdown-it-py[linkify,plugins]>=2.1.0->textual<0.79.0,>=0.78.0->graphrag)
  Downloading mdit_py_plugins-0.4.2-py3-none-any.whl.metadata (2.8 kB)
Collecting contourpy>=1.0.1 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading contourpy-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (5.4 kB)
Collecting cycler>=0.10 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)
Collecting fonttools>=4.22.0 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading fonttools-4.53.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (162 kB)
Collecting kiwisolver>=1.3.1 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading kiwisolver-1.4.7-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.metadata (6.3 kB)
Collecting pillow>=8 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading pillow-10.4.0-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (9.2 kB)
Collecting pyparsing>=2.3.1 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading pyparsing-3.1.4-py3-none-any.whl.metadata (5.1 kB)
Collecting python-dateutil>=2.7 (from matplotlib<4.0.0,>=3.8.4->graspologic<4.0.0,>=3.4.1->graphrag)
  Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting PyJWT<3,>=1.0.0 (from PyJWT[crypto]<3,>=1.0.0->msal>=1.24.0->azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading PyJWT-2.9.0-py3-none-any.whl.metadata (3.0 kB)
Collecting portalocker<3,>=1.4 (from msal-extensions>=0.3.0->azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading portalocker-2.10.1-py3-none-any.whl.metadata (8.5 kB)
Collecting pytz>=2020.1 (from pandas<3.0.0,>=2.2.0->datashaper<0.0.50,>=0.0.49->graphrag)
  Downloading pytz-2024.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting tzdata>=2022.7 (from pandas<3.0.0,>=2.2.0->datashaper<0.0.50,>=0.0.49->graphrag)
  Using cached tzdata-2024.1-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting charset-normalizer<4,>=2 (from requests>=2.31.0->lancedb<0.13.0,>=0.12.0->graphrag)
  Using cached charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (33 kB)
Collecting urllib3<3,>=1.21.1 (from requests>=2.31.0->lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading urllib3-2.2.3-py3-none-any.whl.metadata (6.5 kB)
Collecting decorator>=3.4.2 (from retry>=0.9.2->lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading decorator-5.1.1-py3-none-any.whl.metadata (4.0 kB)
Collecting py<2.0.0,>=1.4.26 (from retry>=0.9.2->lancedb<0.13.0,>=0.12.0->graphrag)
  Downloading py-1.11.0-py2.py3-none-any.whl.metadata (2.8 kB)
Collecting threadpoolctl>=3.1.0 (from scikit-learn<2.0.0,>=1.4.2->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading threadpoolctl-3.5.0-py3-none-any.whl.metadata (13 kB)
Collecting patsy>=0.5.6 (from statsmodels<0.15.0,>=0.14.2->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading patsy-0.5.6-py2.py3-none-any.whl.metadata (3.5 kB)
Collecting pynndescent>=0.5 (from umap-learn<0.6.0,>=0.5.6->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading pynndescent-0.5.13-py3-none-any.whl.metadata (6.8 kB)
Collecting pycparser (from cffi>=1.12->cryptography>=2.5->azure-identity<2.0.0,>=1.17.1->graphrag)
  Downloading pycparser-2.22-py3-none-any.whl.metadata (943 bytes)
Collecting zipp>=3.20 (from importlib-metadata>=4.13.0->dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading zipp-3.20.2-py3-none-any.whl.metadata (3.7 kB)
Collecting uc-micro-py (from linkify-it-py<3,>=1->markdown-it-py[linkify,plugins]>=2.1.0->textual<0.79.0,>=0.78.0->graphrag)
  Downloading uc_micro_py-1.0.3-py3-none-any.whl.metadata (2.0 kB)
Collecting locket (from partd>=1.4.0->dask>=2.10.0->dask[dataframe]>=2.10.0->swifter<2.0.0,>=1.4.0->graphrag)
  Downloading locket-1.0.0-py2.py3-none-any.whl.metadata (2.8 kB)
Collecting wrapt (from smart-open>=1.8.1->gensim<5.0.0,>=4.3.2->graspologic<4.0.0,>=3.4.1->graphrag)
  Downloading wrapt-1.16.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)
Downloading graphrag-0.3.4-py3-none-any.whl (386 kB)
Downloading nltk-3.9.1-py3-none-any.whl (1.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.5/1.5 MB 9.1 MB/s eta 0:00:00
Downloading numba-0.60.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (3.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.7/3.7 MB 10.5 MB/s eta 0:00:00
Downloading scipy-1.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (38.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 38.4/38.4 MB 12.3 MB/s eta 0:00:00
Downloading aiofiles-24.1.0-py3-none-any.whl (15 kB)
