Main

agentsllmsvector-databaseGraphraglancedbgptopenaiAImultimodal-aimachine-learningembeddingsfine-tuningexamplesdeep-learninggpt-4-visionllama-indexragmultimodallangchainlancedb-recipes

Practicle implementation of RAG & GraphRAG (microsoft)

Installing libraries

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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=16507 sha256=d3dc99fba4a25b705a9461d09db3b59a4de6ae88bf4fb9801c36d73f236bdfc5
  Stored in directory: /root/.cache/pip/wheels/e4/cf/51/0904952972ee2c7aa3709437065278dc534ec1b8d2ad41b443
Successfully built swifter
Installing collected packages: ratelimiter, uvloop, tenacity, pyarrow, nltk, cramjam, pylance, lancedb, fastparquet, dask-expr, textual, swifter, graphrag
  Attempting uninstall: tenacity
    Found existing installation: tenacity 9.0.0
    Uninstalling tenacity-9.0.0:
      Successfully uninstalled tenacity-9.0.0
  Attempting uninstall: pyarrow
    Found existing installation: pyarrow 15.0.2
    Uninstalling pyarrow-15.0.2:
      Successfully uninstalled pyarrow-15.0.2
  Attempting uninstall: nltk
    Found existing installation: nltk 3.9.1
    Uninstalling nltk-3.9.1:
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  Attempting uninstall: pylance
    Found existing installation: pylance 0.17.0
    Uninstalling pylance-0.17.0:
      Successfully uninstalled pylance-0.17.0
  Attempting uninstall: lancedb
    Found existing installation: lancedb 0.13.0
    Uninstalling lancedb-0.13.0:
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  Attempting uninstall: graphrag
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    Uninstalling graphrag-0.5.0:
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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.
cudf-cu12 24.10.1 requires pandas<2.2.3dev0,>=2.0, but you have pandas 2.2.3 which is incompatible.
Successfully installed cramjam-2.9.0 dask-expr-1.1.16 fastparquet-2024.11.0 graphrag-0.1.1 lancedb-0.9.0 nltk-3.8.1 pyarrow-15.0.0 pylance-0.13.0 ratelimiter-1.2.0.post0 swifter-1.4.0 tenacity-8.5.0 textual-0.70.0 uvloop-0.19.0
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#Dataset Download

[15]
--2024-11-24 06:59:28--  https://github.com/akashAD98/dummy_data/raw/main/HTE_gst_scheme.txt
Resolving github.com (github.com)... 20.27.177.113
Connecting to github.com (github.com)|20.27.177.113|:443... connected.
HTTP request sent, awaiting response... 302 Found
Location: https://raw.githubusercontent.com/akashAD98/dummy_data/main/HTE_gst_scheme.txt [following]
--2024-11-24 06:59:29--  https://raw.githubusercontent.com/akashAD98/dummy_data/main/HTE_gst_scheme.txt
Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...
Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 216384 (211K) [text/plain]
Saving to: ‘rag_exim/input/HTE_gst_scheme.txt.1’

HTE_gst_scheme.txt. 100%[===================>] 211.31K  1.29MB/s    in 0.2s    

2024-11-24 06:59:29 (1.29 MB/s) - ‘rag_exim/input/HTE_gst_scheme.txt.1’ saved [216384/216384]

[ ]
[4]
/usr/local/lib/python3.10/dist-packages/langsmith/client.py:241: LangSmithMissingAPIKeyWarning: API key must be provided when using hosted LangSmith API
  warnings.warn(
"Exporting involves deciding on the mode of shipping, working with a freight forwarder and customs clearance agent, and considering container shipping methods. It is important to procure goods as per buyer's requirements and maintain strict quality control for export goods. Exporting can lead to increasing profit margins, reducing production costs per unit, and improving liquidity through favorable payment terms."

#GraphRAG

[ ]

Step 1. This command sets up the initial structure for indexing your dataset.

