Main

agentsllmsvector-databaselancedbgptopenaiAImultimodal-aitutorialsmachine-learningembeddingsfine-tuningGraphRAG_CSVdeep-learninggpt-4-visionllama-indexragmultimodallangchainlancedb-recipes

#GraphRAG with csv

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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=16506 sha256=e6fff078656585464427f2aec3ae03e2265ef1724d7649f0d1e54f05df65950d
  Stored in directory: /root/.cache/pip/wheels/e4/cf/51/0904952972ee2c7aa3709437065278dc534ec1b8d2ad41b443
Successfully built swifter
Installing collected packages: ratelimiter, azure-common, uvloop, scipy, python-dotenv, pyarrow, pyaml-env, py, portalocker, overrides, marshmallow, json-repair, jiter, isodate, h11, graspologic-native, executing, diskcache, deprecation, cramjam, beartype, asttokens, anytree, aiolimiter, aiofiles, tiktoken, scikit-learn, retry, pylance, POT, pandas, matplotlib, httpcore, environs, devtools, azure-core, seaborn, pynndescent, lancedb, hyppo, httpx, fastparquet, dask-expr, azure-storage-blob, azure-search-documents, umap-learn, textual, openai, msal, datashaper, swifter, msal-extensions, graspologic, azure-identity, graphrag
  Attempting uninstall: scipy
    Found existing installation: scipy 1.13.1
    Uninstalling scipy-1.13.1:
      Successfully uninstalled scipy-1.13.1
  Attempting uninstall: pyarrow
    Found existing installation: pyarrow 14.0.2
    Uninstalling pyarrow-14.0.2:
      Successfully uninstalled pyarrow-14.0.2
  Attempting uninstall: scikit-learn
    Found existing installation: scikit-learn 1.3.2
    Uninstalling scikit-learn-1.3.2:
      Successfully uninstalled scikit-learn-1.3.2
  Attempting uninstall: pandas
    Found existing installation: pandas 2.1.4
    Uninstalling pandas-2.1.4:
      Successfully uninstalled pandas-2.1.4
  Attempting uninstall: matplotlib
    Found existing installation: matplotlib 3.7.1
    Uninstalling matplotlib-3.7.1:
      Successfully uninstalled matplotlib-3.7.1
  Attempting uninstall: seaborn
    Found existing installation: seaborn 0.13.1
    Uninstalling seaborn-0.13.1:
      Successfully uninstalled seaborn-0.13.1
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
xgboost 2.1.1 requires nvidia-nccl-cu12; platform_system == "Linux" and platform_machine != "aarch64", which is not installed.
cudf-cu12 24.4.1 requires pandas<2.2.2dev0,>=2.0, but you have pandas 2.2.2 which is incompatible.
cudf-cu12 24.4.1 requires pyarrow<15.0.0a0,>=14.0.1, but you have pyarrow 15.0.2 which is incompatible.
google-colab 1.0.0 requires pandas==2.1.4, but you have pandas 2.2.2 which is incompatible.
osqp 0.6.7.post0 requires scipy!=1.12.0,>=0.13.2, but you have scipy 1.12.0 which is incompatible.
Successfully installed POT-0.9.4 aiofiles-24.1.0 aiolimiter-1.1.0 anytree-2.12.1 asttokens-2.4.1 azure-common-1.1.28 azure-core-1.30.2 azure-identity-1.17.1 azure-search-documents-11.5.1 azure-storage-blob-12.22.0 beartype-0.18.5 cramjam-2.8.3 dask-expr-1.1.9 datashaper-0.0.49 deprecation-2.1.0 devtools-0.12.2 diskcache-5.6.3 environs-11.0.0 executing-2.0.1 fastparquet-2024.5.0 graphrag-0.3.0 graspologic-3.4.1 graspologic-native-1.2.1 h11-0.14.0 httpcore-1.0.5 httpx-0.27.0 hyppo-0.4.0 isodate-0.6.1 jiter-0.5.0 json-repair-0.26.0 lancedb-0.11.0 marshmallow-3.21.3 matplotlib-3.9.2 msal-1.30.0 msal-extensions-1.2.0 openai-1.41.0 overrides-7.7.0 pandas-2.2.2 portalocker-2.10.1 py-1.11.0 pyaml-env-1.2.1 pyarrow-15.0.2 pylance-0.15.0 pynndescent-0.5.13 python-dotenv-1.0.1 ratelimiter-1.2.0.post0 retry-0.9.2 scikit-learn-1.5.1 scipy-1.12.0 seaborn-0.13.2 swifter-1.4.0 textual-0.74.0 tiktoken-0.7.0 umap-learn-0.5.6 uvloop-0.19.0

#Download the Dataset

[ ]
--2024-08-17 14:16:43--  https://github.com/akashAD98/dummy_data/blob/main/Lancedbai_Full_Employees_GraphRAG_With_DOB.csv
Resolving github.com (github.com)... 140.82.112.4
Connecting to github.com (github.com)|140.82.112.4|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: unspecified [text/html]
Saving to: ‘/content/input_people_csv/input/Lancedbai_Full_Employees_GraphRAG_With_DOB.csv’

Lancedbai_Full_Empl     [  <=>               ] 173.02K   720KB/s    in 0.2s    

2024-08-17 14:16:44 (720 KB/s) - ‘/content/input_people_csv/input/Lancedbai_Full_Employees_GraphRAG_With_DOB.csv’ saved [177175]

#openai api key

[ ]

#graphrag

step 1: Initiate the indexing

[ ]
2024-08-17 11:22:34.515707: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-17 11:22:34.529216: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-17 11:22:34.533152: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-17 11:22:35.591090: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
Initializing project at /content/input_people
⠋ GraphRAG Indexer 

Step2: indexing the data

[ ]
2024-08-17 11:30:16.009853: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-17 11:30:16.033083: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-17 11:30:16.040044: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-17 11:30:17.247045: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
🚀 Reading settings from /content/input_people/settings.yaml
⠴ GraphRAG Indexer 
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
└── create_base_text_units
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
└── create_base_text_units
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
└── create_base_text_units
🚀 create_base_text_units
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
                                  id  ... n_tokens
0   acd9e508b0397a9a2881f3bc8a3babcd  ...       34
1   bcc89889a0ebc0fad818cb9cf335febf  ...       35
2   a31f3cdfd9c291df648f5a32af203172  ...       36
3   c3d65e9607fd1f8d38fe3adb875c89ab  ...       35
4   0255b3c34de4a7b8f3696c28c8179498  ...       35
5   1decfab5cdf57db6a66e04a006e99c71  ...       35
6   9a973673d0af420ea514d6c8e64db44c  ...       36
7   9c032d585887b1dd0b37a26aff23b755  ...       36
8   fb707c28740b0085ae4279ed9b7911e8  ...       36
9   193ba5f50dcc9ba4ab66efe003916983  ...       38
10  82ccecc8abd2d1285eb60ba48eb04599  ...       36
11  28a7d6b1f29784a17667d0058ba6d2d0  ...       35
12  da90be80bab3bea130c412e67a209ed1  ...       35
13  244d4eb54987ad4a720fdd477900bac7  ...       35
14  4b3a60549a051d8a414fbe0e1b042c77  ...       34
15  3e8f11c319b87a2d51d444d899fdf19c  ...       38
16  9bf8e425522d8bcae0c40bc7349b4952  ...       35
17  783348de699accd702b03c2c562f4961  ...       36
18  7ae4cc7ccce26e89e9e3d2a25f408be0  ...       35
19  a72bc67668047d582e373a657a50a39c  ...       34
20  414a7118c9c4f07e5a63d634f78632cc  ...       36
21  42fe4adda11cd865169ae70db11ec46d  ...       37
22  a1f70bcc6b330ab46a20ac1d808936df  ...       36
23  f37ca4878f38c01c643be33761e2ad3f  ...       39
24  f5ad895581f97555d4d1073252ad733e  ...       36
25  222e4dcb5a25a099cf57d63132096cb2  ...       35
26  05fd29f5b1e6e13c5923d835c3e3c083  ...       36
27  5ced0ef8c70906a12fcc04bcbb68c63d  ...       35
28  826bda154b0cb72180e45a65dc69f43c  ...       37
29  3c2684e90f279ecc3b3b725b90f2aaff  ...       37
30  9095c41a26e427ec6ff42b273e6c7545  ...       36
31  2cb41227c168dcce86a144c34aef0224  ...       36
32  d7ef3dc39b1465c5358ba79da74ec493  ...       34
33  3beb3ffc5dfb16f3c081c7fea1cf825d  ...       35
34  ec3933ac50da59bde1af0dad39709620  ...       37
35  02618d3b1204c82a2d13d30645ee68c6  ...       35
36  58474d1e0fc03b5747c38affe4ae4c89  ...       37
37  a367d0cae0a414714b791a405565705c  ...       35
38  9c42d36b0dbc1c1cfb902b8d476ced9e  ...       35
39  f1b3e8f4dfe7e654f8550f5c33db1978  ...       35
40  c71921bbe73ca895ca05d9133fb25283  ...       34
41  84aa21e77273a09c67eb975a203d2de6  ...       35
42  1aad8df660bd811968f219d3cebaaf26  ...       36
43  abac6d2cb34d85066d0e36750f5f3b91  ...       37
44  97743dd7ce53506a91a2f2b72f0fcda9  ...       36
45  d2ce9007458d02b749aa837d279ab33c  ...       37
46  234bdf1ca92914f37d1a7b58d6289c72  ...       35
47  dd3205192f0c9cef644b15f63fc93196  ...       35
48  5240a601a5a847ffc05f995a1be0ba4f  ...       35
49  e7d9c60ade5d767f6e65979ca93fe02f  ...       37
50  329d76537ad5b51f5f2789f3914d579f  ...       36
51  e0f49e162465652a1afc9276401d9399  ...       39
52  b5dfca716cc3702fd3cf776f20182002  ...       36
53  b69bb7fc6ebac82e5b8833bed69e143a  ...       36
54  a3395bb9612bdc09cef9128f4427c879  ...       37
55  7484b1c3f864e42569998d217f7903fd  ...       35
56  8f9c928cc92cf9eaa9e7b4e64cc64a56  ...       39
57  6992316e2d34def0b4092352f08d72db  ...       36
58  045a191435f279b830ed4b8cebfc703c  ...       36
59  892c10d3898e053141f1e8bd6470d353  ...       38