Downloading aiolimiter-1.1.0-py3-none-any.whl (7.2 kB)
Downloading azure_identity-1.17.1-py3-none-any.whl (173 kB)
Downloading azure_search_documents-11.5.1-py3-none-any.whl (297 kB)
Downloading azure_storage_blob-12.23.0-py3-none-any.whl (405 kB)
Downloading datashaper-0.0.49-py3-none-any.whl (71 kB)
Downloading devtools-0.12.2-py3-none-any.whl (19 kB)
Downloading environs-11.0.0-py3-none-any.whl (12 kB)
Downloading fastparquet-2024.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 10.3 MB/s eta 0:00:00
Downloading future-1.0.0-py3-none-any.whl (491 kB)
Downloading graspologic-3.4.1-py3-none-any.whl (5.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.2/5.2 MB 12.2 MB/s eta 0:00:00
Downloading json_repair-0.28.4-py3-none-any.whl (13 kB)
Downloading lancedb-0.12.0-cp38-abi3-manylinux_2_28_x86_64.whl (23.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 23.5/23.5 MB 12.2 MB/s eta 0:00:00
Downloading pylance-0.16.0-cp39-abi3-manylinux_2_28_x86_64.whl (28.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 28.5/28.5 MB 13.4 MB/s eta 0:00:00
Using cached networkx-3.3-py3-none-any.whl (1.7 MB)
Using cached numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB)
Downloading openai-1.46.0-py3-none-any.whl (375 kB)
Downloading pyaml_env-1.2.1-py3-none-any.whl (9.0 kB)
Downloading pydantic-2.9.2-py3-none-any.whl (434 kB)
Downloading pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 8.9 MB/s eta 0:00:00
Downloading python_dotenv-1.0.1-py3-none-any.whl (19 kB)
Downloading PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (751 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 751.2/751.2 kB 3.6 MB/s eta 0:00:00
Downloading rich-13.8.1-py3-none-any.whl (241 kB)
Downloading tenacity-9.0.0-py3-none-any.whl (28 kB)
Downloading textual-0.78.0-py3-none-any.whl (574 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 574.7/574.7 kB 6.4 MB/s eta 0:00:00
Downloading tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.1/1.1 MB 9.2 MB/s eta 0:00:00
Downloading uvloop-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.4/3.4 MB 11.4 MB/s eta 0:00:00
Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)
Downloading anytree-2.12.1-py3-none-any.whl (44 kB)
Downloading asttokens-2.4.1-py2.py3-none-any.whl (27 kB)
Downloading attrs-24.2.0-py3-none-any.whl (63 kB)
Downloading azure_common-1.1.28-py2.py3-none-any.whl (14 kB)
Downloading azure_core-1.31.0-py3-none-any.whl (197 kB)
Downloading beartype-0.18.5-py3-none-any.whl (917 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 917.8/917.8 kB 7.9 MB/s eta 0:00:00
Downloading cramjam-2.8.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 11.7 MB/s eta 0:00:00
Downloading cryptography-43.0.1-cp39-abi3-manylinux_2_28_x86_64.whl (4.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.0/4.0 MB 10.3 MB/s eta 0:00:00
Downloading dask-2024.9.0-py3-none-any.whl (1.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 10.0 MB/s eta 0:00:00
Downloading click-8.1.7-py3-none-any.whl (97 kB)
Downloading diskcache-5.6.3-py3-none-any.whl (45 kB)
Downloading distro-1.9.0-py3-none-any.whl (20 kB)
Downloading executing-2.1.0-py2.py3-none-any.whl (25 kB)
Downloading fsspec-2024.9.0-py3-none-any.whl (179 kB)
Downloading gensim-4.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (26.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 26.5/26.5 MB 12.8 MB/s eta 0:00:00
Downloading graspologic_native-1.2.1-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 11.3 MB/s eta 0:00:00
Downloading hyppo-0.4.0-py3-none-any.whl (146 kB)
Downloading isodate-0.6.1-py2.py3-none-any.whl (41 kB)
Downloading jiter-0.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (318 kB)
Downloading joblib-1.4.2-py3-none-any.whl (301 kB)
Downloading jsonschema-4.23.0-py3-none-any.whl (88 kB)
Downloading llvmlite-0.43.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (43.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 43.9/43.9 MB 13.2 MB/s eta 0:00:00
Using cached markdown_it_py-3.0.0-py3-none-any.whl (87 kB)
Downloading marshmallow-3.22.0-py3-none-any.whl (49 kB)
Downloading matplotlib-3.9.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.3/8.3 MB 12.4 MB/s eta 0:00:00
Downloading msal-1.31.0-py3-none-any.whl (113 kB)
Downloading msal_extensions-1.2.0-py3-none-any.whl (19 kB)
Downloading overrides-7.7.0-py3-none-any.whl (17 kB)
Using cached packaging-24.1-py3-none-any.whl (53 kB)
Using cached pandas-2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.0 MB)