[16]
2024-11-24 06:59:56.100411: 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
2024-11-24 06:59:56.140990: 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
2024-11-24 06:59:56.153858: 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
2024-11-24 06:59:58.188647: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
Initializing project at /content/rag_exim
⠋ GraphRAG Indexer 

Step 2. Indexing the dataset

[17]
Streaming output truncated to the last 5000 lines.
└── create_summarized_entities
⠧ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠋ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠹ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠼ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠦ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠹ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠦ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
└── create_summarized_entities
⠹ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
🚀 create_summarized_entities
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
⠙ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠇ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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...
2      2  <graphml xmlns="http://graphml.graphdrawing.or...
⠏ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 filtered) ━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00 0:00:00
├── create_base_text_units
├── create_base_extracted_entities
├── create_summarized_entities
⠴ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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  ...  [0.009211855009198189, 0.022974207997322083, 0...
1    4119fd06010c494caa07f439b333f4c5  ...  [0.014377356506884098, 0.021775634959340096, 0...
2    d3835bf3dda84ead99deadbeac5d0d7d  ...  [-0.0018177322344854474, 0.03456897661089897, ...
3    077d2820ae1845bcbb1803379a3d1eae  ...  [-0.011499890126287937, -0.00649890024214983, ...
4    3671ea0dd4e84c1a9b02c5ab2c8f4bac  ...  [0.014035305008292198, 0.04097716137766838, 0....
..                                ...  ...                                                ...
218  67d6a3481e4b419292247cef5cd5b737  ...  [-0.02963014505803585, 0.020443348214030266, 0...
219  904cd052ec194654bb72f4027e43daa3  ...  [-0.0287167988717556, 0.0037896758876740932, 0...
220  7e88fd2e835147fbb71866612735e8d4  ...  [0.004050192888826132, 0.04131079465150833, 0....
221  029d1a8c3b184aa5bb21228f40cd12fd  ...  [0.004763162229210138, 0.02962971292436123, 0....
222  a1ebc53a0bc74a0eb6dbdd18cf3c88cd  ...  [-0.04354511946439743, 0.030669499188661575, 0...

[894 rows x 8 columns]
⠇ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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  ...  x  y
0         0                  "MINISTRY OF COMMERCE & INDUSTRY"  ...  0  0
1         0                              "GOVERNMENT OF INDIA"  ...  0  0
2         0             "DIRECTORATE GENERAL OF FOREIGN TRADE"  ...  0  0
3         0                             "NIRYAT BANDHU SCHEME"  ...  0  0
4         0  "OFFICE OF THE JOINT DIRECTOR GENERAL OF FOREI...  ...  0  0
...     ...                                                ...  ... .. ..
2677      2                "FINANCIAL ASSISTANCE SCHEME (FAS)"  ...  0  0
2678      2                            "EXPORT INFRASTRUCTURE"  ...  0  0
2679      2                              "QUALITY DEVELOPMENT"  ...  0  0
2680      2                               "MARKET DEVELOPMENT"  ...  0  0
2681      2                                "FOOD TESTING LABS"  ...  0  0

[2682 rows x 14 columns]
⠙ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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      4  ...  [1d0161c1b8b44e78f271a9ba82ff39f0,2c4ce14a6399...
1     11  ...  [2c4ce14a63994a699518ad1dd3d6e469,9341befbfb35...
2     18  ...  [9ba39358af667eb03c9df9225fa2b95e,c689d9a73942...
3      0  ...  [9ba39358af667eb03c9df9225fa2b95e,f97ad593687f...
4      7  ...  [78d879a338e6909cb3d2b520df08eff3,8e87f4ff3f9a...
..   ...  ...                                                ...
105  107  ...  [2b6309e927dda168cb142941d0555c31, 2b6309e927d...
106  109  ...  [06cbae8d6e3699faf2357bdb8dab213c,b45e8693663f...
107  108  ...  [147c3654552b873652b5bdafa3889f29,92e6f057e34a...
108  100  ...  [008edf4bc8f7aad17b1fcad0401fa36b, 008edf4bc8f...
109  101  ...                 

[110 rows x 6 columns]
⠦ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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    1d0161c1b8b44e78f271a9ba82ff39f0  ...  1d0161c1b8b44e78f271a9ba82ff39f0
1    2c4ce14a63994a699518ad1dd3d6e469  ...  2c4ce14a63994a699518ad1dd3d6e469
2    2deb5653c76bcbc5ec32438d60610c29  ...  2deb5653c76bcbc5ec32438d60610c29
3    4270a2e231d516b4a33fa714bbe31d0d  ...  4270a2e231d516b4a33fa714bbe31d0d
4    6033c72b4be3edab3f10c08a1c327038  ...  6033c72b4be3edab3f10c08a1c327038
..                                ...  ...                               ...
234  342fd6dfad994e2591cd398a6436a4f1  ...  342fd6dfad994e2591cd398a6436a4f1
235  27416faddac2d821f27026b4f2889528  ...  27416faddac2d821f27026b4f2889528
236  7f227dda1f5bea7c6d11fc89dac5f169  ...  7f227dda1f5bea7c6d11fc89dac5f169
237  350a0932c9df88afc9c69cf277981b9c  ...  350a0932c9df88afc9c69cf277981b9c
238  588445ac9878bfc9df7d9e22b8bafa04  ...  588445ac9878bfc9df7d9e22b8bafa04