[60 rows x 5 columns]
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
└── create_base_extracted_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
🚀 create_base_extracted_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
                                        entity_graph
0  <graphml xmlns="http://graphml.graphdrawing.or...
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
🚀 create_summarized_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
                                        entity_graph
0  <graphml xmlns="http://graphml.graphdrawing.or...
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
🚀 create_base_entity_graph
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
   level                                    clustered_graph
0      0  <graphml xmlns="http://graphml.graphdrawing.or...
1      1  <graphml xmlns="http://graphml.graphdrawing.or...
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
└── create_final_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
└── create_final_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
└── create_final_entities
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
└── create_final_entities
🚀 create_final_entities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
                                  id  ...                              description_embedding
0   b45241d70f0e43fca764df95b2b81f77  ...  [-0.010249363258481026, -0.015623237006366253,...
1   4119fd06010c494caa07f439b333f4c5  ...  [-0.03196275979280472, 0.035129349678754807, 0...
2   d3835bf3dda84ead99deadbeac5d0d7d  ...  [-0.012583312578499317, -0.0034515534061938524...
3   077d2820ae1845bcbb1803379a3d1eae  ...  [0.014658044092357159, -0.02042219042778015, 0...
4   3671ea0dd4e84c1a9b02c5ab2c8f4bac  ...  [-0.023646876215934753, -0.003082203445956111,...
..                               ...  ...                                                ...
76  fc01e9baa80e417c9206f941bb279407  ...  [0.017257628962397575, -0.0282561294734478, 0....
77  56d0e5ebe79e4814bd1463cf6ca21394  ...  [-0.0026327623054385185, 0.021164940670132637,...
78  7c49f2710e8b4d3b8dc9310834406ea5  ...  [0.020055411383509636, -0.051153767853975296, ...
79  c6d1e4f56c2843e89cf0b91c10bb6de2  ...  [-0.003976989537477493, -0.028574194759130478,...
80  0adb2d9941f34ef7b2f7743cc6225844  ...  [-0.007752675563097, 0.02585470676422119, 0.02...

[81 rows x 8 columns]
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
└── create_final_nodes
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
/usr/local/lib/python3.10/dist-packages/datashaper/engine/verbs/convert.py:72: FutureWarning: 
errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing 
`errors` and catch exceptions explicitly instead
  datetime_column = pd.to_datetime(column, errors="ignore")
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
└── create_final_nodes
/usr/local/lib/python3.10/dist-packages/datashaper/engine/verbs/convert.py:72: UserWarning: Could 
not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure
parsing is consistent and as-expected, please specify a format.
  datetime_column = pd.to_datetime(column, errors="ignore")
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
└── create_final_nodes
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
🚀 create_final_nodes
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
     level              title    type  ...                 top_level_node_id  x  y
0        0       SAHIL KAMDAR  PERSON  ...  b45241d70f0e43fca764df95b2b81f77  0  0
1        0          ABRAM RAU  PERSON  ...  4119fd06010c494caa07f439b333f4c5  0  0
2        0          BANGALORE     GEO  ...  d3835bf3dda84ead99deadbeac5d0d7d  0  0
3        0        RATI SURESH  PERSON  ...  077d2820ae1845bcbb1803379a3d1eae  0  0
4        0       JIVIKA BADAL  PERSON  ...  3671ea0dd4e84c1a9b02c5ab2c8f4bac  0  0
..     ...                ...     ...  ...                               ... .. ..
157      1  NEELOFAR SACHDEVA  PERSON  ...  fc01e9baa80e417c9206f941bb279407  0  0
158      1     NAYANTARA SANE  PERSON  ...  56d0e5ebe79e4814bd1463cf6ca21394  0  0
159      1       ALISHA KUNDA  PERSON  ...  7c49f2710e8b4d3b8dc9310834406ea5  0  0
160      1      NEELOFAR GARG  PERSON  ...  c6d1e4f56c2843e89cf0b91c10bb6de2  0  0
161      1         17-04-1998          ...  0adb2d9941f34ef7b2f7743cc6225844  0  0

[162 rows x 14 columns]
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
└── create_final_communities
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
└── create_final_communities
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
🚀 create_final_communities
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
    id  ...                                      text_unit_ids
0    1  ...  [acd9e508b0397a9a2881f3bc8a3babcd, 5ced0ef8c70...
1    3  ...  [a31f3cdfd9c291df648f5a32af203172, 1aad8df660b...
2    6  ...  [05fd29f5b1e6e13c5923d835c3e3c083,97743dd7ce53...
3    2  ...  [0255b3c34de4a7b8f3696c28c8179498, 0255b3c34de...
4    0  ...  [9c032d585887b1dd0b37a26aff23b755, 045a191435f...
5    5  ...  [fb707c28740b0085ae4279ed9b7911e8, 222e4dcb5a2...
6    4  ...  [9c42d36b0dbc1c1cfb902b8d476ced9e, 9c42d36b0db...
7    9  ...  [acd9e508b0397a9a2881f3bc8a3babcd, 5ced0ef8c70...
8   10  ...  [a31f3cdfd9c291df648f5a32af203172, 1aad8df660b...
9   19  ...  [05fd29f5b1e6e13c5923d835c3e3c083,97743dd7ce53...
10  18  ...  [1decfab5cdf57db6a66e04a006e99c71, 1decfab5cdf...
11  15  ...  [fb707c28740b0085ae4279ed9b7911e8, 222e4dcb5a2...
12  13  ...  [193ba5f50dcc9ba4ab66efe003916983, 193ba5f50dc...
13   8  ...  [193ba5f50dcc9ba4ab66efe003916983,2cb41227c168...
14  11  ...  [7ae4cc7ccce26e89e9e3d2a25f408be0, 7ae4cc7ccce...
15  12  ...  [f5ad895581f97555d4d1073252ad733e, 02618d3b120...
16  14  ...                 
17  16  ...                 [97743dd7ce53506a91a2f2b72f0fcda9]
18  17  ...                 [7484b1c3f864e42569998d217f7903fd]
19   7  ...                 [892c10d3898e053141f1e8bd6470d353]