Downloading POT-0.9.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (835 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 835.4/835.4 kB 10.9 MB/s eta 0:00:00
Downloading psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (290 kB)
Downloading pyarrow-15.0.2-cp310-cp310-manylinux_2_28_x86_64.whl (38.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 38.3/38.3 MB 14.2 MB/s eta 0:00:00
Using cached pygments-2.18.0-py3-none-any.whl (1.2 MB)
Downloading ratelimiter-1.2.0.post0-py3-none-any.whl (6.6 kB)
Downloading regex-2024.9.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (782 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 782.7/782.7 kB 7.1 MB/s eta 0:00:00
Downloading requests-2.32.3-py3-none-any.whl (64 kB)
Downloading retry-0.9.2-py2.py3-none-any.whl (8.0 kB)
Downloading scikit_learn-1.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.3/13.3 MB 11.8 MB/s eta 0:00:00
Downloading seaborn-0.13.2-py3-none-any.whl (294 kB)
Downloading statsmodels-0.14.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.8 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.8/10.8 MB 11.9 MB/s eta 0:00:00
Downloading tqdm-4.66.5-py3-none-any.whl (78 kB)
Downloading umap_learn-0.5.6-py3-none-any.whl (85 kB)
Downloading cachetools-5.5.0-py3-none-any.whl (9.5 kB)
Downloading deprecation-2.1.0-py2.py3-none-any.whl (11 kB)
Downloading autograd-1.7.0-py3-none-any.whl (52 kB)
Downloading cffi-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (446 kB)
Using cached charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (142 kB)
Downloading cloudpickle-3.0.0-py3-none-any.whl (20 kB)
Downloading contourpy-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (322 kB)
Downloading cycler-0.12.1-py3-none-any.whl (8.3 kB)
Downloading dask_expr-1.1.14-py3-none-any.whl (242 kB)
Downloading decorator-5.1.1-py3-none-any.whl (9.1 kB)
Downloading fonttools-4.53.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.6/4.6 MB 11.0 MB/s eta 0:00:00
Downloading importlib_metadata-8.5.0-py3-none-any.whl (26 kB)
Downloading jsonschema_specifications-2023.12.1-py3-none-any.whl (18 kB)
Downloading kiwisolver-1.4.7-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 9.6 MB/s eta 0:00:00
Downloading linkify_it_py-2.0.3-py3-none-any.whl (19 kB)
Using cached mdurl-0.1.2-py3-none-any.whl (10.0 kB)
Downloading partd-1.4.2-py3-none-any.whl (18 kB)
Downloading patsy-0.5.6-py2.py3-none-any.whl (233 kB)
Downloading pillow-10.4.0-cp310-cp310-manylinux_2_28_x86_64.whl (4.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.5/4.5 MB 13.6 MB/s eta 0:00:00
Downloading portalocker-2.10.1-py3-none-any.whl (18 kB)
Downloading py-1.11.0-py2.py3-none-any.whl (98 kB)
Downloading PyJWT-2.9.0-py3-none-any.whl (22 kB)
Downloading pynndescent-0.5.13-py3-none-any.whl (56 kB)
Downloading pyparsing-3.1.4-py3-none-any.whl (104 kB)
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Downloading pytz-2024.2-py2.py3-none-any.whl (508 kB)
Downloading referencing-0.35.1-py3-none-any.whl (26 kB)
Downloading rpds_py-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (354 kB)
Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Downloading smart_open-7.0.4-py3-none-any.whl (61 kB)
Downloading threadpoolctl-3.5.0-py3-none-any.whl (18 kB)
Downloading toolz-0.12.1-py3-none-any.whl (56 kB)
Using cached tzdata-2024.1-py2.py3-none-any.whl (345 kB)
Downloading urllib3-2.2.3-py3-none-any.whl (126 kB)
Downloading mdit_py_plugins-0.4.2-py3-none-any.whl (55 kB)
Downloading zipp-3.20.2-py3-none-any.whl (9.2 kB)
Downloading locket-1.0.0-py2.py3-none-any.whl (4.4 kB)
Downloading pycparser-2.22-py3-none-any.whl (117 kB)
Downloading uc_micro_py-1.0.3-py3-none-any.whl (6.2 kB)
Downloading wrapt-1.16.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (80 kB)
Building wheels for collected packages: swifter
  Building wheel for swifter (setup.py) ... done
  Created wheel for swifter: filename=swifter-1.4.0-py3-none-any.whl size=16507 sha256=7a9310d6f2c220d3bae5c8899ada33758143f645c91a5e6c4b3aca97a20b65f6
  Stored in directory: /home/ohho/.cache/pip/wheels/e4/cf/51/0904952972ee2c7aa3709437065278dc534ec1b8d2ad41b443
Successfully built swifter
