Summary

• Upgraded transformers to support Gemma
• Fixed HF token integration
• New docs and blog
• Fixes for streaming transformers

What's Changed

• Install macos deps on arm64 by @levkk in https://github.com/postgresml/postgresml/pull/1248
• pgml sdk rag example by @santiatpml in https://github.com/postgresml/postgresml/pull/1249
• Dan gitbook fix 1 by @chillenberger in https://github.com/postgresml/postgresml/pull/1247
• Dan docs update by @chillenberger in https://github.com/postgresml/postgresml/pull/1250
• should be ok not 400 by @chillenberger in https://github.com/postgresml/postgresml/pull/1251
• Dan docs 2 by @chillenberger in https://github.com/postgresml/postgresml/pull/1252
• keep turbo working during 404 on cms by @chillenberger in https://github.com/postgresml/postgresml/pull/1253
• update dependencies, for xgboost 2.0.3 by @montanalow in https://github.com/postgresml/postgresml/pull/1257
• [docs] Update local installation guide by @nickcanz in https://github.com/postgresml/postgresml/pull/1262
• Store errors in thread status by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1263
• fix typo by @montanalow in https://github.com/postgresml/postgresml/pull/1267
• deploy specific models by @montanalow in https://github.com/postgresml/postgresml/pull/1265
• Allow for users to pass in a quantization config by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1269
• update deps by @montanalow in https://github.com/postgresml/postgresml/pull/1270
• Working chatbot streaming by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1228
• Dan Codemirror docs by @chillenberger in https://github.com/postgresml/postgresml/pull/1271
• Clean up the chatbot module by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1274
• Revert "GITBOOK-117: No subject" by @montanalow in https://github.com/postgresml/postgresml/pull/1275
• Activate venv at server start and remove the check from functions by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1276
• cotton candy theme syntax highlites by @montanalow in https://github.com/postgresml/postgresml/pull/1278
• add a set of canonical urls for renamed docs/blogs by @montanalow in https://github.com/postgresml/postgresml/pull/1280
• Dan doc link fix by @chillenberger in https://github.com/postgresml/postgresml/pull/1281
• fix link block html by @chillenberger in https://github.com/postgresml/postgresml/pull/1282
• trigger toc on click change by @chillenberger in https://github.com/postgresml/postgresml/pull/1283
• expose for all contexts by @montanalow in https://github.com/postgresml/postgresml/pull/1284
• update doc links by @montanalow in https://github.com/postgresml/postgresml/pull/1286
• more links by @montanalow in https://github.com/postgresml/postgresml/pull/1287
• handle model deploy when no metrics to compare by @ChuckHend in https://github.com/postgresml/postgresml/pull/1289
• add author by @levkk in https://github.com/postgresml/postgresml/pull/1291
• Dan blog landing page by @chillenberger in https://github.com/postgresml/postgresml/pull/1294
• Fix /blog link in dashboard by @levkk in https://github.com/postgresml/postgresml/pull/1295
• Dan thumbnail update by @chillenberger in https://github.com/postgresml/postgresml/pull/1297
• fix doctype by @chillenberger in https://github.com/postgresml/postgresml/pull/1301
• update deeplink by @chillenberger in https://github.com/postgresml/postgresml/pull/1304
• quick fix by @chillenberger in https://github.com/postgresml/postgresml/pull/1305
• SQLx upgrade to 0.7.3 by @levkk in https://github.com/postgresml/postgresml/pull/1311
• Fix merge by @levkk in https://github.com/postgresml/postgresml/pull/1315
• Fix a few typos by @levkk in https://github.com/postgresml/postgresml/pull/1316
• Dan doc landing page by @chillenberger in https://github.com/postgresml/postgresml/pull/1320
• Fix dtabase typo by @levkk in https://github.com/postgresml/postgresml/pull/1321
• fix gitbook merge by @levkk in https://github.com/postgresml/postgresml/pull/1322
• Bump transformers. Fix HF token by @levkk in https://github.com/postgresml/postgresml/pull/1323

New Contributors

• @nickcanz made their first contribution in https://github.com/postgresml/postgresml/pull/1262
• @ChuckHend made their first contribution in https://github.com/postgresml/postgresml/pull/1289