[20 rows x 6 columns]
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
🚀 join_text_units_to_entity_ids
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
                       text_unit_ids  ...                                id
0   acd9e508b0397a9a2881f3bc8a3babcd  ...  acd9e508b0397a9a2881f3bc8a3babcd
1   5ced0ef8c70906a12fcc04bcbb68c63d  ...  5ced0ef8c70906a12fcc04bcbb68c63d
2   a72bc67668047d582e373a657a50a39c  ...  a72bc67668047d582e373a657a50a39c
3   bcc89889a0ebc0fad818cb9cf335febf  ...  bcc89889a0ebc0fad818cb9cf335febf
4   c71921bbe73ca895ca05d9133fb25283  ...  c71921bbe73ca895ca05d9133fb25283
5   0255b3c34de4a7b8f3696c28c8179498  ...  0255b3c34de4a7b8f3696c28c8179498
6   045a191435f279b830ed4b8cebfc703c  ...  045a191435f279b830ed4b8cebfc703c
7   2cb41227c168dcce86a144c34aef0224  ...  2cb41227c168dcce86a144c34aef0224
8   329d76537ad5b51f5f2789f3914d579f  ...  329d76537ad5b51f5f2789f3914d579f
9   3beb3ffc5dfb16f3c081c7fea1cf825d  ...  3beb3ffc5dfb16f3c081c7fea1cf825d
10  3c2684e90f279ecc3b3b725b90f2aaff  ...  3c2684e90f279ecc3b3b725b90f2aaff
11  42fe4adda11cd865169ae70db11ec46d  ...  42fe4adda11cd865169ae70db11ec46d
12  7ae4cc7ccce26e89e9e3d2a25f408be0  ...  7ae4cc7ccce26e89e9e3d2a25f408be0
13  892c10d3898e053141f1e8bd6470d353  ...  892c10d3898e053141f1e8bd6470d353
14  8f9c928cc92cf9eaa9e7b4e64cc64a56  ...  8f9c928cc92cf9eaa9e7b4e64cc64a56
15  9095c41a26e427ec6ff42b273e6c7545  ...  9095c41a26e427ec6ff42b273e6c7545
16  a31f3cdfd9c291df648f5a32af203172  ...  a31f3cdfd9c291df648f5a32af203172
17  c3d65e9607fd1f8d38fe3adb875c89ab  ...  c3d65e9607fd1f8d38fe3adb875c89ab
18  d2ce9007458d02b749aa837d279ab33c  ...  d2ce9007458d02b749aa837d279ab33c
19  da90be80bab3bea130c412e67a209ed1  ...  da90be80bab3bea130c412e67a209ed1
20  e7d9c60ade5d767f6e65979ca93fe02f  ...  e7d9c60ade5d767f6e65979ca93fe02f
21  fb707c28740b0085ae4279ed9b7911e8  ...  fb707c28740b0085ae4279ed9b7911e8
22  1aad8df660bd811968f219d3cebaaf26  ...  1aad8df660bd811968f219d3cebaaf26
23  244d4eb54987ad4a720fdd477900bac7  ...  244d4eb54987ad4a720fdd477900bac7
24  6992316e2d34def0b4092352f08d72db  ...  6992316e2d34def0b4092352f08d72db
25  783348de699accd702b03c2c562f4961  ...  783348de699accd702b03c2c562f4961
26  9bf8e425522d8bcae0c40bc7349b4952  ...  9bf8e425522d8bcae0c40bc7349b4952
27  05fd29f5b1e6e13c5923d835c3e3c083  ...  05fd29f5b1e6e13c5923d835c3e3c083
28  97743dd7ce53506a91a2f2b72f0fcda9  ...  97743dd7ce53506a91a2f2b72f0fcda9
29  a1f70bcc6b330ab46a20ac1d808936df  ...  a1f70bcc6b330ab46a20ac1d808936df
30  a367d0cae0a414714b791a405565705c  ...  a367d0cae0a414714b791a405565705c
31  abac6d2cb34d85066d0e36750f5f3b91  ...  abac6d2cb34d85066d0e36750f5f3b91
32  28a7d6b1f29784a17667d0058ba6d2d0  ...  28a7d6b1f29784a17667d0058ba6d2d0
33  3e8f11c319b87a2d51d444d899fdf19c  ...  3e8f11c319b87a2d51d444d899fdf19c
34  5240a601a5a847ffc05f995a1be0ba4f  ...  5240a601a5a847ffc05f995a1be0ba4f
35  b69bb7fc6ebac82e5b8833bed69e143a  ...  b69bb7fc6ebac82e5b8833bed69e143a
36  f1b3e8f4dfe7e654f8550f5c33db1978  ...  f1b3e8f4dfe7e654f8550f5c33db1978
37  1decfab5cdf57db6a66e04a006e99c71  ...  1decfab5cdf57db6a66e04a006e99c71
38  414a7118c9c4f07e5a63d634f78632cc  ...  414a7118c9c4f07e5a63d634f78632cc
39  7484b1c3f864e42569998d217f7903fd  ...  7484b1c3f864e42569998d217f7903fd
40  826bda154b0cb72180e45a65dc69f43c  ...  826bda154b0cb72180e45a65dc69f43c
41  84aa21e77273a09c67eb975a203d2de6  ...  84aa21e77273a09c67eb975a203d2de6
42  9a973673d0af420ea514d6c8e64db44c  ...  9a973673d0af420ea514d6c8e64db44c
43  02618d3b1204c82a2d13d30645ee68c6  ...  02618d3b1204c82a2d13d30645ee68c6
44  222e4dcb5a25a099cf57d63132096cb2  ...  222e4dcb5a25a099cf57d63132096cb2
45  4b3a60549a051d8a414fbe0e1b042c77  ...  4b3a60549a051d8a414fbe0e1b042c77
46  58474d1e0fc03b5747c38affe4ae4c89  ...  58474d1e0fc03b5747c38affe4ae4c89
47  82ccecc8abd2d1285eb60ba48eb04599  ...  82ccecc8abd2d1285eb60ba48eb04599
48  9c032d585887b1dd0b37a26aff23b755  ...  9c032d585887b1dd0b37a26aff23b755
49  dd3205192f0c9cef644b15f63fc93196  ...  dd3205192f0c9cef644b15f63fc93196
50  ec3933ac50da59bde1af0dad39709620  ...  ec3933ac50da59bde1af0dad39709620
51  f37ca4878f38c01c643be33761e2ad3f  ...  f37ca4878f38c01c643be33761e2ad3f
52  234bdf1ca92914f37d1a7b58d6289c72  ...  234bdf1ca92914f37d1a7b58d6289c72
53  d7ef3dc39b1465c5358ba79da74ec493  ...  d7ef3dc39b1465c5358ba79da74ec493
54  e0f49e162465652a1afc9276401d9399  ...  e0f49e162465652a1afc9276401d9399
55  193ba5f50dcc9ba4ab66efe003916983  ...  193ba5f50dcc9ba4ab66efe003916983
56  a3395bb9612bdc09cef9128f4427c879  ...  a3395bb9612bdc09cef9128f4427c879
57  9c42d36b0dbc1c1cfb902b8d476ced9e  ...  9c42d36b0dbc1c1cfb902b8d476ced9e
58  b5dfca716cc3702fd3cf776f20182002  ...  b5dfca716cc3702fd3cf776f20182002
59  f5ad895581f97555d4d1073252ad733e  ...  f5ad895581f97555d4d1073252ad733e

[60 rows x 3 columns]
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
└── create_final_relationships
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
/usr/local/lib/python3.10/dist-packages/numpy/core/fromnumeric.py:59: FutureWarning: 
'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 
'DataFrame.transpose' instead.
  return bound(*args, **kwds)
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
└── create_final_relationships
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
/usr/local/lib/python3.10/dist-packages/datashaper/engine/verbs/convert.py:65: FutureWarning: 
errors='ignore' is deprecated and will raise in a future version. Use to_numeric without passing 
`errors` and catch exceptions explicitly instead
  column_numeric = cast(pd.Series, pd.to_numeric(column, errors="ignore"))
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
└── create_final_relationships
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
🚀 create_final_relationships
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
             source           target  weight  ... source_degree target_degree rank
0      SAHIL KAMDAR        ABRAM RAU     1.0  ...             2             6    8
1      SAHIL KAMDAR        BANGALORE     1.0  ...             2            23   25
2         ABRAM RAU        BANGALORE     2.0  ...             6            23   29
3         ABRAM RAU      RATI SURESH     1.0  ...             6             2    8
4         ABRAM RAU    KANAV GANGULY     1.0  ...             6             2    8
..              ...              ...     ...  ...           ...           ...  ...
128      RANIA KOTA       12-09-1991     1.0  ...             3             1    4
129  HIMMAT SOLANKI    DEVANSH GHOSE     1.0  ...             2             2    4
130   AARYAHI SARIN  AUGUST 21, 1993     1.0  ...             3             1    4
131       EMIR MANI       12-10-1988     1.0  ...             3             1    4
132   NEELOFAR GARG       17-04-1998     1.0  ...             3             1    4

