{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":674195139,"defaultBranch":"main","name":"GeoLLM","ownerLogin":"mraad","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2023-08-03T11:05:23.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/984730?v=4","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1705967410.0","currentOid":""},"activityList":{"items":[{"before":"2ee849cd578415066ca3609d5e5fd389627e25a2","after":"254f5db7b7045543ea19f53b5bc06f7a1c75b8fc","ref":"refs/heads/main","pushedAt":"2024-02-06T13:38:06.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added PySparkAI notebook.","shortMessageHtmlLink":"Added PySparkAI notebook."}},{"before":"b15abf4b563b976b5fc721c3be76ad7c4661b901","after":"2ee849cd578415066ca3609d5e5fd389627e25a2","ref":"refs/heads/main","pushedAt":"2024-01-31T16:28:41.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added PySparkAI notebook.","shortMessageHtmlLink":"Added PySparkAI notebook."}},{"before":"9531adb2d708060656e0a83362131891b57be550","after":"b15abf4b563b976b5fc721c3be76ad7c4661b901","ref":"refs/heads/main","pushedAt":"2024-01-28T15:11:25.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added PySparkAI notebook.","shortMessageHtmlLink":"Added PySparkAI notebook."}},{"before":"59e08c99990274221444fd09915cd62f4360eec4","after":"9531adb2d708060656e0a83362131891b57be550","ref":"refs/heads/main","pushedAt":"2024-01-27T19:00:09.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added ReGeoAct.ipynb notebook.","shortMessageHtmlLink":"Added ReGeoAct.ipynb notebook."}},{"before":"62da6d87628ad2a44dc52229e75f65f3f74fdf1e","after":"59e08c99990274221444fd09915cd62f4360eec4","ref":"refs/heads/main","pushedAt":"2024-01-22T23:50:10.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"9hsein5","name":"Hussein Ahmad","path":"/9hsein5","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/16114771?s=80&v=4"},"commit":{"message":"Bug Fix","shortMessageHtmlLink":"Bug Fix"}},{"before":"2978ea0f3b60fa3f42605450a19ab060b85e1694","after":"62da6d87628ad2a44dc52229e75f65f3f74fdf1e","ref":"refs/heads/main","pushedAt":"2024-01-22T08:40:07.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Updated AgentForHussein.ipynb","shortMessageHtmlLink":"Updated AgentForHussein.ipynb"}},{"before":"dcc04b7a1c71a42134e72a43da4b905c1b7131df","after":"2978ea0f3b60fa3f42605450a19ab060b85e1694","ref":"refs/heads/main","pushedAt":"2024-01-21T18:26:04.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added AgentForHussein.ipynb","shortMessageHtmlLink":"Added AgentForHussein.ipynb"}},{"before":"a9758c2ddcea3ebc3b961d87495471ec765e42e6","after":"dcc04b7a1c71a42134e72a43da4b905c1b7131df","ref":"refs/heads/main","pushedAt":"2024-01-21T18:22:13.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added AgentForHussein.ipynb","shortMessageHtmlLink":"Added AgentForHussein.ipynb"}},{"before":"6fe2de8978db75ad28643491b65bb965c87eb3ff","after":"a9758c2ddcea3ebc3b961d87495471ec765e42e6","ref":"refs/heads/main","pushedAt":"2023-11-08T15:55:27.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- added a README file\n- removed the deprecated code\n- added all required parameters as environment variables","shortMessageHtmlLink":"- added a README file"}},{"before":"f9f799b74caa110128f8e899c1258ba663ec9ee4","after":"6fe2de8978db75ad28643491b65bb965c87eb3ff","ref":"refs/heads/main","pushedAt":"2023-11-08T14:33:29.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- added optional function parameter validation function for each function call\n- when use a regular 'complete' call, also use the same function calls instead of using 'execute' command\n- deprecated original template approach","shortMessageHtmlLink":"- added optional function parameter validation function for each func…"}},{"before":"773c2effecdcbb7fcb6185d048f6538703828708","after":"f9f799b74caa110128f8e899c1258ba663ec9ee4","ref":"refs/heads/main","pushedAt":"2023-11-06T22:26:28.