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.8.1...v2.8.2

Big stuff

• Added support for streaming LLMs.
• Upgraded to PyTorch 2.1

Changelog

• add list item to take color, small refactors by @chillenberger in https://github.com/postgresml/postgresml/pull/1126
• Updated according to qa by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1127
• Added TransformerPipeline by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1128
• Added decent questions to the chatbot by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1129
• Updated endpoint by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1130
• Dont show embedding projects, yet by @levkk in https://github.com/postgresml/postgresml/pull/1132
• update plan to pricing url by @chillenberger in https://github.com/postgresml/postgresml/pull/1133
• Small updates and fixes to tests and the transformer pipeline by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1136
• Fix type for transformer pipeline for js by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1137
• Dan marketing nav rebuild by @chillenberger in https://github.com/postgresml/postgresml/pull/1138
• spell check by @chillenberger in https://github.com/postgresml/postgresml/pull/1139
• Update template.html by @chillenberger in https://github.com/postgresml/postgresml/pull/1140
• small screen top nav background contrast by @chillenberger in https://github.com/postgresml/postgresml/pull/1141
• Invalid forms style by @levkk in https://github.com/postgresml/postgresml/pull/1143
• add company to nav by @chillenberger in https://github.com/postgresml/postgresml/pull/1144
• Dan new footer by @chillenberger in https://github.com/postgresml/postgresml/pull/1148
• add reindex to syntax highlight by @chillenberger in https://github.com/postgresml/postgresml/pull/1149
• Add streaming by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1145
• Updated to support streaming by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1151
• Migration for 2.8.0 by @levkk in https://github.com/postgresml/postgresml/pull/1152
• Move PythonIterator into its own function by @levkk in https://github.com/postgresml/postgresml/pull/1156
• pgml-components watch by @levkk in https://github.com/postgresml/postgresml/pull/1157
• make TransformStreamIterator::new pub by @kczimm in https://github.com/postgresml/postgresml/pull/1162
• Update extension for cloud streaming use by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1163
• Added support for llama and mistral GPTQ models by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1164
• Made transformers_pipeline public by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1166
• Added peft by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1167
• Bust CI cache to fix version mismatch by @levkk in https://github.com/postgresml/postgresml/pull/1170
• Upgrade to Rocket 0.5 by @levkk in https://github.com/postgresml/postgresml/pull/1171
• Revert "Upgrade to Rocket 0.5" by @levkk in https://github.com/postgresml/postgresml/pull/1177
• items for contact page update by @chillenberger in https://github.com/postgresml/postgresml/pull/1178
• Dont reload on HTML/Rust changes by @levkk in https://github.com/postgresml/postgresml/pull/1179
• Fix warnings by @levkk in https://github.com/postgresml/postgresml/pull/1180
• Added pyarrow==11.0.0 to requirements to solve postgres segfault by @ns1000 in https://github.com/postgresml/postgresml/pull/1182
• make DROPs safer by default by @montanalow in https://github.com/postgresml/postgresml/pull/1184
• Revert "make DROPs safer by default" by @montanalow in https://github.com/postgresml/postgresml/pull/1185
• add careers by @montanalow in https://github.com/postgresml/postgresml/pull/1176
• Fix clippy lints by @kczimm in https://github.com/postgresml/postgresml/pull/1188
• Add prettier by @levkk in https://github.com/postgresml/postgresml/pull/1189
• fix warnings by @montanalow in https://github.com/postgresml/postgresml/pull/1193
• Montana/norly by @montanalow in https://github.com/postgresml/postgresml/pull/1194
• more env by @montanalow in https://github.com/postgresml/postgresml/pull/1195
• Fix Gitbook relative links by @levkk in https://github.com/postgresml/postgresml/pull/1196
• Dan notification banner by @chillenberger in https://github.com/postgresml/postgresml/pull/1197
• prevent warnings by @chillenberger in https://github.com/postgresml/postgresml/pull/1198
• add formerly twitter in footer by @chillenberger in https://github.com/postgresml/postgresml/pull/1204
• Dan resize site by @chillenberger in https://github.com/postgresml/postgresml/pull/1207
• Added OpenSourceAI and conversational support in the extension by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1206
• General clean ups by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1208
• fix breadcrumb, nav, bug by @chillenberger in https://github.com/postgresml/postgresml/pull/1209
• Working streaming tokenizer by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1210
• Python & JavaScript CLI by @levkk in https://github.com/postgresml/postgresml/pull/1201
• bump sdk for dashboard by @montanalow in https://github.com/postgresml/postgresml/pull/1211
• handle nav sections, badly by @montanalow in https://github.com/postgresml/postgresml/pull/1212
• rust by default by @montanalow in https://github.com/postgresml/postgresml/pull/1213
• use CLI by @montanalow in https://github.com/postgresml/postgresml/pull/1214
• Readme: Fix docs link to quick start with Docker by @spinscale in https://github.com/postgresml/postgresml/pull/1216
• Updated the social share for open source ai by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1217
• fixing bugs by @chillenberger in https://github.com/postgresml/postgresml/pull/1218
• Added correct timeout by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1219
• For max tokens using max new tokens instead of max_length by @santiatpml in https://github.com/postgresml/postgresml/pull/1220
• Updated to use parking_lot and cleaned up tests by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1221
• Bumped version by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1222
• Dan alert notification update by @chillenberger in https://github.com/postgresml/postgresml/pull/1223
• quick fix to sdk to fix warnings by @chillenberger in https://github.com/postgresml/postgresml/pull/1224
• add the link by @chillenberger in https://github.com/postgresml/postgresml/pull/1225
• update pgrx by @montanalow in https://github.com/postgresml/postgresml/pull/1229
• rocket macros use deprecated lints by @montanalow in https://github.com/postgresml/postgresml/pull/1230
• gitbook page link cleanup by @montanalow in https://github.com/postgresml/postgresml/pull/1231
• trim warnings by @montanalow in https://github.com/postgresml/postgresml/pull/1232
• Dan fix head by @chillenberger in https://github.com/postgresml/postgresml/pull/1233
• make sortable available to notebooks by @chillenberger in https://github.com/postgresml/postgresml/pull/1234
• Dan inter file name change by @chillenberger in https://github.com/postgresml/postgresml/pull/1235
• freeze all requirements and document the project requirements by @montanalow in https://github.com/postgresml/postgresml/pull/1236
• update Cargo.lock by @montanalow in https://github.com/postgresml/postgresml/pull/1237
• pgml chat opensourceai by @santiatpml in https://github.com/postgresml/postgresml/pull/1238
• Working simple python thread metrics by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1239
• add missing linux requirements by @montanalow in https://github.com/postgresml/postgresml/pull/1240
• Dont crash watch on error by @levkk in https://github.com/postgresml/postgresml/pull/1241
• Skip decoding special tokens by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1244
• Added filename and modulename by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1245
• freeze all dependencies based on platform by @montanalow in https://github.com/postgresml/postgresml/pull/1246