Installing collected packages: ratelimiter, pytz, azure-common, zipp, wrapt, uvloop, urllib3, uc-micro-py, tzdata, tqdm, toolz, threadpoolctl, tenacity, six, rpds-py, regex, pyyaml, python-dotenv, pyparsing, PyJWT, pygments, pydantic-core, pycparser, py, psutil, portalocker, pillow, packaging, overrides, numpy, networkx, mdurl, locket, llvmlite, kiwisolver, json-repair, joblib, jiter, graspologic-native, future, fsspec, fonttools, executing, distro, diskcache, decorator, cycler, cramjam, cloudpickle, click, charset-normalizer, cachetools, beartype, attrs, annotated-types, aiolimiter, aiofiles, smart-open, scipy, retry, requests, referencing, python-dateutil, pydantic, pyarrow, pyaml-env, patsy, partd, numba, nltk, marshmallow, markdown-it-py, linkify-it-py, isodate, importlib-metadata, deprecation, contourpy, cffi, autograd, asttokens, anytree, tiktoken, scikit-learn, rich, pylance, POT, pandas, openai, mdit-py-plugins, matplotlib, jsonschema-specifications, gensim, environs, devtools, dask, cryptography, azure-core, statsmodels, seaborn, pynndescent, lancedb, jsonschema, hyppo, fastparquet, dask-expr, azure-storage-blob, azure-search-documents, umap-learn, textual, msal, datashaper, swifter, msal-extensions, graspologic, azure-identity, graphrag
Successfully installed POT-0.9.4 PyJWT-2.9.0 aiofiles-24.1.0 aiolimiter-1.1.0 annotated-types-0.7.0 anytree-2.12.1 asttokens-2.4.1 attrs-24.2.0 autograd-1.7.0 azure-common-1.1.28 azure-core-1.31.0 azure-identity-1.17.1 azure-search-documents-11.5.1 azure-storage-blob-12.23.0 beartype-0.18.5 cachetools-5.5.0 cffi-1.17.1 charset-normalizer-3.3.2 click-8.1.7 cloudpickle-3.0.0 contourpy-1.3.0 cramjam-2.8.3 cryptography-43.0.1 cycler-0.12.1 dask-2024.9.0 dask-expr-1.1.14 datashaper-0.0.49 decorator-5.1.1 deprecation-2.1.0 devtools-0.12.2 diskcache-5.6.3 distro-1.9.0 environs-11.0.0 executing-2.1.0 fastparquet-2024.5.0 fonttools-4.53.1 fsspec-2024.9.0 future-1.0.0 gensim-4.3.3 graphrag-0.3.4 graspologic-3.4.1 graspologic-native-1.2.1 hyppo-0.4.0 importlib-metadata-8.5.0 isodate-0.6.1 jiter-0.5.0 joblib-1.4.2 json-repair-0.28.4 jsonschema-4.23.0 jsonschema-specifications-2023.12.1 kiwisolver-1.4.7 lancedb-0.12.0 linkify-it-py-2.0.3 llvmlite-0.43.0 locket-1.0.0 markdown-it-py-3.0.0 marshmallow-3.22.0 matplotlib-3.9.2 mdit-py-plugins-0.4.2 mdurl-0.1.2 msal-1.31.0 msal-extensions-1.2.0 networkx-3.3 nltk-3.9.1 numba-0.60.0 numpy-1.26.4 openai-1.46.0 overrides-7.7.0 packaging-24.1 pandas-2.2.2 partd-1.4.2 patsy-0.5.6 pillow-10.4.0 portalocker-2.10.1 psutil-6.0.0 py-1.11.0 pyaml-env-1.2.1 pyarrow-15.0.2 pycparser-2.22 pydantic-2.9.2 pydantic-core-2.23.4 pygments-2.18.0 pylance-0.16.0 pynndescent-0.5.13 pyparsing-3.1.4 python-dateutil-2.9.0.post0 python-dotenv-1.0.1 pytz-2024.2 pyyaml-6.0.2 ratelimiter-1.2.0.post0 referencing-0.35.1 regex-2024.9.11 requests-2.32.3 retry-0.9.2 rich-13.8.1 rpds-py-0.20.0 scikit-learn-1.5.2 scipy-1.12.0 seaborn-0.13.2 six-1.16.0 smart-open-7.0.4 statsmodels-0.14.3 swifter-1.4.0 tenacity-9.0.0 textual-0.78.0 threadpoolctl-3.5.0 tiktoken-0.7.0 toolz-0.12.1 tqdm-4.66.5 tzdata-2024.1 uc-micro-py-1.0.3 umap-learn-0.5.6 urllib3-2.2.3 uvloop-0.20.0 wrapt-1.16.0 zipp-3.20.2
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ pip install chromadb 
Collecting chromadb
  Downloading chromadb-0.5.7-py3-none-any.whl.metadata (6.8 kB)
Collecting build>=1.0.3 (from chromadb)
  Downloading build-1.2.2-py3-none-any.whl.metadata (6.2 kB)
Requirement already satisfied: pydantic>=1.9 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (2.9.2)
Collecting chroma-hnswlib==0.7.6 (from chromadb)
  Downloading chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (252 bytes)
Collecting fastapi>=0.95.2 (from chromadb)
  Downloading fastapi-0.115.0-py3-none-any.whl.metadata (27 kB)
Collecting uvicorn>=0.18.3 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading uvicorn-0.30.6-py3-none-any.whl.metadata (6.6 kB)
Requirement already satisfied: numpy>=1.22.5 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (1.26.4)
Collecting posthog>=2.4.0 (from chromadb)
  Downloading posthog-3.6.6-py2.py3-none-any.whl.metadata (2.0 kB)
Requirement already satisfied: typing-extensions>=4.5.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (4.12.2)
Collecting onnxruntime>=1.14.1 (from chromadb)
  Downloading onnxruntime-1.19.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (4.5 kB)
Collecting opentelemetry-api>=1.2.0 (from chromadb)
  Downloading opentelemetry_api-1.27.0-py3-none-any.whl.metadata (1.4 kB)
Collecting opentelemetry-exporter-otlp-proto-grpc>=1.2.0 (from chromadb)
  Downloading opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl.metadata (2.3 kB)
Collecting opentelemetry-instrumentation-fastapi>=0.41b0 (from chromadb)