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- added support for GPT-4 funtion calls for geo-functions\n- added a web-server for demoing the geo-functions","shortMessageHtmlLink":"- added support for GPT-4 funtion calls for geo-functions"}},{"before":"856284b5b147ef2591e77e53fea30788fcf0644c","after":"773c2effecdcbb7fcb6185d048f6538703828708","ref":"refs/heads/main","pushedAt":"2023-09-21T18:01:42.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- changed to GPT-4 API","shortMessageHtmlLink":"- changed to GPT-4 API"}},{"before":"2ce6d68620d51954246ad793d0501c6fc62d341f","after":"856284b5b147ef2591e77e53fea30788fcf0644c","ref":"refs/heads/main","pushedAt":"2023-09-21T13:46:08.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- added some predefined S3 urls for Chicago Crime data so we don't need to have Chicago Crime data S3 url from user's input message\n- updated README to include 2 extra jar files required for accessing S3 buckets\n- updated prompt templates\n- added auto-checking lat/lon columns","shortMessageHtmlLink":"- added some predefined S3 urls for Chicago Crime data so we don't ne…"}},{"before":"db33296e387c3609663b80557336ce55da5f0b85","after":"2ce6d68620d51954246ad793d0501c6fc62d341f","ref":"refs/heads/main","pushedAt":"2023-09-11T15:04:56.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":" - added a new selection_tool2 function in geo_llm to figure tools/APIs to be used for the given message from user.\n - added a new API - chat2 - to process user's input once and output the final result without any further interactions with user.\n - added an auto-transform function to convert a string Date/time column to a timestamp so it can be easily used with SQL query\n - added a multi-tools-prompt-template for LLM to figure out multiple tools to use for the given message.","shortMessageHtmlLink":" - added a new selection_tool2 function in geo_llm to figure tools/AP…"}},{"before":"af7e06df7dfaef5ead5843478ec9bfa5ed58562c","after":"db33296e387c3609663b80557336ce55da5f0b85","ref":"refs/heads/main","pushedAt":"2023-09-03T18:23:50.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":" - changed data analysis output to JSON and related change in the data analysis template\n - changed LLM temperature from 0.01 to 0.05 to avoid LLM stuck in an identical return\n - return geo-binning output as URL to the output geojson file so the analysis result can be displayed in the map.\n - added CORS support","shortMessageHtmlLink":" - changed data analysis output to JSON and related change in the dat…"}},{"before":"3f886d3f0df4483e8bc83d67db9489d1673afbfd","after":"af7e06df7dfaef5ead5843478ec9bfa5ed58562c","ref":"refs/heads/main","pushedAt":"2023-08-30T20:01:16.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":" - change create_geo_bins template to return variables\n - added geofunction custom Python code as a code_template for create_geo_bins","shortMessageHtmlLink":" - change create_geo_bins template to return variables"}},{"before":"9b10e12f8209029fdbd95252e4dec510e234117e","after":"3f886d3f0df4483e8bc83d67db9489d1673afbfd","ref":"refs/heads/main","pushedAt":"2023-08-29T19:30:46.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":" - change LLM API access to esriChatGPT\n - some minor fixes","shortMessageHtmlLink":" - change LLM API access to esriChatGPT"}},{"before":"06bc4abd405dc8aace5c72df69d3199058eaa8d1","after":"9b10e12f8209029fdbd95252e4dec510e234117e","ref":"refs/heads/main","pushedAt":"2023-08-25T13:16:41.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Fixed typo in environment.yml","shortMessageHtmlLink":"Fixed typo in environment.yml"}},{"before":"d6f5e32199cedf69d29398454eb2fb94c778a086","after":"06bc4abd405dc8aace5c72df69d3199058eaa8d1","ref":"refs/heads/main","pushedAt":"2023-08-24T21:07:18.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":" - migrated notebook code to geollm folder\n - created a FastAPI based simple app","shortMessageHtmlLink":" - migrated notebook code to geollm folder"}},{"before":"68cebf6ae678e2606695c952dbba9deb42d177d0","after":"d6f5e32199cedf69d29398454eb2fb94c778a086","ref":"refs/heads/main","pushedAt":"2023-08-23T22:28:36.