[239 rows x 3 columns]
⠦ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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
/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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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  ... rank
0      "MINISTRY OF COMMERCE & INDUSTRY"  ...   12
1      "MINISTRY OF COMMERCE & INDUSTRY"  ...    4
2      "MINISTRY OF COMMERCE & INDUSTRY"  ...    4
3                  "GOVERNMENT OF INDIA"  ...   11
4                  "GOVERNMENT OF INDIA"  ...   11
..                                   ...  ...  ...
688        "REGISTERED COFFEE EXPORTERS"  ...   11
689        "REGISTERED COFFEE EXPORTERS"  ...   11
690  "FINANCIAL ASSISTANCE SCHEME (FAS)"  ...    5
691  "FINANCIAL ASSISTANCE SCHEME (FAS)"  ...    5
692  "FINANCIAL ASSISTANCE SCHEME (FAS)"  ...    5

[693 rows x 10 columns]
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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    2c4ce14a63994a699518ad1dd3d6e469  [a51d063ad4c744049edb359eb88407b7, b67268f9033...
1    1d0161c1b8b44e78f271a9ba82ff39f0  [acb53370e72b4430a752d9ea18c17352, 6129d90c831...
2    2deb5653c76bcbc5ec32438d60610c29  [a8738c7de11543df930169741381c252, 21bfd14cbc1...
3    85d81088b35357c8ef4a7a75fb2597b6  [3f8b5b2727924ba0b62e6286063b6861, 43603c78681...
4    df582db9a28fc3d962316ddc82cdb8ae  [bb5010633113442eaf814852995cfa22, 9eb8c635538...
..                                ...                                                ...
200  27416faddac2d821f27026b4f2889528  [59ced15f5a1d485ebf0eac7fa85c1cdf, 7cef69e2a71...
201  7f227dda1f5bea7c6d11fc89dac5f169  [0945030309e14518a16df16fbb25c76f, 688e9b443bc...
202  350a0932c9df88afc9c69cf277981b9c  [3d89c7fe0b6448e0a0d27bceccc09f09, 185f98d04d9...
203  588445ac9878bfc9df7d9e22b8bafa04  [72a7215e3e4a4b0db851351dfe5afd37, 5f8224530d4...
204  4027c484f7eaa3496907a9523dc49fb8  [99d4510732d843299514461aebd5f176, 1730cbfab07...

[205 rows x 2 columns]
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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         100  ...  91bd9fc3-ca92-4a1b-ba12-8e40e7211fcd
1         101  ...  431cde70-9ad0-42be-8bfe-4716c7beff41
2         102  ...  29e872db-0aa6-4490-9239-47b701da282c
3         103  ...  f2004fe1-c0d1-4e0a-984b-b5cf4b5ee127
4         104  ...  b41087f1-9121-4568-9518-f2e96cebe39e
..        ...  ...                                   ...
105         5  ...  ac3fcff9-70bd-4682-912e-8fc51ac58222
106         6  ...  4e63bb92-ac5c-47a9-a6ee-5df7a9e9d865
107         7  ...  24f6d1eb-0844-4bfd-b29a-5b4d9fc75115
108         8  ...  e273a515-4968-4da1-8910-d3389a8e1494
109         9  ...  5deb47a1-1b55-4089-84d5-71b227562933