  Downloading opentelemetry_instrumentation_fastapi-0.48b0-py3-none-any.whl.metadata (2.1 kB)
Collecting opentelemetry-sdk>=1.2.0 (from chromadb)
  Downloading opentelemetry_sdk-1.27.0-py3-none-any.whl.metadata (1.5 kB)
Collecting tokenizers>=0.13.2 (from chromadb)
  Downloading tokenizers-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB)
Collecting pypika>=0.48.9 (from chromadb)
  Downloading PyPika-0.48.9.tar.gz (67 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: tqdm>=4.65.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (4.66.5)
Requirement already satisfied: overrides>=7.3.1 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (7.7.0)
Collecting importlib-resources (from chromadb)
  Downloading importlib_resources-6.4.5-py3-none-any.whl.metadata (4.0 kB)
Collecting grpcio>=1.58.0 (from chromadb)
  Downloading grpcio-1.66.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.9 kB)
Collecting bcrypt>=4.0.1 (from chromadb)
  Downloading bcrypt-4.2.0-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (9.6 kB)
Collecting typer>=0.9.0 (from chromadb)
  Downloading typer-0.12.5-py3-none-any.whl.metadata (15 kB)
Collecting kubernetes>=28.1.0 (from chromadb)
  Downloading kubernetes-30.1.0-py2.py3-none-any.whl.metadata (1.5 kB)
Requirement already satisfied: tenacity>=8.2.3 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (9.0.0)
Requirement already satisfied: PyYAML>=6.0.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (6.0.2)
Collecting mmh3>=4.0.1 (from chromadb)
  Downloading mmh3-5.0.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (13 kB)
Collecting orjson>=3.9.12 (from chromadb)
  Downloading orjson-3.10.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (50 kB)
Requirement already satisfied: httpx>=0.27.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (0.27.2)
Requirement already satisfied: rich>=10.11.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from chromadb) (13.8.1)
Requirement already satisfied: packaging>=19.1 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from build>=1.0.3->chromadb) (24.1)
Collecting pyproject_hooks (from build>=1.0.3->chromadb)
  Downloading pyproject_hooks-1.1.0-py3-none-any.whl.metadata (1.3 kB)
Collecting tomli>=1.1.0 (from build>=1.0.3->chromadb)
  Using cached tomli-2.0.1-py3-none-any.whl.metadata (8.9 kB)
Collecting starlette<0.39.0,>=0.37.2 (from fastapi>=0.95.2->chromadb)
  Downloading starlette-0.38.5-py3-none-any.whl.metadata (6.0 kB)
Requirement already satisfied: anyio in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb) (4.4.0)
Requirement already satisfied: certifi in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb) (2024.8.30)
Requirement already satisfied: httpcore==1.* in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb) (1.0.5)
Requirement already satisfied: idna in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb) (3.10)
Requirement already satisfied: sniffio in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb) (1.3.1)
Requirement already satisfied: h11<0.15,>=0.13 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from httpcore==1.*->httpx>=0.27.0->chromadb) (0.14.0)
Requirement already satisfied: six>=1.9.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb) (1.16.0)
Requirement already satisfied: python-dateutil>=2.5.3 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb) (2.9.0.post0)
Collecting google-auth>=1.0.1 (from kubernetes>=28.1.0->chromadb)
  Downloading google_auth-2.34.0-py2.py3-none-any.whl.metadata (4.7 kB)
Collecting websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 (from kubernetes>=28.1.0->chromadb)
  Downloading websocket_client-1.8.0-py3-none-any.whl.metadata (8.0 kB)
Requirement already satisfied: requests in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb) (2.32.3)
Collecting requests-oauthlib (from kubernetes>=28.1.0->chromadb)
  Downloading requests_oauthlib-2.0.0-py2.py3-none-any.whl.metadata (11 kB)
Collecting oauthlib>=3.2.2 (from kubernetes>=28.1.0->chromadb)
  Downloading oauthlib-3.2.2-py3-none-any.whl.metadata (7.5 kB)
Requirement already satisfied: urllib3>=1.24.2 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb) (2.2.3)
Collecting coloredlogs (from onnxruntime>=1.14.1->chromadb)
  Downloading coloredlogs-15.0.1-py2.py3-none-any.whl.metadata (12 kB)
Collecting flatbuffers (from onnxruntime>=1.14.1->chromadb)
  Downloading flatbuffers-24.3.25-py2.py3-none-any.whl.metadata (850 bytes)