[133 rows x 10 columns]
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
🚀 join_text_units_to_relationship_ids
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
                                  id                                   relationship_ids
0   acd9e508b0397a9a2881f3bc8a3babcd  [6b02373137fd438ba96af28f735cdbdb, 36a4fcd8efc...
1   bcc89889a0ebc0fad818cb9cf335febf  [fbeef791d19b413a9c93c6608286ab63, d2b629c0396...
2   a72bc67668047d582e373a657a50a39c  [6102fc6619ed422ebc42588bfa97355d, c725babdb14...
3   5ced0ef8c70906a12fcc04bcbb68c63d  [8d141c0b80f74b79a05eed7fe161fe49, 3c063eea52e...
4   c71921bbe73ca895ca05d9133fb25283  [e22d1d1cd8d14f12b81828d940f40d70, 3deb220d31f...
5   a31f3cdfd9c291df648f5a32af203172  [148fffeb994541b2b4b6dcefda7001a8, 7f65feab754...
6   c3d65e9607fd1f8d38fe3adb875c89ab  [89c08e793298442686292454a1abff31, 599164aead0...
7   0255b3c34de4a7b8f3696c28c8179498  [0467928aa65e4a4fba62bdb1467e3a54, cccfa151fed...
8   fb707c28740b0085ae4279ed9b7911e8  [43c3390303c6476cb65f584e37c3e81c, 896d2a51e8d...
9   da90be80bab3bea130c412e67a209ed1  [fa14b16c17e3417dba5a4b473ea5b18d, ea2b28ca1a9...
10  7ae4cc7ccce26e89e9e3d2a25f408be0  [7cc3356d38de4328a51a5cbcb187dac3, bef16fb5fd7...
11  42fe4adda11cd865169ae70db11ec46d  [bb9e01bc171d4326a29afda59ece8d17, 70634e10a5e...
12  3c2684e90f279ecc3b3b725b90f2aaff  [252cc8452bfc4c2aa58cab68d8b61879, 04085f7cf46...
13  9095c41a26e427ec6ff42b273e6c7545  [7e2c84548fb94ee395ba8588d8f2a006, c8b24086178...
14  2cb41227c168dcce86a144c34aef0224  [f034618dde7948beb6dab30176d0fc87, 5c41f96be13...
15  3beb3ffc5dfb16f3c081c7fea1cf825d  [7ea4afbf8a264f29af29950ce98105ba, 525f41ea202...
16  d2ce9007458d02b749aa837d279ab33c  [91ff849d12b24574b0691dbddf44968b, 6ea0cef05f6...
17  e7d9c60ade5d767f6e65979ca93fe02f  [d73c1f2fb3094d8dace42ad2a76e9a52, 5bd156c87ec...
18  329d76537ad5b51f5f2789f3914d579f  [cdc8901e668749889bd49bebdc4ff1f6, 66cdf168f36...
19  8f9c928cc92cf9eaa9e7b4e64cc64a56  [36084a9fab53433493f079e97e68bf65, 101572f552b...
20  045a191435f279b830ed4b8cebfc703c  [eebcc7ec8e3e4df7aea83659bbdc2199, 38f51478f41...
21  892c10d3898e053141f1e8bd6470d353  [ceadf262ef834e9ab146b20650912cae, 60c58026b27...
22  244d4eb54987ad4a720fdd477900bac7  [fd9cb733b28d420cb5cef01e545a132c, 735d19aea07...
23  9bf8e425522d8bcae0c40bc7349b4952  [0fbcca3f17c649a08aea64b5a7d9ef36, 482027a59f3...
24  783348de699accd702b03c2c562f4961  [de837ff3d626451282ff6ac77a82216d, 7ce637e4f35...
25  1aad8df660bd811968f219d3cebaaf26                 [553b285bba60460ab1ed8341ae61282b]
26  6992316e2d34def0b4092352f08d72db  [cec95bf17e7e4c939b56c9c6f402a29f, 6090e736374...
27  a1f70bcc6b330ab46a20ac1d808936df  [bbf148ae4d48422f8fdef754cfa2b9e4, 98fc2ee5931...
28  05fd29f5b1e6e13c5923d835c3e3c083  [de61b2670999433f807a6a1dc2b81e43, 3e95dacfe57...
29  a367d0cae0a414714b791a405565705c  [3e95dacfe57b4d57b5da4310ef2e157f, 1f1545308e9...
30  abac6d2cb34d85066d0e36750f5f3b91  [6ea81acaf232485e94fff638e03336e1, 6e8d9029ce4...
31  97743dd7ce53506a91a2f2b72f0fcda9  [d136b08d586d488f9e4188b524c85a29, 50ea7d3b696...
32  28a7d6b1f29784a17667d0058ba6d2d0  [ce54725672a74ebcabe6127577dacb2b, ad1595a7893...
33  3e8f11c319b87a2d51d444d899fdf19c  [aff21f1da1654e7babdcf3fb0e4a75fc, 1af9faf341e...
34  f1b3e8f4dfe7e654f8550f5c33db1978                 
35  5240a601a5a847ffc05f995a1be0ba4f  [7ab5d53a872f4dfc98f3d386879f3c75, bb0cff774a4...
36  b69bb7fc6ebac82e5b8833bed69e143a  [af1d0fec22114a3398b8016f5225f9ed, ce55841ebfd...
37  1decfab5cdf57db6a66e04a006e99c71  [b07a7f088364459098cd8511ff27a4c8, 8870cf2b5df...
38  9a973673d0af420ea514d6c8e64db44c  [cd130938a2844050be991af70baf5ee0, 30c9641543c...
39  414a7118c9c4f07e5a63d634f78632cc  [43544b99c3b04b059546198a0ae6366d, a0047221896...
40  826bda154b0cb72180e45a65dc69f43c  [a671bf7fea2f4514b6e96ba99127fafd, f2ff8044718...
41  84aa21e77273a09c67eb975a203d2de6  [071a416efbec4f0886c19ac68f6d43cb, af7a1584dd1...
42  7484b1c3f864e42569998d217f7903fd  [6d8473ef3b1042bf87178a611e3dbcc6, 5dabc4cd05d...
43  9c032d585887b1dd0b37a26aff23b755  [18b839da898e4026b81727d759d95c6a, 0e8d921ccd8...
44  82ccecc8abd2d1285eb60ba48eb04599  [eeef6ae5c464400c8755900b4f1ac37a, 422433aa458...
45  58474d1e0fc03b5747c38affe4ae4c89  [422433aa45804c7ebb973b2fafce5da6, 8f1eba29f39...
46  4b3a60549a051d8a414fbe0e1b042c77  [86505bca739d4bccaaa1a8e0f3baffdc, 59c726a8792...
47  f37ca4878f38c01c643be33761e2ad3f  [4d999d7744b04a998475f8f8531589f0, 9a6f414210e...
48  ec3933ac50da59bde1af0dad39709620  [00d785e7d76b47ec81b508e768d40584, 6731a665561...
49  02618d3b1204c82a2d13d30645ee68c6  [87915637da3e474c9349bd0ae604bd95, 072cdee531b...
50  dd3205192f0c9cef644b15f63fc93196  [cbf232211e7d4eb6abdbe182f71c2cf0, 4f2c665decf...
51  222e4dcb5a25a099cf57d63132096cb2                 
52  d7ef3dc39b1465c5358ba79da74ec493  [a5e0d1644eb547ba9a5c3211aac4631a, 31a7e680c4d...
53  234bdf1ca92914f37d1a7b58d6289c72  [5a28b94bc63b44edb30c54748fd14f15, 004f40a5aec...
54  e0f49e162465652a1afc9276401d9399  [f97011b2a99d44648e18d517e1eae15c, 4465efb7f6e...
55  193ba5f50dcc9ba4ab66efe003916983  [35489ca6a63b47d6a8913cf333818bc1, 5d3344f45e6...
56  a3395bb9612bdc09cef9128f4427c879  [68e0c60d2e8845d89d9d0ad397833648, db8c43fa4df...
57  f5ad895581f97555d4d1073252ad733e  [80020a1da63042459e00266b2a605452, b7e9c9ef572...
58  9c42d36b0dbc1c1cfb902b8d476ced9e  [351abba16e5c448994c6daf48121b14d, d405c3154d0...
59  b5dfca716cc3702fd3cf776f20182002  [b0dd60e11dad4ff782623acf039b3948, 5ae335d9210...
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠙ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠋ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
└── create_final_community_reports
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
🚀 create_final_community_reports
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
   community  ...                                    id
0         10  ...  7f32053d-9eac-421c-a792-e803cba59a84
1         11  ...  535ed462-3dab-4e43-ae7b-bac2e9c0ae41
2         12  ...  bf3ac1e3-4f51-49d2-b5b9-a2cd7636845f
3         13  ...  cc6b61ee-e152-405e-97d9-4ae5eb9db62b
4         14  ...  0fc52584-8b11-474f-aee5-293df96dd135
5         15  ...  ebb9f13d-3ada-457b-82b0-2c9b3e9f1ab8
6         16  ...  aaea7390-55db-4eb7-859a-33f21e056209
7         17  ...  f1c8962a-ac7a-4dd5-a07b-97bfeb936859
8         18  ...  467ebb7d-9b86-4040-8c27-8854bff5ccba
9         19  ...  e52b59cd-590c-44e0-84ff-521bdca8b126
10         7  ...  288cdf8c-f027-470d-984a-800a99f74f7e
11         8  ...  c1531310-f058-4a13-8f77-ee75c1df2f46
12         9  ...  9857c788-9f7c-4fa8-97e8-8e81cf1eb86c
13         0  ...  024645c2-2ece-47c3-892d-692ee37e2655
14         1  ...  2c66cfac-f4e5-4f45-9f4c-a35908c3bf4f
15         2  ...  cf42af9a-de8b-46bf-b13d-ae5def035f89
16         3  ...  8f2fa648-62ce-4b4b-b488-36691c621c37
17         4  ...  805bd8c0-643b-4e57-bff0-4608d3eecd39
18         5  ...  909416e9-c998-4701-bdb6-ebec0ed5010e
19         6  ...  f5a12e92-891b-4f3b-9da9-af0cf7a9fce5