[110 rows x 10 columns]
⠏ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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    2c4ce14a63994a699518ad1dd3d6e469  ...  [a51d063ad4c744049edb359eb88407b7, b67268f9033...
1    9ba39358af667eb03c9df9225fa2b95e  ...  [59bcc2ec512c4c1ba44272446b419230, 8f39ae56f8b...
2    5a5d28966aabadc93f17baf65631e13a  ...  [f745075dedcf444daa9370cf32403d31, 3b78cc7ce82...
3    f4da0507c2da3b1555c16cf03fdcb3e6  ...  [a7c2a64e06374091adce74adb36801ab, 107568a67ca...
4    239df7673c9dea6f8ab6a80e60744746  ...  [ce0366abadef410d9b65e2bfbbf0b0f9, f4370806deb...
..                                ...  ...                                                ...
234  518f3bce7c67a4918c341fbcf852aa6c  ...                                               None
235  c33db95ff55ce18c126706a3fa5658f8  ...                                               None
236  e4d2d68257ae5d1ca78eda3a3abceeb7  ...                                               None
237  7d02d3711c18b480d1f5539b89468898  ...                                               None
238  07f0e2e941bf9efd6718da3ba2b35ba3  ...                                               None

[239 rows x 6 columns]
⠙ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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_base_documents
⠼ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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  ...               title
0  ba26bd70dfea21f10b537ad2e17283ed  ...  HTE_gst_scheme.txt

[1 rows x 4 columns]
⠼ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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  ...               title
0  ba26bd70dfea21f10b537ad2e17283ed  ...  HTE_gst_scheme.txt

[1 rows x 4 columns]
⠸ GraphRAG Indexer 
├── Loading Input (text) - 1 files loaded (1 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 (text) - 1 files loaded (1 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. Execute the query

[18]
2024-11-24 07:07:02.592036: 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
2024-11-24 07:07:02.620399: 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
2024-11-24 07:07:02.630765: 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
2024-11-24 07:07:04.281736: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT


INFO: Reading settings from /content/rag_exim/settings.yaml
creating llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_chat", 'model': 'gpt-4-turbo-preview', 'max_tokens': 4000, '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}

SUCCESS: Global Search Response: To successfully engage in exporting, businesses must navigate a complex landscape of legal, regulatory, and logistical requirements. The process involves obtaining necessary certifications, ensuring compliance with international standards, leveraging financial and promotional schemes, and managing logistics efficiently. Below is a comprehensive guide based on the synthesis of multiple reports, detailing the key steps and considerations for businesses looking to export.

### Obtaining Necessary Certifications

At the forefront of initiating export activities is the acquisition of the Importer Exporter Code (IEC), a fundamental credential issued by the Directorate General of Foreign Trade (DGFT). This code is linked to the entity's PAN and is a prerequisite for engaging in any import/export activity in India [Data: Reports (14, 31, +more)]. Additionally, exporters must obtain a Registration cum Membership Certificate (RCMC) to navigate regulatory hurdles effectively [Data: Reports (105)].

### Compliance with International and National Regulations

Exporters must ensure compliance with a variety of international and national regulations. This includes adhering to the Companies Act of 2013 for corporate entities in India and understanding the Foreign Trade Policy (FTP) [Data: Reports (22, 52, 92)]. Acquiring regulatory documents like the Phyto-Sanitary Certificate for agricultural exports is crucial to attest to the quality and safety of the exported goods [Data: Reports (105)]. Furthermore, exporters should comply with global trade regulations, including Sanitary and Phytosanitary Measures (SPS) and the Technical Barriers to Trade (TBT) Agreement [Data: Reports (109)].

### Financial and Promotional Schemes

To reduce production costs and increase competitiveness, exporters can leverage various export promotion schemes such as the Export Promotion Capital Goods (EPCG) Scheme, the Advance Authorization scheme, and the Duty-Free Import Authorisation (DFIA) [Data: Reports (24, 83, 77, +more)]. Engaging with financial institutions for funding and facilitating payment transactions, utilizing instruments like the Letter of Credit, is also crucial for mitigating the risk of non-payment [Data: Reports (105)].

### Logistics and Documentation

Efficient management of logistics is essential for the smooth transportation of goods to international buyers. This involves collaborating with Customs Clearance Agents, Freight Forwarders, and logistics entities to ensure all necessary documentation is prepared and submitted, and goods are transported efficiently [Data: Reports (76, 105, +more)]. Utilizing digital advancements in trade documentation, such as Electronic Bank Realization Certificates (E-BRCs), can streamline processes [Data: Reports (101)].

### Maintaining Relationships and Compliance

Maintaining strong relationships with overseas buyers by adhering to contracts that specify terms of trade, product standards, and delivery schedules is vital for ensuring customer satisfaction and compliance with international trade practices [Data: Reports (105)]. Additionally, exporters should follow the 'Export of Samples' provision for exporting trade and technical samples, which includes applications to the DGFT [Data: Reports (37)].