Collecting protobuf (from onnxruntime>=1.14.1->chromadb)
  Downloading protobuf-5.28.2-cp38-abi3-manylinux2014_x86_64.whl.metadata (592 bytes)
Collecting sympy (from onnxruntime>=1.14.1->chromadb)
  Downloading sympy-1.13.3-py3-none-any.whl.metadata (12 kB)
Collecting deprecated>=1.2.6 (from opentelemetry-api>=1.2.0->chromadb)
  Downloading Deprecated-1.2.14-py2.py3-none-any.whl.metadata (5.4 kB)
Collecting importlib-metadata<=8.4.0,>=6.0 (from opentelemetry-api>=1.2.0->chromadb)
  Downloading importlib_metadata-8.4.0-py3-none-any.whl.metadata (4.7 kB)
Collecting googleapis-common-protos~=1.52 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading googleapis_common_protos-1.65.0-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting opentelemetry-exporter-otlp-proto-common==1.27.0 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading opentelemetry_exporter_otlp_proto_common-1.27.0-py3-none-any.whl.metadata (1.8 kB)
Collecting opentelemetry-proto==1.27.0 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading opentelemetry_proto-1.27.0-py3-none-any.whl.metadata (2.3 kB)
Collecting protobuf (from onnxruntime>=1.14.1->chromadb)
  Downloading protobuf-4.25.5-cp37-abi3-manylinux2014_x86_64.whl.metadata (541 bytes)
Collecting opentelemetry-instrumentation-asgi==0.48b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_instrumentation_asgi-0.48b0-py3-none-any.whl.metadata (2.0 kB)
Collecting opentelemetry-instrumentation==0.48b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_instrumentation-0.48b0-py3-none-any.whl.metadata (6.1 kB)
Collecting opentelemetry-semantic-conventions==0.48b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl.metadata (2.4 kB)
Collecting opentelemetry-util-http==0.48b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_util_http-0.48b0-py3-none-any.whl.metadata (2.5 kB)
Requirement already satisfied: setuptools>=16.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from opentelemetry-instrumentation==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb) (75.1.0)
Requirement already satisfied: wrapt<2.0.0,>=1.0.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from opentelemetry-instrumentation==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb) (1.16.0)
Collecting asgiref~=3.0 (from opentelemetry-instrumentation-asgi==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading asgiref-3.8.1-py3-none-any.whl.metadata (9.3 kB)
Collecting monotonic>=1.5 (from posthog>=2.4.0->chromadb)
  Downloading monotonic-1.6-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting backoff>=1.10.0 (from posthog>=2.4.0->chromadb)
  Downloading backoff-2.2.1-py3-none-any.whl.metadata (14 kB)
Requirement already satisfied: annotated-types>=0.6.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from pydantic>=1.9->chromadb) (0.7.0)
Requirement already satisfied: pydantic-core==2.23.4 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from pydantic>=1.9->chromadb) (2.23.4)
Requirement already satisfied: markdown-it-py>=2.2.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from rich>=10.11.0->chromadb) (3.0.0)
Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from rich>=10.11.0->chromadb) (2.18.0)
Collecting huggingface-hub<1.0,>=0.16.4 (from tokenizers>=0.13.2->chromadb)
  Downloading huggingface_hub-0.25.0-py3-none-any.whl.metadata (13 kB)
Requirement already satisfied: click>=8.0.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from typer>=0.9.0->chromadb) (8.1.7)
Collecting shellingham>=1.3.0 (from typer>=0.9.0->chromadb)
  Downloading shellingham-1.5.4-py2.py3-none-any.whl.metadata (3.5 kB)
Collecting httptools>=0.5.0 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading httptools-0.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.6 kB)
Requirement already satisfied: python-dotenv>=0.13 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb) (1.0.1)
Requirement already satisfied: uvloop!=0.15.0,!=0.15.1,>=0.14.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb) (0.20.0)
Collecting watchfiles>=0.13 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading watchfiles-0.24.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.9 kB)
Collecting websockets>=10.4 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading websockets-13.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB)
Requirement already satisfied: cachetools<6.0,>=2.0.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb) (5.5.0)