New Contributors

• @ns1000 made their first contribution in https://github.com/postgresml/postgresml/pull/1182
• @spinscale made their first contribution in https://github.com/postgresml/postgresml/pull/1216

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.13...v2.8.1

Extension

Added support for Mistral AI and GGUF and Qwen.

What's Changed

• Document packages and release process by @levkk in https://github.com/postgresml/postgresml/pull/1113
• Dan updates for post mvp dbs by @chillenberger in https://github.com/postgresml/postgresml/pull/1117
• pgml chat with history + additional functionality by @santiatpml in https://github.com/postgresml/postgresml/pull/1047
• Dan update select value by @chillenberger in https://github.com/postgresml/postgresml/pull/1119
• Fix ubuntu package and docker image deployment workflow by @tigitz in https://github.com/postgresml/postgresml/pull/1120
• fix: replace obsolete links by @tanruixiang in https://github.com/postgresml/postgresml/pull/1121
• Fix cargo-watch by @levkk in https://github.com/postgresml/postgresml/pull/1123
• Some updates from QA by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1124
• Mistral AI and GGUF support by @levkk in https://github.com/postgresml/postgresml/pull/1125

New Contributors

• @tigitz made their first contribution in https://github.com/postgresml/postgresml/pull/1120
• @tanruixiang made their first contribution in https://github.com/postgresml/postgresml/pull/1121

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.12...v2.7.13

Postgres 16 support and a few bug fixes.

What's Changed

• add options capability to range input, add typography to site, fix sw… by @chillenberger in https://github.com/postgresml/postgresml/pull/1094
• fix rotation of guides text on mobile by @chillenberger in https://github.com/postgresml/postgresml/pull/1098
• Move autogptq into its own req file by @levkk in https://github.com/postgresml/postgresml/pull/1100
• Update to pgrx 0.11.0 & Postgres 16 by @levkk in https://github.com/postgresml/postgresml/pull/1099
• Revert "Update to pgrx 0.11.0 & Postgres 16" by @levkk in https://github.com/postgresml/postgresml/pull/1101
• Update to pgrx 0.11.0 & Postgres 16 by @levkk in https://github.com/postgresml/postgresml/pull/1102
• Add support for XGBoost eval_metrics and objective by @montanalow in https://github.com/postgresml/postgresml/pull/1103
• Added new marketing text classes by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1105
• Fix ToC and touch up syntax highlighting by @levkk in https://github.com/postgresml/postgresml/pull/1106
• 2.7.12 by @montanalow in https://github.com/postgresml/postgresml/pull/1107
• update dependencies for dashboard by @montanalow in https://github.com/postgresml/postgresml/pull/1108
• Mutable SQL commands should be used with Spi::update(). by @higuoxing in https://github.com/postgresml/postgresml/pull/1114
• Bump rustix from 0.38.10 to 0.38.13 in /packages/cargo-pgml-components by @dependabot in https://github.com/postgresml/postgresml/pull/1109
• Bump rustix from 0.37.23 to 0.37.26 in /pgml-sdks/pgml by @dependabot in https://github.com/postgresml/postgresml/pull/1096
• Touched up the chatbot by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1115
• Silas sdk 0.9.4 by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1116
• Stop if rollup can't find import that should be there by @levkk in https://github.com/postgresml/postgresml/pull/1118