In summary, successful exporting requires meticulous planning and adherence to a broad spectrum of legal, regulatory, and logistical requirements. By obtaining the necessary certifications, ensuring compliance with relevant regulations, leveraging financial and promotional schemes, managing logistics efficiently, and maintaining strong relationships with international buyers, businesses can navigate the complexities of international trade effectively.
[19]
2024-11-24 07:07:55.064127: 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
2024-11-24 07:07:55.088098: 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
2024-11-24 07:07:55.096078: 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
2024-11-24 07:07:56.557671: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT


INFO: Reading settings from /content/rag_exim/settings.yaml
[2024-11-24T07:08:08Z WARN  lance::dataset] No existing dataset at /content/lancedb/description_embedding.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, '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, '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: Exporting is a comprehensive process that involves several steps, from establishing an organization to managing logistics and adhering to legal requirements. Here's a structured guide on how to embark on the export journey:

### 1. Establishing an Organization
To start an export business, one must first establish a legal entity. This can be a sole proprietorship, partnership firm, or a company, registered under the Companies Act of 2013 in India. The choice of business structure depends on various factors including size, liability, and access to capital [Data: Sources (4)].

### 2. Understanding Export Documentation
Exporting from India requires adherence to specific documentation and processes unique to the country and the type of product being exported. Essential documents include the Bill of Lading, Commercial Invoice, Packing List, and others that facilitate tax assessment and quality control inspection certification [Data: Sources (47, 38)].

### 3. Procurement and Quality Control
After confirming an export order, immediate steps should be taken for procurement or manufacture of the goods meant for export. Quality control is paramount, and some products may require pre-shipment inspection. Maintaining high quality is necessary to sustain in the export business [Data: Sources (38)].

### 4. Finance for Export
Exporters can obtain pre-shipment and post-shipment finance from commercial banks at concessional interest rates. Packing credit advance in the pre-shipment stage is granted to meet working capital requirements, while post-shipment finance helps in bridging the gap until the export proceeds are realized [Data: Sources (39)].

### 5. Logistics and Cold Chain Management
Efficient management of logistics is crucial for the competitive advantage of an export firm. This includes order handling, transportation, inventory management, storage, packaging, and clearing of export goods. The logistics process starts once the product is cleared for dispatch from the factory or warehouse [Data: Sources (120)].

### 6. Legal and Regulatory Compliance
Exporters must navigate through various legal and regulatory requirements, including obtaining an Importer-Exporter Code (IEC) License for customs clearance and export subsidies. Additionally, a Registration cum Membership Certificate (RCMC) validates the exporter with products registered with an authorized agency [Data: Sources (20)].

### 7. Export Policy Adherence
It's essential to understand the export policy, which outlines the regulations for exporting goods from India. This includes classifications for restricted and prohibited goods and the requirement for a license for exporting restricted goods [Data: Sources (28)].

### Conclusion
Exporting is a complex but rewarding process that opens up international markets to businesses. By following the structured steps outlined above, from establishing an organization to managing logistics and adhering to export policies, businesses can navigate the complexities of international trade and achieve profitability and sustainability in global markets.

Query local search

[20]
2024-11-24 07:08:34.992713: 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
2024-11-24 07:08:35.017903: 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
2024-11-24 07:08:35.024885: 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
2024-11-24 07:08:36.477401: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT


INFO: Reading settings from /content/rag_exim/settings.yaml
creating llm client with {'api_key': 'REDACTED,len=56', 'type': "openai_chat", 'model': 'gpt-4-turbo-preview', 'max_tokens': 4000, '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, '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: In international trade, the choice of payment method is crucial as it affects the risk and cash flow for both the exporter and importer. The selection of a payment method can be influenced by several factors, including the relationship between the trading partners, the conditions of the markets they operate in, and the prevailing international trade practices. Below are the primary payment methods used in international trade, each with its own level of risk for buyers and sellers.

### Advance Payment

Advance payment is the most secure method for the exporter and the riskiest for the buyer. In this arrangement, the buyer pays for the goods before they are shipped. This method is often used when the buyer's creditworthiness is unknown or doubtful, or if the goods are made to order. While advance payment eliminates credit risk for the seller, it places the burden of trust on the buyer, who pays upfront without any guarantee that the goods will be delivered [Data: Entities (19)].