[20 rows x 10 columns]
⠏ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
🚀 create_final_text_units
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
                                  id  ...                                   relationship_ids
0   acd9e508b0397a9a2881f3bc8a3babcd  ...  [6b02373137fd438ba96af28f735cdbdb, 36a4fcd8efc...
1   bcc89889a0ebc0fad818cb9cf335febf  ...  [fbeef791d19b413a9c93c6608286ab63, d2b629c0396...
2   a31f3cdfd9c291df648f5a32af203172  ...  [148fffeb994541b2b4b6dcefda7001a8, 7f65feab754...
3   c3d65e9607fd1f8d38fe3adb875c89ab  ...  [89c08e793298442686292454a1abff31, 599164aead0...
4   0255b3c34de4a7b8f3696c28c8179498  ...  [0467928aa65e4a4fba62bdb1467e3a54, cccfa151fed...
5   1decfab5cdf57db6a66e04a006e99c71  ...  [b07a7f088364459098cd8511ff27a4c8, 8870cf2b5df...
6   9a973673d0af420ea514d6c8e64db44c  ...  [cd130938a2844050be991af70baf5ee0, 30c9641543c...
7   9c032d585887b1dd0b37a26aff23b755  ...  [18b839da898e4026b81727d759d95c6a, 0e8d921ccd8...
8   fb707c28740b0085ae4279ed9b7911e8  ...  [43c3390303c6476cb65f584e37c3e81c, 896d2a51e8d...
9   193ba5f50dcc9ba4ab66efe003916983  ...  [35489ca6a63b47d6a8913cf333818bc1, 5d3344f45e6...
10  82ccecc8abd2d1285eb60ba48eb04599  ...  [eeef6ae5c464400c8755900b4f1ac37a, 422433aa458...
11  28a7d6b1f29784a17667d0058ba6d2d0  ...  [ce54725672a74ebcabe6127577dacb2b, ad1595a7893...
12  da90be80bab3bea130c412e67a209ed1  ...  [fa14b16c17e3417dba5a4b473ea5b18d, ea2b28ca1a9...
13  244d4eb54987ad4a720fdd477900bac7  ...  [fd9cb733b28d420cb5cef01e545a132c, 735d19aea07...
14  4b3a60549a051d8a414fbe0e1b042c77  ...  [86505bca739d4bccaaa1a8e0f3baffdc, 59c726a8792...
15  3e8f11c319b87a2d51d444d899fdf19c  ...  [aff21f1da1654e7babdcf3fb0e4a75fc, 1af9faf341e...
16  9bf8e425522d8bcae0c40bc7349b4952  ...  [0fbcca3f17c649a08aea64b5a7d9ef36, 482027a59f3...
17  783348de699accd702b03c2c562f4961  ...  [de837ff3d626451282ff6ac77a82216d, 7ce637e4f35...
18  7ae4cc7ccce26e89e9e3d2a25f408be0  ...  [7cc3356d38de4328a51a5cbcb187dac3, bef16fb5fd7...
19  a72bc67668047d582e373a657a50a39c  ...  [6102fc6619ed422ebc42588bfa97355d, c725babdb14...
20  414a7118c9c4f07e5a63d634f78632cc  ...  [43544b99c3b04b059546198a0ae6366d, a0047221896...
21  42fe4adda11cd865169ae70db11ec46d  ...  [bb9e01bc171d4326a29afda59ece8d17, 70634e10a5e...
22  a1f70bcc6b330ab46a20ac1d808936df  ...  [bbf148ae4d48422f8fdef754cfa2b9e4, 98fc2ee5931...
23  f37ca4878f38c01c643be33761e2ad3f  ...  [4d999d7744b04a998475f8f8531589f0, 9a6f414210e...
24  f5ad895581f97555d4d1073252ad733e  ...  [80020a1da63042459e00266b2a605452, b7e9c9ef572...
25  222e4dcb5a25a099cf57d63132096cb2  ...                 
26  05fd29f5b1e6e13c5923d835c3e3c083  ...  [de61b2670999433f807a6a1dc2b81e43, 3e95dacfe57...
27  5ced0ef8c70906a12fcc04bcbb68c63d  ...  [8d141c0b80f74b79a05eed7fe161fe49, 3c063eea52e...
28  826bda154b0cb72180e45a65dc69f43c  ...  [a671bf7fea2f4514b6e96ba99127fafd, f2ff8044718...
29  3c2684e90f279ecc3b3b725b90f2aaff  ...  [252cc8452bfc4c2aa58cab68d8b61879, 04085f7cf46...
30  9095c41a26e427ec6ff42b273e6c7545  ...  [7e2c84548fb94ee395ba8588d8f2a006, c8b24086178...
31  2cb41227c168dcce86a144c34aef0224  ...  [f034618dde7948beb6dab30176d0fc87, 5c41f96be13...
32  d7ef3dc39b1465c5358ba79da74ec493  ...  [a5e0d1644eb547ba9a5c3211aac4631a, 31a7e680c4d...
33  3beb3ffc5dfb16f3c081c7fea1cf825d  ...  [7ea4afbf8a264f29af29950ce98105ba, 525f41ea202...
34  ec3933ac50da59bde1af0dad39709620  ...  [00d785e7d76b47ec81b508e768d40584, 6731a665561...
35  02618d3b1204c82a2d13d30645ee68c6  ...  [87915637da3e474c9349bd0ae604bd95, 072cdee531b...
36  58474d1e0fc03b5747c38affe4ae4c89  ...  [422433aa45804c7ebb973b2fafce5da6, 8f1eba29f39...
37  a367d0cae0a414714b791a405565705c  ...  [3e95dacfe57b4d57b5da4310ef2e157f, 1f1545308e9...
38  9c42d36b0dbc1c1cfb902b8d476ced9e  ...  [351abba16e5c448994c6daf48121b14d, d405c3154d0...
39  f1b3e8f4dfe7e654f8550f5c33db1978  ...                 
40  c71921bbe73ca895ca05d9133fb25283  ...  [e22d1d1cd8d14f12b81828d940f40d70, 3deb220d31f...
41  84aa21e77273a09c67eb975a203d2de6  ...  [071a416efbec4f0886c19ac68f6d43cb, af7a1584dd1...
42  1aad8df660bd811968f219d3cebaaf26  ...                 [553b285bba60460ab1ed8341ae61282b]
43  abac6d2cb34d85066d0e36750f5f3b91  ...  [6ea81acaf232485e94fff638e03336e1, 6e8d9029ce4...
44  97743dd7ce53506a91a2f2b72f0fcda9  ...  [d136b08d586d488f9e4188b524c85a29, 50ea7d3b696...
45  d2ce9007458d02b749aa837d279ab33c  ...  [91ff849d12b24574b0691dbddf44968b, 6ea0cef05f6...
46  234bdf1ca92914f37d1a7b58d6289c72  ...  [5a28b94bc63b44edb30c54748fd14f15, 004f40a5aec...
47  dd3205192f0c9cef644b15f63fc93196  ...  [cbf232211e7d4eb6abdbe182f71c2cf0, 4f2c665decf...
48  5240a601a5a847ffc05f995a1be0ba4f  ...  [7ab5d53a872f4dfc98f3d386879f3c75, bb0cff774a4...
49  e7d9c60ade5d767f6e65979ca93fe02f  ...  [d73c1f2fb3094d8dace42ad2a76e9a52, 5bd156c87ec...
50  329d76537ad5b51f5f2789f3914d579f  ...  [cdc8901e668749889bd49bebdc4ff1f6, 66cdf168f36...
51  e0f49e162465652a1afc9276401d9399  ...  [f97011b2a99d44648e18d517e1eae15c, 4465efb7f6e...
52  b5dfca716cc3702fd3cf776f20182002  ...  [b0dd60e11dad4ff782623acf039b3948, 5ae335d9210...
53  b69bb7fc6ebac82e5b8833bed69e143a  ...  [af1d0fec22114a3398b8016f5225f9ed, ce55841ebfd...
54  a3395bb9612bdc09cef9128f4427c879  ...  [68e0c60d2e8845d89d9d0ad397833648, db8c43fa4df...
55  7484b1c3f864e42569998d217f7903fd  ...  [6d8473ef3b1042bf87178a611e3dbcc6, 5dabc4cd05d...
56  8f9c928cc92cf9eaa9e7b4e64cc64a56  ...  [36084a9fab53433493f079e97e68bf65, 101572f552b...
57  6992316e2d34def0b4092352f08d72db  ...  [cec95bf17e7e4c939b56c9c6f402a29f, 6090e736374...
58  045a191435f279b830ed4b8cebfc703c  ...  [eebcc7ec8e3e4df7aea83659bbdc2199, 38f51478f41...
59  892c10d3898e053141f1e8bd6470d353  ...  [ceadf262ef834e9ab146b20650912cae, 60c58026b27...

