diff --git a/.semversioner/next-release/patch-20241126215650769602.json b/.semversioner/next-release/patch-20241126215650769602.json new file mode 100644 index 0000000000..bd384d0f4e --- /dev/null +++ b/.semversioner/next-release/patch-20241126215650769602.json @@ -0,0 +1,4 @@ +{ + "type": "patch", + "description": "Fix question gen." +} diff --git a/dictionary.txt b/dictionary.txt index 0288faac9a..e2ea99f021 100644 --- a/dictionary.txt +++ b/dictionary.txt @@ -24,6 +24,7 @@ getcwd fillna noqa dtypes +ints # Azure abfs @@ -167,6 +168,7 @@ FIRUZABAD Krohaara KROHAARA POKRALLY +René Tazbah TIRUZIA Tiruzia diff --git a/docs/blog_posts.md b/docs/blog_posts.md index b2467a1371..2ff64abcea 100644 --- a/docs/blog_posts.md +++ b/docs/blog_posts.md @@ -38,4 +38,10 @@ By Bryan Li, Research Intern; [Ha Trinh](https://www.microsoft.com/en-us/research/people/trinhha/), Senior Data Scientist; [Darren Edge](https://www.microsoft.com/en-us/research/people/daedge/), Senior Director; [Jonathan Larson](https://www.microsoft.com/en-us/research/people/jolarso/), Senior Principal Data Architect +- [:octicons-arrow-right-24: __LazyGraphRAG: Setting a new standard for quality and cost__](https://www.microsoft.com/en-us/research/blog/lazygraphrag-setting-a-new-standard-for-quality-and-cost/) + + --- +
\n", + " | level | \n", + "title | \n", + "type | \n", + "description | \n", + "source_id | \n", + "community | \n", + "degree | \n", + "human_readable_id | \n", + "id | \n", + "size | \n", + "graph_embedding | \n", + "top_level_node_id | \n", + "x | \n", + "y | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "0 | \n", + "ALEX MERCER | \n", + "PERSON | \n", + "Alex Mercer is a commanding and strategic figu... | \n", + "06bdff339c02ab35c80fa49320d5da66,1f2c6c263f168... | \n", + "3 | \n", + "57 | \n", + "0 | \n", + "b45241d70f0e43fca764df95b2b81f77 | \n", + "57 | \n", + "None | \n", + "b45241d70f0e43fca764df95b2b81f77 | \n", + "0 | \n", + "0 | \n", + "
1 | \n", + "0 | \n", + "TAYLOR CRUZ | \n", + "PERSON | \n", + "Taylor Cruz is a central and commanding figure... | \n", + "06bdff339c02ab35c80fa49320d5da66,1f2c6c263f168... | \n", + "3 | \n", + "52 | \n", + "1 | \n", + "4119fd06010c494caa07f439b333f4c5 | \n", + "52 | \n", + "None | \n", + "4119fd06010c494caa07f439b333f4c5 | \n", + "0 | \n", + "0 | \n", + "
2 | \n", + "0 | \n", + "JORDAN HAYES | \n", + "PERSON | \n", + "Dr. Jordan Hayes is a central figure at Dulce ... | \n", + "06bdff339c02ab35c80fa49320d5da66,1f2c6c263f168... | \n", + "3 | \n", + "48 | \n", + "2 | \n", + "d3835bf3dda84ead99deadbeac5d0d7d | \n", + "48 | \n", + "None | \n", + "d3835bf3dda84ead99deadbeac5d0d7d | \n", + "0 | \n", + "0 | \n", + "
3 | \n", + "0 | \n", + "SAM RIVERA | \n", + "PERSON | \n", + "Sam Rivera is a key operator and technologist ... | \n", + "06bdff339c02ab35c80fa49320d5da66,1b603cdb97651... | \n", + "3 | \n", + "48 | \n", + "3 | \n", + "077d2820ae1845bcbb1803379a3d1eae | \n", + "48 | \n", + "None | \n", + "077d2820ae1845bcbb1803379a3d1eae | \n", + "0 | \n", + "0 | \n", + "
4 | \n", + "0 | \n", + "PARANORMAL MILITARY SQUAD | \n", + "ORGANIZATION | \n", + "The Paranormal Military Squad is a specialized... | \n", + "06bdff339c02ab35c80fa49320d5da66,2db9206de77cf... | \n", + "3 | \n", + "48 | \n", + "4 | \n", + "3671ea0dd4e84c1a9b02c5ab2c8f4bac | \n", + "48 | \n", + "None | \n", + "3671ea0dd4e84c1a9b02c5ab2c8f4bac | \n", + "0 | \n", + "0 | \n", + "
\n", + " | source | \n", + "target | \n", + "weight | \n", + "description | \n", + "text_unit_ids | \n", + "id | \n", + "human_readable_id | \n", + "source_degree | \n", + "target_degree | \n", + "rank | \n", + "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "ALEX MERCER | \n", + "TAYLOR CRUZ | \n", + "21.0 | \n", + "Alex Mercer and Taylor Cruz are integral membe... | \n", + "[06bdff339c02ab35c80fa49320d5da66, 1f2c6c263f1... | \n", + "148fffeb994541b2b4b6dcefda7001a8 | \n", + "0 | \n", + "57 | \n", + "52 | \n", + "109 | \n", + "