New Contributors

• @higuoxing made their first contribution in https://github.com/postgresml/postgresml/pull/1114

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.10...v2.7.12

Summary

1. Updates Python dependencies.
2. Many Dashboard updates.

What's Changed

• Fix CI again by @levkk in https://github.com/postgresml/postgresml/pull/1004
• Update Dockerfile by @digoal in https://github.com/postgresml/postgresml/pull/1005
• Dan range group default edit by @chillenberger in https://github.com/postgresml/postgresml/pull/1008
• fix whitespace in logo by @montanalow in https://github.com/postgresml/postgresml/pull/1009
• handle errors cleanly rather than crashing by @montanalow in https://github.com/postgresml/postgresml/pull/1010
• fix linker errors by @montanalow in https://github.com/postgresml/postgresml/pull/1012
• update huggingface dependencies and calls by @montanalow in https://github.com/postgresml/postgresml/pull/1013
• use fully qualified path in macro by @kczimm in https://github.com/postgresml/postgresml/pull/1011
• Add body components by @levkk in https://github.com/postgresml/postgresml/pull/1015
• add commit hash to version by @kczimm in https://github.com/postgresml/postgresml/pull/1016
• remove 0 if step is whole number by @chillenberger in https://github.com/postgresml/postgresml/pull/1017
• Dont crash the dashboard if search index is not built by @levkk in https://github.com/postgresml/postgresml/pull/1018
• Update SUMMARY.md by @montanalow in https://github.com/postgresml/postgresml/pull/1021
• separate embed model creation and usage by @kczimm in https://github.com/postgresml/postgresml/pull/1022
• editable header component by @chillenberger in https://github.com/postgresml/postgresml/pull/1024
• Bump aes-gcm from 0.10.2 to 0.10.3 in /pgml-dashboard by @dependabot in https://github.com/postgresml/postgresml/pull/1027
• Fix instructor typo by @aplchian in https://github.com/postgresml/postgresml/pull/1026
• Added new blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1025
• Add node resolver to pgml-components by @levkk in https://github.com/postgresml/postgresml/pull/1037
• Check for plugins better by @levkk in https://github.com/postgresml/postgresml/pull/1039
• Changed date by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1046
• Updated blog post title by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1049
• Dan select component by @chillenberger in https://github.com/postgresml/postgresml/pull/1048
• Start local dev automation by @levkk in https://github.com/postgresml/postgresml/pull/1050
• More local-dev work by @levkk in https://github.com/postgresml/postgresml/pull/1051
• Chatbot page is almost ready to go by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1054
• Dan modal update by @chillenberger in https://github.com/postgresml/postgresml/pull/1057
• Dan fix webapp content area by @chillenberger in https://github.com/postgresml/postgresml/pull/1058
• make switch input lighter by default and longer by @chillenberger in https://github.com/postgresml/postgresml/pull/1059
• Added a custom Option type and extended the select and added a few new classes for typography by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1060
• Dan editable header update by @chillenberger in https://github.com/postgresml/postgresml/pull/1061
• gitbook assets by @montanalow in https://github.com/postgresml/postgresml/pull/1052
• Make parent nav links clickable by @montanalow in https://github.com/postgresml/postgresml/pull/1064
• hide README extension in urls by @montanalow in https://github.com/postgresml/postgresml/pull/1065
• add docs to build scripts by @montanalow in https://github.com/postgresml/postgresml/pull/1066
• Only highlight the active nav link by @montanalow in https://github.com/postgresml/postgresml/pull/1067
• Dan qa fixes by @chillenberger in https://github.com/postgresml/postgresml/pull/1071
• fix hove font weight on icon to correct color by @chillenberger in https://github.com/postgresml/postgresml/pull/1072
• Dan icon dropdown fix by @chillenberger in https://github.com/postgresml/postgresml/pull/1073
• Dan estimator fix by @chillenberger in https://github.com/postgresml/postgresml/pull/1075
• Added an accordian and another star by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1077
• Fix docs search by @levkk in https://github.com/postgresml/postgresml/pull/1078
• Fix docs directory env by @levkk in https://github.com/postgresml/postgresml/pull/1080
• Dan leftnav width by @chillenberger in https://github.com/postgresml/postgresml/pull/1079
• Remove trailing slash from path by @levkk in https://github.com/postgresml/postgresml/pull/1081
• make switch input by @chillenberger in https://github.com/postgresml/postgresml/pull/1083
• Release 2.7.10 by @levkk in https://github.com/postgresml/postgresml/pull/1095