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"commented out some cells","shortMessageHtmlLink":"commented out some cells"}},{"before":"18b9ee2f07d67e0872337455c99207e408830793","after":"68cebf6ae678e2606695c952dbba9deb42d177d0","ref":"refs/heads/main","pushedAt":"2023-08-23T18:38:04.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"- remove S3 stuff","shortMessageHtmlLink":"- remove S3 stuff"}},{"before":"458fff3eada3cf588fe24e8b21d1ea142b67718e","after":"18b9ee2f07d67e0872337455c99207e408830793","ref":"refs/heads/main","pushedAt":"2023-08-23T17:59:12.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"added an agent class to process message from a client.","shortMessageHtmlLink":"added an agent class to process message from a client."}},{"before":"4446d348b2a1e50c61e593362bd8babbef0a15b3","after":"458fff3eada3cf588fe24e8b21d1ea142b67718e","ref":"refs/heads/main","pushedAt":"2023-08-18T16:23:46.000Z","pushType":"push","commitsCount":3,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"added a new function to output the geo binning results to a local disk (with a new template) - 2.","shortMessageHtmlLink":"added a new function to output the geo binning results to a local dis…"}},{"before":"b09d360006a128c45a68a59209f59d1e8372f290","after":"4446d348b2a1e50c61e593362bd8babbef0a15b3","ref":"refs/heads/main","pushedAt":"2023-08-18T11:53:38.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Updated geollm_notebook.ipynb","shortMessageHtmlLink":"Updated geollm_notebook.ipynb"}},{"before":"ed624e072c7ee02370b98f7f2dadd6e9c84b616c","after":"b09d360006a128c45a68a59209f59d1e8372f290","ref":"refs/heads/main","pushedAt":"2023-08-18T11:46:10.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Updated geollm_notebook.ipynb","shortMessageHtmlLink":"Updated geollm_notebook.ipynb"}},{"before":"d3d0675ed9caa3984af04c3245968ff35687692f","after":"ed624e072c7ee02370b98f7f2dadd6e9c84b616c","ref":"refs/heads/main","pushedAt":"2023-08-17T22:30:22.000Z","pushType":"push","commitsCount":3,"pusher":{"login":"FrankXia","name":"Frank Xia","path":"/FrankXia","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/4430520?s=80&v=4"},"commit":{"message":"changed template to include show map though the code was generated correctly but the execution didn't result in a live map.","shortMessageHtmlLink":"changed template to include show map though the code was generated co…"}},{"before":"32b08727306030403fe1bee13f795c4dff712d8f","after":"d3d0675ed9caa3984af04c3245968ff35687692f","ref":"refs/heads/main","pushedAt":"2023-08-17T16:43:35.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added Miami data","shortMessageHtmlLink":"Added Miami data"}},{"before":"363072ed0b86236c5788e671d4e703c120121e6f","after":"32b08727306030403fe1bee13f795c4dff712d8f","ref":"refs/heads/main","pushedAt":"2023-08-16T15:01:25.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"9hsein5","name":"Hussein Ahmad","path":"/9hsein5","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/16114771?s=80&v=4"},"commit":{"message":"GeoLLM Notebook","shortMessageHtmlLink":"GeoLLM Notebook"}},{"before":"3541d983314b2445566e5322621db154193ab30e","after":"363072ed0b86236c5788e671d4e703c120121e6f","ref":"refs/heads/main","pushedAt":"2023-08-16T14:24:52.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added sample notebook to demo spatial binning.","shortMessageHtmlLink":"Added sample notebook to demo spatial binning."}},{"before":"57a081195166abb12cde5ac0d42d355bb6b53246","after":"3541d983314b2445566e5322621db154193ab30e","ref":"refs/heads/main","pushedAt":"2023-08-03T14:45:23.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"mraad","name":"Mansour","path":"/mraad","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/984730?s=80&v=4"},"commit":{"message":"Added sample notebook to demo spatial binning.","shortMessageHtmlLink":"Added sample notebook to demo spatial binning."}}],"hasNextPage":true,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks8AAAAD82QnYgA","startCursor":null,"endCursor":null}},"title":"Activity · mraad/GeoLLM"}