Collecting pyasn1-modules>=0.2.1 (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading pyasn1_modules-0.4.1-py3-none-any.whl.metadata (3.5 kB)
Collecting rsa<5,>=3.1.4 (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading rsa-4.9-py3-none-any.whl.metadata (4.2 kB)
Collecting filelock (from huggingface-hub<1.0,>=0.16.4->tokenizers>=0.13.2->chromadb)
  Downloading filelock-3.16.1-py3-none-any.whl.metadata (2.9 kB)
Requirement already satisfied: fsspec>=2023.5.0 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers>=0.13.2->chromadb) (2024.9.0)
Requirement already satisfied: zipp>=0.5 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from importlib-metadata<=8.4.0,>=6.0->opentelemetry-api>=1.2.0->chromadb) (3.20.2)
Requirement already satisfied: mdurl~=0.1 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from markdown-it-py>=2.2.0->rich>=10.11.0->chromadb) (0.1.2)
Requirement already satisfied: charset-normalizer<4,>=2 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from requests->kubernetes>=28.1.0->chromadb) (3.3.2)
Requirement already satisfied: exceptiongroup>=1.0.2 in /home/ohho/conda/envs/graphrag/lib/python3.10/site-packages (from anyio->httpx>=0.27.0->chromadb) (1.2.2)
Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime>=1.14.1->chromadb)
  Downloading humanfriendly-10.0-py2.py3-none-any.whl.metadata (9.2 kB)
Collecting mpmath<1.4,>=1.1.0 (from sympy->onnxruntime>=1.14.1->chromadb)
  Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
Collecting pyasn1<0.7.0,>=0.4.6 (from pyasn1-modules>=0.2.1->google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading pyasn1-0.6.1-py3-none-any.whl.metadata (8.4 kB)
Downloading chromadb-0.5.7-py3-none-any.whl (599 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 599.2/599.2 kB 12.5 MB/s eta 0:00:00
Downloading chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.4/2.4 MB 23.4 MB/s eta 0:00:00
Downloading bcrypt-4.2.0-cp39-abi3-manylinux_2_28_x86_64.whl (273 kB)
Downloading build-1.2.2-py3-none-any.whl (22 kB)
Downloading fastapi-0.115.0-py3-none-any.whl (94 kB)
Downloading grpcio-1.66.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.7/5.7 MB 14.0 MB/s eta 0:00:00
Downloading kubernetes-30.1.0-py2.py3-none-any.whl (1.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 11.4 MB/s eta 0:00:00
Downloading mmh3-5.0.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (88 kB)
Downloading onnxruntime-1.19.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.2/13.2 MB 14.1 MB/s eta 0:00:00
Downloading opentelemetry_api-1.27.0-py3-none-any.whl (63 kB)
Downloading opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl (18 kB)
Downloading opentelemetry_exporter_otlp_proto_common-1.27.0-py3-none-any.whl (17 kB)
Downloading opentelemetry_proto-1.27.0-py3-none-any.whl (52 kB)
Downloading opentelemetry_instrumentation_fastapi-0.48b0-py3-none-any.whl (11 kB)
Downloading opentelemetry_instrumentation-0.48b0-py3-none-any.whl (29 kB)
Downloading opentelemetry_instrumentation_asgi-0.48b0-py3-none-any.whl (15 kB)
Downloading opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl (149 kB)
Downloading opentelemetry_util_http-0.48b0-py3-none-any.whl (6.9 kB)
Downloading opentelemetry_sdk-1.27.0-py3-none-any.whl (110 kB)
Downloading orjson-3.10.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (141 kB)
Downloading posthog-3.6.6-py2.py3-none-any.whl (54 kB)
Downloading tokenizers-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.9/2.9 MB 9.2 MB/s eta 0:00:00
Downloading typer-0.12.5-py3-none-any.whl (47 kB)
Downloading uvicorn-0.30.6-py3-none-any.whl (62 kB)
Downloading importlib_resources-6.4.5-py3-none-any.whl (36 kB)
Downloading backoff-2.2.1-py3-none-any.whl (15 kB)
Downloading Deprecated-1.2.14-py2.py3-none-any.whl (9.6 kB)
Downloading google_auth-2.34.0-py2.py3-none-any.whl (200 kB)
Downloading googleapis_common_protos-1.65.0-py2.py3-none-any.whl (220 kB)
Downloading httptools-0.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (341 kB)
Downloading huggingface_hub-0.25.0-py3-none-any.whl (436 kB)
Downloading importlib_metadata-8.4.0-py3-none-any.whl (26 kB)
Downloading monotonic-1.6-py2.py3-none-any.whl (8.2 kB)
Downloading oauthlib-3.2.2-py3-none-any.whl (151 kB)
Downloading protobuf-4.25.5-cp37-abi3-manylinux2014_x86_64.whl (294 kB)
Downloading shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)
Downloading starlette-0.38.5-py3-none-any.whl (71 kB)
Using cached tomli-2.0.1-py3-none-any.whl (12 kB)