New Contributors

• @digoal made their first contribution in https://github.com/postgresml/postgresml/pull/1005

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.9...v2.7.10

Highlights

• Fix not loading the virtual env in pgml.predict()
• Upgrade to pgrx 0.10.0

What's Changed

• Updated docs by @SilasMarvin in https://github.com/postgresml/postgresml/pull/950
• Updated docs by @SilasMarvin in https://github.com/postgresml/postgresml/pull/951
• Fixed postgres floating point type by @SilasMarvin in https://github.com/postgresml/postgresml/pull/952
• Added new examples for JavaScript by @SilasMarvin in https://github.com/postgresml/postgresml/pull/953
• Added sumarizing example by @SilasMarvin in https://github.com/postgresml/postgresml/pull/955
• fix pgml conflicts with plpython by @Sasasu in https://github.com/postgresml/postgresml/pull/931
• Reorganized the SDK directory by @SilasMarvin in https://github.com/postgresml/postgresml/pull/954
• Components by @levkk in https://github.com/postgresml/postgresml/pull/958
• organize python related modules by @montanalow in https://github.com/postgresml/postgresml/pull/962
• Dashboard fix for 2.7.8 by @levkk in https://github.com/postgresml/postgresml/pull/963
• SDK Update -> 0.9.1 by @SilasMarvin in https://github.com/postgresml/postgresml/pull/964
• Modularize components by @levkk in https://github.com/postgresml/postgresml/pull/966
• Updated pyproject.toml by @SilasMarvin in https://github.com/postgresml/postgresml/pull/967
• Added webpack demo by @SilasMarvin in https://github.com/postgresml/postgresml/pull/969
• Install node and nvm by @levkk in https://github.com/postgresml/postgresml/pull/968
• Sort components by @levkk in https://github.com/postgresml/postgresml/pull/970
• Updated README by @SilasMarvin in https://github.com/postgresml/postgresml/pull/971
• Fix some autoreloading bugs by @levkk in https://github.com/postgresml/postgresml/pull/972
• Include the macro by @levkk in https://github.com/postgresml/postgresml/pull/973
• Nested components by @levkk in https://github.com/postgresml/postgresml/pull/975
• search blog post by @montanalow in https://github.com/postgresml/postgresml/pull/976
• syntax highliting by @montanalow in https://github.com/postgresml/postgresml/pull/977
• edits by @montanalow in https://github.com/postgresml/postgresml/pull/978
• Dropdown + ellipsis fix by @levkk in https://github.com/postgresml/postgresml/pull/974
• Fix hide by @levkk in https://github.com/postgresml/postgresml/pull/980
• README for pgml-components by @levkk in https://github.com/postgresml/postgresml/pull/981
• Add tabs & table by @levkk in https://github.com/postgresml/postgresml/pull/982
• Make component public by @levkk in https://github.com/postgresml/postgresml/pull/983
• Lowercase tab by @levkk in https://github.com/postgresml/postgresml/pull/984
• Fix extra space by @levkk in https://github.com/postgresml/postgresml/pull/985
• fix notebooks by @levkk in https://github.com/postgresml/postgresml/pull/986
• Clickable tables by @levkk in https://github.com/postgresml/postgresml/pull/987
• HNSW and Migrations Done by @SilasMarvin in https://github.com/postgresml/postgresml/pull/988
• pgml components library by @levkk in https://github.com/postgresml/postgresml/pull/991
• Update lockfile by @levkk in https://github.com/postgresml/postgresml/pull/992
• Build JavaScript SDK on old glibc by @SilasMarvin in https://github.com/postgresml/postgresml/pull/995
• Ready to move to 0.9.2 by @SilasMarvin in https://github.com/postgresml/postgresml/pull/996
• Fix table by @levkk in https://github.com/postgresml/postgresml/pull/997
• make a range input group componnet by @chillenberger in https://github.com/postgresml/postgresml/pull/998
• Activate venv for predicting by @levkk in https://github.com/postgresml/postgresml/pull/994
• fix extra semicolon by @montanalow in https://github.com/postgresml/postgresml/pull/1000
• Added a comma by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1001
• Release 2.7.9 by @levkk in https://github.com/postgresml/postgresml/pull/1002
• Fix CI by @levkk in https://github.com/postgresml/postgresml/pull/1003

New Contributors

• @Sasasu made their first contribution in https://github.com/postgresml/postgresml/pull/931