[60 rows x 6 columns]
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠹ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
/usr/local/lib/python3.10/dist-packages/datashaper/engine/verbs/convert.py:72: FutureWarning: 
errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing 
`errors` and catch exceptions explicitly instead
  datetime_column = pd.to_datetime(column, errors="ignore")
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
└── create_base_documents
/usr/local/lib/python3.10/dist-packages/datashaper/engine/verbs/convert.py:72: UserWarning: Could 
not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure
parsing is consistent and as-expected, please specify a format.
  datetime_column = pd.to_datetime(column, errors="ignore")
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
└── create_base_documents
⠦ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
🚀 create_base_documents
⠧ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
                                  id                          text_units  ... minute second
0   88358a8c955900c4e7096dae465814dd    ...      0      0
1   d52eaecfc2f6555bea90244d0ecfd84f  [234bdf1ca92914f37d1a7b58d6289c72]  ...      0      0
2   7262ed01153f08b5c625213a6682f616  [9095c41a26e427ec6ff42b273e6c7545]  ...      0      0
3   fca53d75c86405488649e81e6262bb9d  [045a191435f279b830ed4b8cebfc703c]  ...      0      0
4   00444fa1ca5684061dbec51074a417a7    ...      0      0
5   5289e97d1d1cf982f91317963405eda5    ...      0      0
6   cdb91a27b29ce9e301cd4df410f5c592  [1aad8df660bd811968f219d3cebaaf26]  ...      0      0
7   caaf8f30153b8445bdf33f271ca16540  [84aa21e77273a09c67eb975a203d2de6]  ...      0      0
8   e3592a225bdacc420537292a4bf55d62    ...      0      0
9   186d17a9bb2c7b20098764602ea1ccd4  [82ccecc8abd2d1285eb60ba48eb04599]  ...      0      0
10  08e99216ad8196993ea4bef299b6184a  [1decfab5cdf57db6a66e04a006e99c71]  ...      0      0
11  5b99fe15401669ec82852db6aa304742    ...      0      0
12  1390257a04faab80d6e74f38eb53243e  [193ba5f50dcc9ba4ab66efe003916983]  ...      0      0
13  47f1da03ca5deee606665246e4efd22f  [414a7118c9c4f07e5a63d634f78632cc]  ...      0      0
14  087477e753f2c6157a539e113cd1c1b0  [0255b3c34de4a7b8f3696c28c8179498]  ...      0      0
15  9a6cc86eb256c8f1b5d2aa2d420c5406  [9c42d36b0dbc1c1cfb902b8d476ced9e]  ...      0      0
16  89458a6c4899defc8376ad2841537d55  [3beb3ffc5dfb16f3c081c7fea1cf825d]  ...      0      0
17  60aecd36390595852678c9b7a9cb85f4  [05fd29f5b1e6e13c5923d835c3e3c083]  ...      0      0
18  dd7961e4a52d6de196b49f0b1647871f    ...      0      0
19  6c2bfc6daeabb6284785fdf2dcc07c17  [5ced0ef8c70906a12fcc04bcbb68c63d]  ...      0      0
20  d7e05ee8651cede2c4b086cc47d84d97  [5240a601a5a847ffc05f995a1be0ba4f]  ...      0      0
21  e17a7d32c3a7a8f41c2397dcb3522657  [329d76537ad5b51f5f2789f3914d579f]  ...      0      0
22  ebfdec73e54adb98eae43f37e2b40183    ...      0      0
23  1378f03aeb6729e35eea05c568815b12    ...      0      0
24  d766fbfa9357fad1ac9d3ff2baa4ac6f    ...      0      0
25  9114686606b028c73944f7fb7b94fb79    ...      0      0
26  d0618225e31d91c4f4f786c2af1d143b  [97743dd7ce53506a91a2f2b72f0fcda9]  ...      0      0
27  ff3de2a0f087e500c4f3a0b41b8e5b50  [892c10d3898e053141f1e8bd6470d353]  ...      0      0
28  010d925c66ddaf69da75898dd1715141    ...      0      0
29  33a15cabd5895698c990187fbf5f30ba  [3e8f11c319b87a2d51d444d899fdf19c]  ...      0      0
30  04db7053ed2a20f2dce88bd40a8627ed    ...      0      0
31  cf8fc529c56e2a88f43c00cfa44d8bb7    ...      0      0
32  496d1842d0384cde66c6df38bc4948a1  [42fe4adda11cd865169ae70db11ec46d]  ...      0      0
33  3b676bfbbc9e85ee71020d2bcccb314f  [783348de699accd702b03c2c562f4961]  ...      0      0
34  f2cd510ff7480179a12ed44e476e7a5b  [7484b1c3f864e42569998d217f7903fd]  ...      0      0
35  8d8656ef43d92badd2c3855444e99985  [02618d3b1204c82a2d13d30645ee68c6]  ...      0      0
36  e400b96e0a93f7935c6ec50613b0e2e4    ...      0      0
37  093f91caa7559a9a891d269918f4c1a0  [9a973673d0af420ea514d6c8e64db44c]  ...      0      0
38  7ee1bc336bd2e2aa07ea589459cef148  [2cb41227c168dcce86a144c34aef0224]  ...      0      0
39  0e45596153dee9aae8f1409192c153e4  [9c032d585887b1dd0b37a26aff23b755]  ...      0      0
40  b1ec9c34c220997a3331ebbf456dee9e    ...      0      0
41  f480c9bc25dee10da8936a6b5388ed2c  [8f9c928cc92cf9eaa9e7b4e64cc64a56]  ...      0      0
42  2b8f508e359acf0c7ff46783070c5bdd  [244d4eb54987ad4a720fdd477900bac7]  ...      0      0
43  6035d499d2ccd7068d21b5d2f5e611f6  [222e4dcb5a25a099cf57d63132096cb2]  ...      0      0
44  1be7f09af4f9aeef36e6cba272972600  [28a7d6b1f29784a17667d0058ba6d2d0]  ...      0      0
45  37a72a7e46e79be9225a22c41ad28d94  [9bf8e425522d8bcae0c40bc7349b4952]  ...      0      0
46  3e822466e927df51dca1e2db8d4aa81d  [7ae4cc7ccce26e89e9e3d2a25f408be0]  ...      0      0
47  8e9d621bd50c5e58afa28d3eceb8959f  [58474d1e0fc03b5747c38affe4ae4c89]  ...      0      0
48  1e5ff481d17b9116ee05700b74b5d47c    ...      0      0
49  00478f3ef6700a3797011cf013660fcf    ...      0      0
50  b012b7f9149ee5910a97bdf8a73efeaf    ...      0      0
51  d186c9ce68076c52452faa6be19a60d3    ...      0      0
52  51fcfd62bcda8fd9b523945cbf040f6b    ...      0      0
53  89c58d0f0eaf3965763cd3eef9d79392    ...      0      0
54  46b339b43d7751b6a07c78eeb5aa0e89    ...      0      0
55  e70fab95600f434e37d58c331dcd399c    ...      0      0
56  f79e4ba2af15d7af4901d4d0931c9e28  [6992316e2d34def0b4092352f08d72db]  ...      0      0
57  2f7fa5a8b7b9f222e76572dfa28f5265  [4b3a60549a051d8a414fbe0e1b042c77]  ...      0      0
58  6d384721302987c6a7886813d69a7c14  [826bda154b0cb72180e45a65dc69f43c]  ...      0      0
59  7056cdfa68b2071bc2e727e6c6aa8b3b  [3c2684e90f279ecc3b3b725b90f2aaff]  ...      0      0