1 | \n", + "ALEX MERCER | \n", + "JORDAN HAYES | \n", + "25.0 | \n", + "Alex Mercer and Jordan Hayes are integral team... | \n", + "[06bdff339c02ab35c80fa49320d5da66, 1f2c6c263f1... | \n", + "89c08e793298442686292454a1abff31 | \n", + "1 | \n", + "57 | \n", + "48 | \n", + "105 | \n", + "
2 | \n", + "ALEX MERCER | \n", + "SAM RIVERA | \n", + "20.0 | \n", + "Alex Mercer and Sam Rivera are integral member... | \n", + "[06bdff339c02ab35c80fa49320d5da66, 1f2c6c263f1... | \n", + "0467928aa65e4a4fba62bdb1467e3a54 | \n", + "2 | \n", + "57 | \n", + "48 | \n", + "105 | \n", + "
3 | \n", + "ALEX MERCER | \n", + "OPERATION: DULCE BRIEFING ROOM | \n", + "1.0 | \n", + "Alex Mercer was present in the Operation: Dulc... | \n", + "[06bdff339c02ab35c80fa49320d5da66] | \n", + "43c3390303c6476cb65f584e37c3e81c | \n", + "3 | \n", + "57 | \n", + "4 | \n", + "61 | \n", + "
4 | \n", + "ALEX MERCER | \n", + "PARANORMAL MILITARY SQUAD | \n", + "20.0 | \n", + "Alex Mercer is a prominent and influential lea... | \n", + "[06bdff339c02ab35c80fa49320d5da66, 2db9206de77... | \n", + "fa14b16c17e3417dba5a4b473ea5b18d | \n", + "4 | \n", + "57 | \n", + "48 | \n", + "105 | \n", + "
\n", + " | community | \n", + "full_content | \n", + "level | \n", + "rank | \n", + "title | \n", + "rank_explanation | \n", + "summary | \n", + "findings | \n", + "full_content_json | \n", + "id | \n", + "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "10 | \n", + "# Paranormal Military Squad at Dulce Base: Dec... | \n", + "1 | \n", + "8.5 | \n", + "Paranormal Military Squad at Dulce Base: Decod... | \n", + "The impact severity rating is high due to the ... | \n", + "The Paranormal Military Squad, stationed at Du... | \n", + "[{'explanation': 'Jordan is a central figure i... | \n", + "{\\n \"title\": \"Paranormal Military Squad at ... | \n", + "1ba2d200-dd26-4693-affe-a5539d0a0e0d | \n", + "
1 | \n", + "11 | \n", + "# Dulce and Paranormal Military Squad Operatio... | \n", + "1 | \n", + "8.5 | \n", + "Dulce and Paranormal Military Squad Operations | \n", + "The impact severity rating is high due to the ... | \n", + "The community centers around Dulce, a secretiv... | \n", + "[{'explanation': 'Dulce is described as a top-... | \n", + "{\\n \"title\": \"Dulce and Paranormal Military... | \n", + "a8a530b0-ae6b-44ea-b11c-9f70d138298d | \n", + "
2 | \n", + "12 | \n", + "# Paranormal Military Squad and Dulce Base Ope... | \n", + "1 | \n", + "7.5 | \n", + "Paranormal Military Squad and Dulce Base Opera... | \n", + "The impact severity rating is relatively high ... | \n", + "The community centers around the Paranormal Mi... | \n", + "[{'explanation': 'Taylor is a central figure w... | \n", + "{\\n \"title\": \"Paranormal Military Squad and... | \n", + "0478975b-c805-4cc1-b746-82f3e689e2f3 | \n", + "
3 | \n", + "13 | \n", + "# Mission Dynamics and Leadership: Cruz and Wa... | \n", + "1 | \n", + "7.5 | \n", + "Mission Dynamics and Leadership: Cruz and Wash... | \n", + "The impact severity rating is relatively high ... | \n", + "This report explores the intricate dynamics of... | \n", + "[{'explanation': 'Cruz is a central figure in ... | \n", + "{\\n \"title\": \"Mission Dynamics and Leadersh... | \n", + "b56f6e68-3951-4f07-8760-63700944a375 | \n", + "
4 | \n", + "14 | \n", + "# Dulce Base and Paranormal Military Squad: Br... | \n", + "1 | \n", + "8.5 | \n", + "Dulce Base and Paranormal Military Squad: Brid... | \n", + "The impact severity rating is high due to the ... | \n", + "The community centers around the Dulce Base, a... | \n", + "[{'explanation': 'Sam Rivera, a member of the ... | \n", + "{\\n \"title\": \"Dulce Base and Paranormal Mil... | \n", + "736e7006-d050-4abb-a122-00febf3f540f | \n", + "