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.8...v2.7.9

What's Changed

• Cleaned up some documentation by @SilasMarvin in https://github.com/postgresml/postgresml/pull/937
• Changed pgml.sdk_splitters to pgml.splitters by @SilasMarvin in https://github.com/postgresml/postgresml/pull/938
• separate pipeline creation and usage for transform by @kczimm in https://github.com/postgresml/postgresml/pull/921
• 100% CPU usage in the dashboard fix by @levkk in https://github.com/postgresml/postgresml/pull/940
• Updated to use the 0.9.0 SDK by @SilasMarvin in https://github.com/postgresml/postgresml/pull/936
• Added some awesome documentation for Python by @SilasMarvin in https://github.com/postgresml/postgresml/pull/941
• pgml-chat minor fixes by @santiatpml in https://github.com/postgresml/postgresml/pull/943
• OpenAI runtime by @levkk in https://github.com/postgresml/postgresml/pull/944
• Notebooks by @levkk in https://github.com/postgresml/postgresml/pull/942
• Forgot offline sqlx data by @levkk in https://github.com/postgresml/postgresml/pull/946
• We style the form, not bootstrap by @levkk in https://github.com/postgresml/postgresml/pull/947
• Updated Docs by @SilasMarvin in https://github.com/postgresml/postgresml/pull/949

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.7...v2.7.8

What's Changed

• Silas final pipelines by @SilasMarvin in https://github.com/postgresml/postgresml/pull/934
• Release 2.7.7 by @levkk in https://github.com/postgresml/postgresml/pull/935

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.6...v2.7.7

Fix #906

What's Changed

• Add missing migration file by @levkk in https://github.com/postgresml/postgresml/pull/910
• Build faster by @levkk in https://github.com/postgresml/postgresml/pull/909
• Build everything by @levkk in https://github.com/postgresml/postgresml/pull/911
• test examples from README.md by @kczimm in https://github.com/postgresml/postgresml/pull/913
• Move version back for docker for now by @levkk in https://github.com/postgresml/postgresml/pull/915
• format Python tracebacks like they used to be by @kczimm in https://github.com/postgresml/postgresml/pull/916
• Upgrade to main Rocket by @levkk in https://github.com/postgresml/postgresml/pull/918
• New Rocket slashes not the same by @levkk in https://github.com/postgresml/postgresml/pull/919
• use one connection forever by default by @montanalow in https://github.com/postgresml/postgresml/pull/920
• enable parking_lot feature in once_cell by @kczimm in https://github.com/postgresml/postgresml/pull/922
• Speed up releae by @levkk in https://github.com/postgresml/postgresml/pull/923
• add Result to lazy pymodules then trickled up... by @kczimm in https://github.com/postgresml/postgresml/pull/925
• Pretty close! by @levkk in https://github.com/postgresml/postgresml/pull/924
• Fix docker build and clean up old docker stuff by @levkk in https://github.com/postgresml/postgresml/pull/926
• build the tag by @levkk in https://github.com/postgresml/postgresml/pull/927
• pgml chat blog by @santiatpml in https://github.com/postgresml/postgresml/pull/914
• Dan db upgrade by @chillenberger in https://github.com/postgresml/postgresml/pull/928
• Chat blog preview fixes by @santiatpml in https://github.com/postgresml/postgresml/pull/929
• Hotfix: fonts are not responsive by @levkk in https://github.com/postgresml/postgresml/pull/930

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.4...v2.7.5

Optional use_auth_token for tokenizers to support Meta Llama2 models

What's Changed

• Add catboost support for regression and classification
• Lots of documentation, installation and build dependency fixes