### Letters of Credit (L/C)

Letters of credit are one of the most common and secure payment methods in international trade. An L/C is a commitment by a bank on behalf of the buyer that payment will be made to the exporter, provided that the terms and conditions stated in the L/C are met, as evidenced by the presentation of all required documents. The L/C can be beneficial for both parties: it assures the seller that payment is secure once they fulfill their part of the contract, and it assures the buyer that no payment will be made until the goods have been shipped as agreed [Data: Relationships (197, 307)].

### Documentary Collections (D/C)

Documentary collections involve the use of a draft (bill of exchange) that requires the importer to pay the face amount either at sight (Document Against Payment—D/P) or on a specified date in the future (Document Against Acceptance—D/A). The bank acts as an intermediary without accepting financial risk, except for the risk of negligence. This method is less secure than an L/C but more secure than direct payment methods like wire transfers for the exporter. It offers a balance of trust, ensuring that the importer pays for the goods upon receiving the necessary shipping documents from their bank [Data: Sources (43)].

### Open Account

An open account transaction means the goods are shipped and delivered before payment is due, typically within 30, 60, or 90 days. This method is advantageous for the buyer but risky for the seller, as the exporter extends credit to the importer. It's commonly used in established business relationships with a high level of trust. The open account method can help exporters be more competitive on terms but requires a thorough understanding of the buyer's creditworthiness and potentially the use of trade finance services to mitigate the risk of non-payment [Data: Entities (19)].

### Consignment

Consignment is a payment arrangement in which the exporter ships the goods to the importer without receiving payment, placing the goods in the custody of an intermediary—usually a foreign distributor—until they are sold. Payment to the exporter is made only after the goods have been sold to the end customer. This method is highly risky for the exporter because they retain ownership of the goods until they are sold, but it can be a way to enter new markets with the help of a trusted foreign distributor [Data: General Knowledge].

Each of these payment methods offers different levels of risk and security for both exporters and importers. The choice of payment method is a critical decision in the trade negotiation process, requiring a careful assessment of the trade relationship, market conditions, and the financial stability of the parties involved.

Below is python code you can use it for your chatbot application

[ ]
llm loaded okay
Report records: 110
# Summary of Payment Methods in International Trade

In international trade, various payment methods play a crucial role in facilitating transactions between buyers and sellers. Analysts have highlighted the following key payment methods:

## Letters of Credit (LC)
Letters of Credit are a common and widely used payment method in international trade. They involve the buyer's bank guaranteeing payment to the seller upon the presentation of specified documents. This method provides security for both parties by ensuring that the seller receives payment once the conditions of the letter of credit are met [Data: Reports (106, 78, 46, 66, 5, +more)].

## Documentary Collections
Documentary Collections involve the exchange of shipping documents for payment. Banks act as intermediaries to ensure the transfer of goods and payment, providing a compromise between security and flexibility for both the buyer and the seller [Data: Reports (29, 24, 74, 59)].

## Open Account
Open Account is a payment method where goods are shipped and delivered before payment is due. It relies on trust between the parties but poses higher risks for the exporter. This method offers flexibility for the buyer but places more risk on the seller [Data: Reports (106, 29, 53, 52)].

## Advance Payment
Advance Payment requires the buyer to pay for goods before shipment. While offering security for the exporter, it may pose risks for the importer if goods are not delivered as agreed [Data: Reports (29, 81, 86, 87, 67, +more)].

## Consignment
Consignment involves the seller retaining ownership of the goods until they are sold by the buyer, sharing risks and rewards between the parties [Data: Reports (59, 53)].

## Cash in Advance
Cash in Advance requires the buyer to make full payment before the goods are shipped, offering the highest level of security for the seller but posing a significant risk for the buyer [Data: Reports (68, 96, 34, 89, 43)].

These payment methods vary in terms of security, risk allocation, and the level of trust required between the trading parties. Selecting the appropriate payment method is crucial for ensuring smooth and secure international trade transactions.
____________________________________
LLM calls: 21. LLM tokens: 77650

You can clearly see the difference in output quality between the two methods. GraphRAG is able to extract deeper insights from graph nodes, whereas traditional RAG struggles in this area. However, this comes at a higher cost - GraphRAG requires 11 LLM calls, leading to increased token usage. Both methods have their trade-offs, but there are ways to enhance their performance. For GraphRAG, using a local LLaMA model could reduce costs, while RAG has various optimization techniques available. Check out our repository for more details on improving both approaches