[60 rows x 11 columns]
⠇ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
├── create_base_documents
🚀 create_final_documents
⠸ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
├── create_base_documents
                                  id                       text_unit_ids  ... minute second
0   88358a8c955900c4e7096dae465814dd    ...      0      0
1   d52eaecfc2f6555bea90244d0ecfd84f  [234bdf1ca92914f37d1a7b58d6289c72]  ...      0      0
2   7262ed01153f08b5c625213a6682f616  [9095c41a26e427ec6ff42b273e6c7545]  ...      0      0
3   fca53d75c86405488649e81e6262bb9d  [045a191435f279b830ed4b8cebfc703c]  ...      0      0
4   00444fa1ca5684061dbec51074a417a7    ...      0      0
5   5289e97d1d1cf982f91317963405eda5    ...      0      0
6   cdb91a27b29ce9e301cd4df410f5c592  [1aad8df660bd811968f219d3cebaaf26]  ...      0      0
7   caaf8f30153b8445bdf33f271ca16540  [84aa21e77273a09c67eb975a203d2de6]  ...      0      0
8   e3592a225bdacc420537292a4bf55d62    ...      0      0
9   186d17a9bb2c7b20098764602ea1ccd4  [82ccecc8abd2d1285eb60ba48eb04599]  ...      0      0
10  08e99216ad8196993ea4bef299b6184a  [1decfab5cdf57db6a66e04a006e99c71]  ...      0      0
11  5b99fe15401669ec82852db6aa304742    ...      0      0
12  1390257a04faab80d6e74f38eb53243e  [193ba5f50dcc9ba4ab66efe003916983]  ...      0      0
13  47f1da03ca5deee606665246e4efd22f  [414a7118c9c4f07e5a63d634f78632cc]  ...      0      0
14  087477e753f2c6157a539e113cd1c1b0  [0255b3c34de4a7b8f3696c28c8179498]  ...      0      0
15  9a6cc86eb256c8f1b5d2aa2d420c5406  [9c42d36b0dbc1c1cfb902b8d476ced9e]  ...      0      0
16  89458a6c4899defc8376ad2841537d55  [3beb3ffc5dfb16f3c081c7fea1cf825d]  ...      0      0
17  60aecd36390595852678c9b7a9cb85f4  [05fd29f5b1e6e13c5923d835c3e3c083]  ...      0      0
18  dd7961e4a52d6de196b49f0b1647871f    ...      0      0
19  6c2bfc6daeabb6284785fdf2dcc07c17  [5ced0ef8c70906a12fcc04bcbb68c63d]  ...      0      0
20  d7e05ee8651cede2c4b086cc47d84d97  [5240a601a5a847ffc05f995a1be0ba4f]  ...      0      0
21  e17a7d32c3a7a8f41c2397dcb3522657  [329d76537ad5b51f5f2789f3914d579f]  ...      0      0
22  ebfdec73e54adb98eae43f37e2b40183    ...      0      0
23  1378f03aeb6729e35eea05c568815b12    ...      0      0
24  d766fbfa9357fad1ac9d3ff2baa4ac6f    ...      0      0
25  9114686606b028c73944f7fb7b94fb79    ...      0      0
26  d0618225e31d91c4f4f786c2af1d143b  [97743dd7ce53506a91a2f2b72f0fcda9]  ...      0      0
27  ff3de2a0f087e500c4f3a0b41b8e5b50  [892c10d3898e053141f1e8bd6470d353]  ...      0      0
28  010d925c66ddaf69da75898dd1715141    ...      0      0
29  33a15cabd5895698c990187fbf5f30ba  [3e8f11c319b87a2d51d444d899fdf19c]  ...      0      0
30  04db7053ed2a20f2dce88bd40a8627ed    ...      0      0
31  cf8fc529c56e2a88f43c00cfa44d8bb7    ...      0      0
32  496d1842d0384cde66c6df38bc4948a1  [42fe4adda11cd865169ae70db11ec46d]  ...      0      0
33  3b676bfbbc9e85ee71020d2bcccb314f  [783348de699accd702b03c2c562f4961]  ...      0      0
34  f2cd510ff7480179a12ed44e476e7a5b  [7484b1c3f864e42569998d217f7903fd]  ...      0      0
35  8d8656ef43d92badd2c3855444e99985  [02618d3b1204c82a2d13d30645ee68c6]  ...      0      0
36  e400b96e0a93f7935c6ec50613b0e2e4    ...      0      0
37  093f91caa7559a9a891d269918f4c1a0  [9a973673d0af420ea514d6c8e64db44c]  ...      0      0
38  7ee1bc336bd2e2aa07ea589459cef148  [2cb41227c168dcce86a144c34aef0224]  ...      0      0
39  0e45596153dee9aae8f1409192c153e4  [9c032d585887b1dd0b37a26aff23b755]  ...      0      0
40  b1ec9c34c220997a3331ebbf456dee9e    ...      0      0
41  f480c9bc25dee10da8936a6b5388ed2c  [8f9c928cc92cf9eaa9e7b4e64cc64a56]  ...      0      0
42  2b8f508e359acf0c7ff46783070c5bdd  [244d4eb54987ad4a720fdd477900bac7]  ...      0      0
43  6035d499d2ccd7068d21b5d2f5e611f6  [222e4dcb5a25a099cf57d63132096cb2]  ...      0      0
44  1be7f09af4f9aeef36e6cba272972600  [28a7d6b1f29784a17667d0058ba6d2d0]  ...      0      0
45  37a72a7e46e79be9225a22c41ad28d94  [9bf8e425522d8bcae0c40bc7349b4952]  ...      0      0
46  3e822466e927df51dca1e2db8d4aa81d  [7ae4cc7ccce26e89e9e3d2a25f408be0]  ...      0      0
47  8e9d621bd50c5e58afa28d3eceb8959f  [58474d1e0fc03b5747c38affe4ae4c89]  ...      0      0
48  1e5ff481d17b9116ee05700b74b5d47c    ...      0      0
49  00478f3ef6700a3797011cf013660fcf    ...      0      0
50  b012b7f9149ee5910a97bdf8a73efeaf    ...      0      0
51  d186c9ce68076c52452faa6be19a60d3    ...      0      0
52  51fcfd62bcda8fd9b523945cbf040f6b    ...      0      0
53  89c58d0f0eaf3965763cd3eef9d79392    ...      0      0
54  46b339b43d7751b6a07c78eeb5aa0e89    ...      0      0
55  e70fab95600f434e37d58c331dcd399c    ...      0      0
56  f79e4ba2af15d7af4901d4d0931c9e28  [6992316e2d34def0b4092352f08d72db]  ...      0      0
57  2f7fa5a8b7b9f222e76572dfa28f5265  [4b3a60549a051d8a414fbe0e1b042c77]  ...      0      0
58  6d384721302987c6a7886813d69a7c14  [826bda154b0cb72180e45a65dc69f43c]  ...      0      0
59  7056cdfa68b2071bc2e727e6c6aa8b3b  [3c2684e90f279ecc3b3b725b90f2aaff]  ...      0      0

[60 rows x 11 columns]
⠼ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
├── create_base_documents
⠴ GraphRAG Indexer 
├── Loading Input (csv) - 1 files loaded (0 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
├── create_base_entity_graph
├── create_final_entities
├── create_final_nodes
├── create_final_communities
├── join_text_units_to_entity_ids
├── create_final_relationships
├── join_text_units_to_relationship_ids
├── create_final_community_reports
├── create_final_text_units
├── create_base_documents
└── create_final_documents
🚀 All workflows completed successfully.

step 3 : Query ask quetions & get answer

At query time, these structures are used to provide materials for the LLM context window when answering a question. The primary query modes are:

-Global Search for reasoning about holistic questions about the corpus by leveraging the community summaries.

	# This is formatted as code

Local Search for reasoning about specific entities by fanning-out to their neighbors and associated concepts.