• Silas blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/819
• Changed full_text search to use plainto_tsquery by @SilasMarvin in https://github.com/postgresml/postgresml/pull/822
• Removed picture by @SilasMarvin in https://github.com/postgresml/postgresml/pull/824
• SQL update script for v2.7.1 by @levkk in https://github.com/postgresml/postgresml/pull/825
• Silas improved metadata filtering by @SilasMarvin in https://github.com/postgresml/postgresml/pull/828
• Updated query_builder filter to be more ergonomic by @SilasMarvin in https://github.com/postgresml/postgresml/pull/829
• Added ubuntu20.04 as a target in the deploy matrix for the python sdk by @SilasMarvin in https://github.com/postgresml/postgresml/pull/830
• Added some improved error generation for common collection methods by @SilasMarvin in https://github.com/postgresml/postgresml/pull/831
• pgml dbt tutorial by @santiatpml in https://github.com/postgresml/postgresml/pull/821
• update top nav with dbt blog by @santiatpml in https://github.com/postgresml/postgresml/pull/833
• dbt blog fixes by @santiatpml in https://github.com/postgresml/postgresml/pull/834
• tutorial fixes by @santiatpml in https://github.com/postgresml/postgresml/pull/835
• float compare with tolerance for Apple M2 by @kczimm in https://github.com/postgresml/postgresml/pull/837
• update dependencies by @montanalow in https://github.com/postgresml/postgresml/pull/839
• Do Python3.7 too by @levkk in https://github.com/postgresml/postgresml/pull/840
• No Python3.7 for Macs by @levkk in https://github.com/postgresml/postgresml/pull/841
• update lockfile by @montanalow in https://github.com/postgresml/postgresml/pull/843
• Mac M1/M2 fixes by @levkk in https://github.com/postgresml/postgresml/pull/846
• Mac docs update by @levkk in https://github.com/postgresml/postgresml/pull/847
• Downgrade SQLx by @levkk in https://github.com/postgresml/postgresml/pull/848
• Dan webapp nav redesign by @chillenberger in https://github.com/postgresml/postgresml/pull/836
• Update installation instructions by @levkk in https://github.com/postgresml/postgresml/pull/849
• Add support for bits and bytes quantization by @montanalow in https://github.com/postgresml/postgresml/pull/850
• document remote code by @montanalow in https://github.com/postgresml/postgresml/pull/851
• fix clippy lints by @kczimm in https://github.com/postgresml/postgresml/pull/838
• Brewfile and docs by @levkk in https://github.com/postgresml/postgresml/pull/853
• sass docs by @levkk in https://github.com/postgresml/postgresml/pull/854
• Docker image action by @levkk in https://github.com/postgresml/postgresml/pull/855
• Fix up docker image by @levkk in https://github.com/postgresml/postgresml/pull/856
• use nvidia by @levkk in https://github.com/postgresml/postgresml/pull/857
• Build docker image with buildx by @levkk in https://github.com/postgresml/postgresml/pull/859
• typo by @levkk in https://github.com/postgresml/postgresml/pull/860
• Use buildx by @levkk in https://github.com/postgresml/postgresml/pull/861
• More docker stuff! by @levkk in https://github.com/postgresml/postgresml/pull/858
• more docs by @levkk in https://github.com/postgresml/postgresml/pull/862
• Add whitelisting for huggingface downloads and trust_remote_code by @kczimm in https://github.com/postgresml/postgresml/pull/852
• Fix wording in installation by @levkk in https://github.com/postgresml/postgresml/pull/863
• add wrap_fit! macro by @kczimm in https://github.com/postgresml/postgresml/pull/864
• pgml.python_pip_freeze() by @levkk in https://github.com/postgresml/postgresml/pull/868
• Docs by @levkk in https://github.com/postgresml/postgresml/pull/870
• README updates by @levkk in https://github.com/postgresml/postgresml/pull/873
• pgml chatbot at command line by @santiatpml in https://github.com/postgresml/postgresml/pull/875
• Updated SDK version to 0.8.1 by @SilasMarvin in https://github.com/postgresml/postgresml/pull/876
• Dan style refactor update by @chillenberger in https://github.com/postgresml/postgresml/pull/878
• Issue 879 Fix startup of postgres server by @Ole-Gi in https://github.com/postgresml/postgresml/pull/880
• fix muted text style and search btn by @chillenberger in https://github.com/postgresml/postgresml/pull/881
• pgml chatbot with slack interface by @santiatpml in https://github.com/postgresml/postgresml/pull/882
• add lib to pgml crate-type by @kczimm in https://github.com/postgresml/postgresml/pull/877
• add catboost by @montanalow in https://github.com/postgresml/postgresml/pull/883

New Contributors

• @kczimm made their first contribution in https://github.com/postgresml/postgresml/pull/837
• @Ole-Gi made their first contribution in https://github.com/postgresml/postgresml/pull/880

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.1...v2.7.3

What's Changed

Bug fix for automatically deploying models after training.

• Almost working query builder by @SilasMarvin in https://github.com/postgresml/postgresml/pull/798
• Way better query builder by @SilasMarvin in https://github.com/postgresml/postgresml/pull/807
• make github stars dynamic by @montanalow in https://github.com/postgresml/postgresml/pull/808
• Added method to check if collection exists by @SilasMarvin in https://github.com/postgresml/postgresml/pull/809
• js sdk documentation by @aplchian in https://github.com/postgresml/postgresml/pull/806
• Working arbitrary query runner by @SilasMarvin in https://github.com/postgresml/postgresml/pull/811
• Working full text pre-filter on query builder by @SilasMarvin in https://github.com/postgresml/postgresml/pull/812
• Added the transform method to the database by @SilasMarvin in https://github.com/postgresml/postgresml/pull/813
• Added some rust documentation to the transform function by @SilasMarvin in https://github.com/postgresml/postgresml/pull/814
• Updated versions and tests by @SilasMarvin in https://github.com/postgresml/postgresml/pull/816
• run tests.sql in ci by @montanalow in https://github.com/postgresml/postgresml/pull/817
• 0.7.1 by @montanalow in https://github.com/postgresml/postgresml/pull/820

New Contributors

• @aplchian made their first contribution in https://github.com/postgresml/postgresml/pull/806

