GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.
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create_final_entitiesβ Errors occurred during the pipeline run, see logs for more details. #93
π create_base_text_units id ... n_tokens 0 9b2b49ec1f8232b40a6957113d8342b7 ... 512 1 14f6ddb1ff66c570630cea7faaee3c5e ... 512 2 5180391c4178d034099a34dae9392937 ... 512 3 ba5867c4a0592bd64c62eccb109739e2 ... 512 4 311a117926651d398a27f66cae272024 ... 512 5 bae51fd05cd2e43b518f68e87ab51744 ... 512 6 44670a4f299fe2a7d7bbfae813c7affe ... 512 7 db274fe346988c2d73e956f2b8035f0d ... 512 8 a64517a8aa5dc5f8a861d4c9ce515394 ... 512 9 c8ace7a5e9464a24da5bafae56c82b26 ... 512 10 4fb3a346414b420aa52d429debc0de99 ... 512 11 960f119425ce25bc906cee5569d556e7 ... 351 12 b1365ab133c6be5ea45465f8f66fde20 ... 512 13 2790f03c21ca0d9a522e2c1276ad4f6e ... 512 14 7393bb6f9d3837d8e11cfbef8c7d7959 ... 512 15 3b302bec9259fbca0cf68da76392935c ... 512 16 86f10a539a2dae71ed0fb369a39cb0a5 ... 512 17 1e6b8071c30040b985c9f084d73831fb ... 512 18 b01ac6d637b8d31e396081208c8162d0 ... 512 19 136e4bfffb45ced656433f414fdc6b2f ... 512 20 fa424ca04288f43c5c699afb0d603c44 ... 512 21 fffe8fad4dcfa583ff169283eb78ecb3 ... 512 22 e78095af9990d29b641c393cc4eef335 ... 512 23 7fb26cfacb7049c44680dc8301da770f ... 512 24 73f5b09aa4346c6324664d57dd868e8c ... 512 25 fa83531962b067f9e048396a31135c9e ... 512 26 92dc318eef4563c8f3fa73fb7b3978bc ... 512 27 82d1d20cbed7dd86fe58e59fed8d44ad ... 512 28 1647a94c674950bc1429d956f341aba2 ... 512 29 bea216e0fcc7f946f0033c137012a930 ... 512 30 0888854b6766d37662902e4d32772d60 ... 512 31 bc8c1b71a9bc00c67a64198dae0f5a42 ... 512 32 c69e8300c5e976bc2e0c66e470f0371b ... 512 33 10f68536dac42a1fe1015b64ac551c32 ... 512 34 c08200d48689acf908730b5b5a937f1a ... 512 35 dd615bbb350414d251cb1083b3142230 ... 512 36 cfd357f03ebd53bb7b20477337baa849 ... 512 37 65e8dd210ebbbf33013fa2f40f86c71a ... 512 38 70bb442f494ac5321d4f1d3bc233e919 ... 512 39 56de28d5378ea95f859724f171540a25 ... 512 40 7959e16097062f8a4801b98295269a6a ... 512 41 2e431df92f1954d7fdf7449771dac2e1 ... 512 42 48a7645a66fe18b7377a1a842f7242b0 ... 512 43 e8c373a905cc6ee3e696c2eb69267455 ... 512 44 b0d8a0ab9b482ef83c81415c6fcb22c9 ... 512 45 777a1482c060a064af315a8488df370a ... 512 46 4d8b21398c70d24c39cd26cfa1dba5c0 ... 512 47 39bb4090056fa3afa0591e818ff2e48b ... 512 48 a2e84db4531e11bb05a5e5cbdb285bb8 ... 512 49 b57944edc55bf9a8ed604f132186cac1 ... 512 50 8d4a6778098c667728901fd5eb6ae286 ... 512 51 0811d9716cba27dcf5ea6e92aa1e9c14 ... 512 52 c4d44d325061282d6b5587ff3f292d20 ... 512 53 221b04279ff2633a5d567aa14627c640 ... 512 54 27db6082de83c767fdf0aab225ff9768 ... 512 55 cda9b37513bc2f8036dfff4a389184d7 ... 219
[56 rows x 5 columns] π create_base_extracted_entities entity_graph 0 <graphml xmlns="http://graphml.graphdrawing.or... π create_summarized_entities entity_graph 0 <graphml xmlns="http://graphml.graphdrawing.or... π create_base_entity_graph level clustered_graph 0 0 <graphml xmlns="http://graphml.graphdrawing.or... 1 1 <graphml xmlns="http://graphml.graphdrawing.or... /home/ubuntu/miniconda3/envs/graphrag-local/lib/python3.12/site-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) β create_final_entities None β GraphRAG Indexer βββ Loading Input (InputFileType.text) - 2 files loaded (0 filtered) ββββββββββββββββββββββββββββββββββββββββ 100% 0:00:00 0:00:00 βββ create_base_text_units βββ create_base_extracted_entities βββ create_summarized_entities βββ create_base_entity_graph βββ create_final_entitiesβ Errors occurred during the pipeline run, see logs for more details.
I'm now trying to index a small file to test how to use this tool but failed to create_final_entities.