\n", + " | id | \n", + "text | \n", + "n_tokens | \n", + "document_ids | \n", + "entity_ids | \n", + "relationship_ids | \n", + "covariate_ids | \n", + "
---|---|---|---|---|---|---|---|
0 | \n", + "06bdff339c02ab35c80fa49320d5da66 | \n", + "# Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru... | \n", + "600 | \n", + "[958fdd043f17ade63cb13570b59df295] | \n", + "[b45241d70f0e43fca764df95b2b81f77, 4119fd06010... | \n", + "[148fffeb994541b2b4b6dcefda7001a8, 89c08e79329... | \n", + "[439081a3-bfeb-4693-968a-0f6189d8fa50, 3399e3d... | \n", + "
1 | \n", + "28dc4aa41a3e99deb7f354682f3e9904 | \n", + "'s authoritarian performance. _Protocols_, Jor... | \n", + "600 | \n", + "[958fdd043f17ade63cb13570b59df295] | \n", + "[4119fd06010c494caa07f439b333f4c5, 077d2820ae1... | \n", + "[9a6f414210e14841a5b0e661aedc898d, db541b72609... | \n", + "[b09594cb-d4b7-4de4-a1af-97778300eb1b, f7c5ea4... | \n", + "
2 | \n", + "813db3138ef511c34be86f841f68aa8f | \n", + ", rehearsing the speech for their subordinates... | \n", + "600 | \n", + "[958fdd043f17ade63cb13570b59df295] | \n", + "[b45241d70f0e43fca764df95b2b81f77, 077d2820ae1... | \n", + "[0467928aa65e4a4fba62bdb1467e3a54, 7cc3356d38d... | \n", + "[7642fe21-7cb9-4428-848b-d2e3f5ab10ca, 6fe3d6c... | \n", + "
3 | \n", + "d0afd106abf3a2966ff88a99eef710db | \n", + ", weighing his words carefully. \"Our tech is t... | \n", + "600 | \n", + "[958fdd043f17ade63cb13570b59df295] | \n", + "[b45241d70f0e43fca764df95b2b81f77, 4119fd06010... | \n", + "[148fffeb994541b2b4b6dcefda7001a8, 89c08e79329... | \n", + "[956e4c22-e343-4b5d-ad3c-d44ca3ce5fb5] | \n", + "
4 | \n", + "f4c7c95d7bf621c6eb73d331cbf0b608 | \n", + "stepping into their exchange. The authority i... | \n", + "600 | \n", + "[958fdd043f17ade63cb13570b59df295] | \n", + "[077d2820ae1845bcbb1803379a3d1eae, 1fd3fa8bb5a... | \n", + "[478e4c72d8fb46dd8cc9f0691c9878fd, 82b0446e7c9... | \n", + "[a54eda4d-b5bf-471d-989f-370eb9aff961, 9f85274... | \n", + "
\n", + " | id | \n", + "entity | \n", + "description | \n", + "number of relationships | \n", + "in_context | \n", + "
---|---|---|---|---|---|
0 | \n", + "17 | \n", + "DR. JORDAN HAYES | \n", + "Dr. Jordan Hayes is a key scientist at Dulce B... | \n", + "18 | \n", + "True | \n", + "
1 | \n", + "7 | \n", + "JORDAN | \n", + "Jordan Hayes is a key member of the Paranormal... | \n", + "22 | \n", + "True | \n", + "
2 | \n", + "2 | \n", + "JORDAN HAYES | \n", + "Dr. Jordan Hayes is a central figure at Dulce ... | \n", + "48 | \n", + "True | \n", + "
3 | \n", + "47 | \n", + "DR. HAYES | \n", + "Dr. Hayes is a scientist working on understand... | \n", + "1 | \n", + "True | \n", + "
4 | \n", + "10 | \n", + "AGENT HAYES | \n", + "Agent Hayes is known for emphasizing empowerme... | \n", + "4 | \n", + "True | \n", + "
\n", + " | id | \n", + "source | \n", + "target | \n", + "description | \n", + "weight | \n", + "links | \n", + "in_context | \n", + "
---|---|---|---|---|---|---|---|
0 | \n", + "260 | \n", + "JORDAN | \n", + "DR. JORDAN HAYES | \n", + "Dr. Jordan Hayes and Jordan refer to the same ... | \n", + "1.0 | \n", + "1 | \n", + "True | \n", + "
1 | \n", + "50 | \n", + "ALEX MERCER | \n", + "JORDAN | \n", + "Alex Mercer values Jordan's analytical approac... | \n", + "1.0 | \n", + "2 | \n", + "True | \n", + "
2 | \n", + "26 | \n", + "ALEX MERCER | \n", + "DR. JORDAN HAYES | \n", + "Alex Mercer and Dr. Jordan Hayes are collabora... | \n", + "5.0 | \n", + "2 | \n", + "True | \n", + "
3 | \n", + "77 | \n", + "TAYLOR CRUZ | \n", + "JORDAN | \n", + "Jordan and Taylor Cruz are team members workin... | \n", + "4.0 | \n", + "2 | \n", + "True | \n", + "
4 | \n", + "82 | \n", + "TAYLOR CRUZ | \n", + "DR. JORDAN HAYES | \n", + "Dr. Jordan Hayes and Taylor Cruz are colleague... | \n", + "4.0 | \n", + "2 | \n", + "True | \n", + "