[ ]
2024-08-17 11:36:14.468139: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-17 11:36:14.481952: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-17 11:36:14.486115: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-17 11:36:15.558481: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT



INFO: Reading settings from /content/input_people/settings.yaml

INFO: Vector Store Args: {}
[2024-08-17T11:36:21Z WARN  lance::dataset] No existing dataset at /content/lancedb/entity_description_embeddings.lance, it will be created
creating llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_chat", 'model': 'gpt-4-turbo-preview', 'max_tokens': 4000, 'temperature': 0.0, 'top_p': 1.0, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': True, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}
creating embedding llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_embedding", 'model': 'text-embedding-3-small', 'max_tokens': 4000, 'temperature': 0, 'top_p': 1, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': None, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}

SUCCESS: Local Search Response: Divit Dara's date of birth is September 3, 2000. This information highlights Divit Dara as a Full Stack Developer with expertise in both front-end and back-end development aspects, indicating a comprehensive skill set in software development. Dara is managed by Rasha Baral and is based in Bangalore, which is a significant hub for technology and innovation in India. This geographical location, combined with Dara's role and expertise, places him within a vibrant ecosystem for tech professionals [Data: Sources (30)].
[ ]
2024-08-17 11:37:35.017124: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-17 11:37:35.039183: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-17 11:37:35.045493: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-17 11:37:36.231458: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT



INFO: Reading settings from /content/input_people/settings.yaml

INFO: Vector Store Args: {}
creating llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_chat", 'model': 'gpt-4-turbo-preview', 'max_tokens': 4000, 'temperature': 0.0, 'top_p': 1.0, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': True, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}
creating embedding llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_embedding", 'model': 'text-embedding-3-small', 'max_tokens': 4000, 'temperature': 0, 'top_p': 1, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': None, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}

SUCCESS: Local Search Response: Based on the data provided, here is a comprehensive list of AI Engineers, including their designations, managers, locations, and dates of birth. This list reflects the diversity and geographical distribution of AI talent across various locations, notably in Pune, London, and Bangalore. Each entry provides insights into the professional network and managerial relationships within the tech industry.

### AI Engineers in Pune

- **Inaaya Sengupta**
  - **Designation:** AI Engineer
  - **Manager:** Rasha Baral
  - **Location:** Pune
  - **Date of Birth:** 09-08-2001
  - [Data: Sources (51)]

- **Emir Mani**
  - **Designation:** AI Engineer
  - **Manager:** Prerak Chand
  - **Location:** Pune
  - **Date of Birth:** 12-10-1988
  - [Data: Sources (55)]

- **Fateh D’Alia**
  - **Designation:** AI Engineer
  - **Manager:** Nayantara Iyer
  - **Location:** Pune
  - **Date of Birth:** 30-09-1987
  - [Data: Sources (9)]

- **Riya Mallick**
  - **Designation:** AI Engineer
  - **Manager:** Rasha Baral
  - **Location:** Pune
  - **Date of Birth:** 15-07-1996
  - [Data: Sources (46)]

### AI Engineers in Bangalore

- **Alisha Kunda**
  - **Designation:** AI Engineer
  - **Manager:** Shanaya Guha
  - **Location:** Bangalore
  - **Date of Birth:** 05-10-1985
  - [Data: Sources (58)]

- **Yashvi Tak**
  - **Designation:** AI Engineer
  - **Manager:** Khushi Magar
  - **Location:** Bangalore
  - **Date of Birth:** 01-01-1988
  - [Data: Sources (18)]

### AI Engineers in London

- **Purab Buch**
  - **Designation:** AI Engineer
  - **Manager:** Shanaya Guha
  - **Location:** London
  - **Date of Birth:** 02-07-2004
  - [Data: Sources (14)]

- **Advik Butala**
  - **Designation:** AI Engineer
  - **Manager:** Onkar Wali
  - **Location:** London
  - **Date of Birth:** 22-05-1985
  - [Data: Sources (48)]

- **Ela Varkey**
  - **Designation:** AI Engineer
  - **Manager:** Anaya Karpe
  - **Location:** London
  - **Date of Birth:** 27-01-1989
  - [Data: Sources (35)]

This list showcases the vibrant ecosystem of AI professionals managed by influential figures in the tech industry. The diversity in their locations underscores the global nature of the tech industry, with major cities like Pune, Bangalore, and London serving as key hubs for AI development and innovation. The detailed information about each AI Engineer, including their managers and locations, highlights the interconnectedness of the professional network within the tech sector.
[ ]
2024-08-17 11:38:08.402089: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-17 11:38:08.417417: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-17 11:38:08.421458: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-17 11:38:09.525192: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT



INFO: Reading settings from /content/input_people/settings.yaml

INFO: Vector Store Args: {}
creating llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_chat", 'model': 'gpt-4-turbo-preview', 'max_tokens': 4000, 'temperature': 0.0, 'top_p': 1.0, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': True, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}
creating embedding llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_embedding", 'model': 'text-embedding-3-small', 'max_tokens': 4000, 'temperature': 0, 'top_p': 1, 'n': 1, 'request_timeout': 180.0, 'api_base': None, 'api_version': None, 'organization': None, 'proxy': None, 'cognitive_services_endpoint': None, 'deployment_name': None, 'model_supports_json': None, 'tokens_per_minute': 0, 'requests_per_minute': 0, 'max_retries': 10, 'max_retry_wait': 10.0, 'sleep_on_rate_limit_recommendation': True, 'concurrent_requests': 25}

SUCCESS: Local Search Response: ### Data Engineers Based in London

London, recognized as a vibrant hub for technology and innovation, is home to a diverse array of professionals in the tech sector, including a notable concentration of Data Engineers. These individuals contribute significantly to the city's status as a leading center for technological development and innovation. Below is a summary of Data Engineers working from London, highlighting their roles, affiliations, and contributions to the tech landscape.

#### Pranay Raja
Pranay Raja stands out as a Data Engineer with a significant role in London's tech ecosystem. Managed by Onkar Lata, Pranay's work in London underscores the city's appeal to tech talent and its capacity to support a broad spectrum of technological innovations. His birth date is listed as 07-12-1995, indicating his young age relative to his achievements in the field [Data: Entities (41); Relationships (69)].

#### Shanaya Kaul
Another notable Data Engineer based in London is Shanaya Kaul. Her work contributes to the city's dynamic tech sector, and she is managed by Prerak Chand. Shanaya's presence in London further illustrates the city's ability to attract and nurture tech talent across various domains [Data: Entities (59); Relationships (76)].

#### Anika Jayaraman
Although primarily associated with Bangalore, Anika Jayaraman's professional activities extend to London, showcasing the interconnected nature of global tech hubs. Her role as a Data Engineer, managed by Nayantara Iyer, emphasizes the cross-regional collaboration and talent mobility within the tech industry [Data: Entities (44); Relationships (17)].

#### Miraan Gandhi
Miraan Gandhi, also a Data Engineer, is another professional whose work, while initially linked to Bangalore, has relevance to London's tech scene. Managed by Prerak Chand, Miraan's contributions to data engineering highlight the collaborative and interconnected nature of the global tech ecosystem [Data: Entities (49); Relationships (21)].

#### Rania Kota
Rania Kota, although primarily based in Pune, is a Data Engineer whose work and expertise may intersect with the London tech scene. Managed by Himmat Solanki, Rania's role and contributions, while not directly stated to be in London, are indicative of the broader network of tech talent that London is part of [Data: Entities (54)].

These professionals exemplify the diverse and global nature of London's tech ecosystem, particularly in the field of data engineering. Their work in London not only contributes to the city's technological advancements but also highlights the global interconnectedness of the tech industry.
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SUCCESS: Local Search Response: Onkar Wali is recognized as a manager overseeing a diverse team of professionals, indicating a significant supervisory role within their organization. The data reveals that Onkar Wali manages a total of eight individuals. These team members span a range of roles and specializations, highlighting Onkar Wali's broad and versatile leadership role. The individuals reporting directly to Onkar Wali include:

1. **Advik Butala** - An AI Engineer based in London, showcasing the geographical diversity of Onkar Wali's team [Data: Entities (67); Sources (48)].
2. **Akarsh Bhatnagar** - A Software Engineer located in London, further emphasizing the tech-focused nature of the team [Data: Entities (27); Sources (15)].
3. **Anahita Sha** - A Product Manager, indicating the variety of roles under Onkar Wali's management [Data: Sources (11)].
4. **Arnav Ganesh** - Another Software Engineer in London, contributing to the tech specialization of the team [Data: Sources (39)].
5. **Kanav Dyal** - Highlighted as a Data Engineer, adding to the data-centric expertise within the team [Data: Sources (4)].
6. **Neysa Walla** - A Full Stack Developer, showcasing the broad range of technical skills managed by Onkar Wali [Data: Sources (45)].
7. **Samaira Sankar** - A Software Tester based in London, further diversifying the team's skill set [Data: Sources (53)].
8. **Samar Thakur** - Identified as a Data Scientist, indicating the high level of specialization within the team [Data: Sources (12)].

This diverse group of professionals under Onkar Wali's management underscores the wide-ranging expertise and leadership capabilities of Onkar Wali, spanning across various projects and responsibilities within the tech industry.