Downloading watchfiles-0.24.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (425 kB)
Downloading websocket_client-1.8.0-py3-none-any.whl (58 kB)
Downloading websockets-13.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (157 kB)
Downloading coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)
Downloading flatbuffers-24.3.25-py2.py3-none-any.whl (26 kB)
Downloading pyproject_hooks-1.1.0-py3-none-any.whl (9.2 kB)
Downloading requests_oauthlib-2.0.0-py2.py3-none-any.whl (24 kB)
Downloading sympy-1.13.3-py3-none-any.whl (6.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.2/6.2 MB 16.3 MB/s eta 0:00:00
Downloading asgiref-3.8.1-py3-none-any.whl (23 kB)
Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Downloading pyasn1_modules-0.4.1-py3-none-any.whl (181 kB)
Downloading rsa-4.9-py3-none-any.whl (34 kB)
Downloading filelock-3.16.1-py3-none-any.whl (16 kB)
Downloading pyasn1-0.6.1-py3-none-any.whl (83 kB)
Building wheels for collected packages: pypika
  Building wheel for pypika (pyproject.toml) ... done
  Created wheel for pypika: filename=PyPika-0.48.9-py2.py3-none-any.whl size=53723 sha256=1072738dd3b954b4b36dbdd9e2f3b8b66ecc8813cf210c854dcd8a7e467859cd
  Stored in directory: /home/ohho/.cache/pip/wheels/e1/26/51/d0bffb3d2fd82256676d7ad3003faea3bd6dddc9577af665f4
Successfully built pypika
Installing collected packages: pypika, mpmath, monotonic, flatbuffers, websockets, websocket-client, uvicorn, tomli, sympy, shellingham, pyproject_hooks, pyasn1, protobuf, orjson, opentelemetry-util-http, oauthlib, mmh3, importlib-resources, importlib-metadata, humanfriendly, httptools, grpcio, filelock, deprecated, chroma-hnswlib, bcrypt, backoff, asgiref, watchfiles, starlette, rsa, requests-oauthlib, pyasn1-modules, posthog, opentelemetry-proto, opentelemetry-api, huggingface-hub, googleapis-common-protos, coloredlogs, build, typer, tokenizers, opentelemetry-semantic-conventions, opentelemetry-instrumentation, opentelemetry-exporter-otlp-proto-common, onnxruntime, google-auth, fastapi, opentelemetry-sdk, opentelemetry-instrumentation-asgi, kubernetes, opentelemetry-instrumentation-fastapi, opentelemetry-exporter-otlp-proto-grpc, chromadb
  Attempting uninstall: importlib-metadata
    Found existing installation: importlib_metadata 8.5.0
    Uninstalling importlib_metadata-8.5.0:
      Successfully uninstalled importlib_metadata-8.5.0
Successfully installed asgiref-3.8.1 backoff-2.2.1 bcrypt-4.2.0 build-1.2.2 chroma-hnswlib-0.7.6 chromadb-0.5.7 coloredlogs-15.0.1 deprecated-1.2.14 fastapi-0.115.0 filelock-3.16.1 flatbuffers-24.3.25 google-auth-2.34.0 googleapis-common-protos-1.65.0 grpcio-1.66.1 httptools-0.6.1 huggingface-hub-0.25.0 humanfriendly-10.0 importlib-metadata-8.4.0 importlib-resources-6.4.5 kubernetes-30.1.0 mmh3-5.0.0 monotonic-1.6 mpmath-1.3.0 oauthlib-3.2.2 onnxruntime-1.19.2 opentelemetry-api-1.27.0 opentelemetry-exporter-otlp-proto-common-1.27.0 opentelemetry-exporter-otlp-proto-grpc-1.27.0 opentelemetry-instrumentation-0.48b0 opentelemetry-instrumentation-asgi-0.48b0 opentelemetry-instrumentation-fastapi-0.48b0 opentelemetry-proto-1.27.0 opentelemetry-sdk-1.27.0 opentelemetry-semantic-conventions-0.48b0 opentelemetry-util-http-0.48b0 orjson-3.10.7 posthog-3.6.6 protobuf-4.25.5 pyasn1-0.6.1 pyasn1-modules-0.4.1 pypika-0.48.9 pyproject_hooks-1.1.0 requests-oauthlib-2.0.0 rsa-4.9 shellingham-1.5.4 starlette-0.38.5 sympy-1.13.3 tokenizers-0.20.0 tomli-2.0.1 typer-0.12.5 uvicorn-0.30.6 watchfiles-0.24.0 websocket-client-1.8.0 websockets-13.0.1
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ mkdir -p ./ragtest/input
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ vi ./ragtest/input/hello.txt
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ cat ./ragtest/input/hello.txt
hello world at 2024
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ python -m graphrag.index --init --root ./ragtest
Initializing project at ./ragtest
⠋ GraphRAG Indexer (graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ ls -al
total 44
drwxrwxr-x  5 ohho ohho  4096 Sep 19 16:04 .
drwxrwxr-x  3 ohho ohho  4096 Sep 19 15:39 ..
drwxrwxr-x 11 ohho ohho  4096 Sep 19 16:04 graphrag
-rw-rw-r--  1 ohho ohho  3886 Sep 12 13:09 index.py
drwxrwxr-x  4 ohho ohho  4096 Sep 12 13:23 my_graphrag
-rw-rw-r--  1 ohho ohho 17610 Sep 12 13:22 query.py
drwxrwxr-x  5 ohho ohho  4096 Sep 19 16:04 ragtest
(graphrag) ohho@dnn4:~/codes/david/code_graphrag+raptor_24240912$ 
```