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.7.0...v2.7.1

What's Changed

• Support for online unsupervised clustering algorithms
• Updated dependencies for bugfixes

Details

• announce 2.6.0 by @montanalow in https://github.com/postgresml/postgresml/pull/767
• add a headline by @montanalow in https://github.com/postgresml/postgresml/pull/768
• Updated register splitter doc by @santiatpml in https://github.com/postgresml/postgresml/pull/772
• Return splitter id when registering splitter by @SilasMarvin in https://github.com/postgresml/postgresml/pull/776
• Dan opensource webapp layout by @chillenberger in https://github.com/postgresml/postgresml/pull/778
• Added basic true JSON support by @SilasMarvin in https://github.com/postgresml/postgresml/pull/785
• Added more support for JSON by @SilasMarvin in https://github.com/postgresml/postgresml/pull/787
• Automatic deployment for Javascript SDK by @SilasMarvin in https://github.com/postgresml/postgresml/pull/788
• Working JavaScript Library by @SilasMarvin in https://github.com/postgresml/postgresml/pull/789
• Adjustments to npm publishing by @SilasMarvin in https://github.com/postgresml/postgresml/pull/791
• Deploying 0.7.1 by @SilasMarvin in https://github.com/postgresml/postgresml/pull/792
• Upgrade to pgrx 0.9.7 by @workingjubilee in https://github.com/postgresml/postgresml/pull/790
• Adjustments for deploying by @SilasMarvin in https://github.com/postgresml/postgresml/pull/793
• Add clustering algorithms by @montanalow in https://github.com/postgresml/postgresml/pull/795

New Contributors

• @workingjubilee made their first contribution in https://github.com/postgresml/postgresml/pull/790

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.6.0...v2.7.0

GGML and GPTQ support makes transformer models significantly faster and smaller.

What's Changed

• FastAPI example using pgml python SDK by @jsaied99 in https://github.com/postgresml/postgresml/pull/738
• Moved many queries into transactions by @SilasMarvin in https://github.com/postgresml/postgresml/pull/740
• Update docker version by @levkk in https://github.com/postgresml/postgresml/pull/742
• Dan top nav sticky by @chillenberger in https://github.com/postgresml/postgresml/pull/743
• Faster PgCat by @levkk in https://github.com/postgresml/postgresml/pull/751
• Dan table wrapper by @chillenberger in https://github.com/postgresml/postgresml/pull/750
• Working javascript library by @SilasMarvin in https://github.com/postgresml/postgresml/pull/753
• remove github icon on small screens by @chillenberger in https://github.com/postgresml/postgresml/pull/752
• Move to SVG, fix date by @levkk in https://github.com/postgresml/postgresml/pull/756
• GGML and GPTQ compatibility by @montanalow in https://github.com/postgresml/postgresml/pull/748
• bump transformers version by @montanalow in https://github.com/postgresml/postgresml/pull/758
• refactor admonitions, fix 802 by @chillenberger in https://github.com/postgresml/postgresml/pull/757
• collection.register_model() now returns the created or found model id by @SilasMarvin in https://github.com/postgresml/postgresml/pull/759
• add backtrace for debugging embed by @montanalow in https://github.com/postgresml/postgresml/pull/760
• Python SDK documentation, tests and examples for 0.7.0 by @santiatpml in https://github.com/postgresml/postgresml/pull/754
• Silas python test deploy by @SilasMarvin in https://github.com/postgresml/postgresml/pull/763
• manual build update by @santiatpml in https://github.com/postgresml/postgresml/pull/764
• Removed transactions by @SilasMarvin in https://github.com/postgresml/postgresml/pull/765
• Made collection finding safer by @SilasMarvin in https://github.com/postgresml/postgresml/pull/766
• v2.6.0 by @montanalow in https://github.com/postgresml/postgresml/pull/762

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.5.3...v2.6.0

Features

• Added the ability to clear GPU cache with SELECT pgml.clear_gpu_cache().

Raw Changelog

• chore: rm .DS_Store by @skyzh in https://github.com/postgresml/postgresml/pull/713
• Fixed typos by @Rahul721999 in https://github.com/postgresml/postgresml/pull/714
• Update embeddings.md to use cosine distance in pgvector example by @amirGhasemi in https://github.com/postgresml/postgresml/pull/716
• wording by @montanalow in https://github.com/postgresml/postgresml/pull/718
• content is not static by @montanalow in https://github.com/postgresml/postgresml/pull/719
• Adding a way to clear GPU memory by @jsaied99 in https://github.com/postgresml/postgresml/pull/722
• Persistent storage for docker files by @jsaied99 in https://github.com/postgresml/postgresml/pull/723
• Vector dependecies for Dockerfile.local by @jsaied99 in https://github.com/postgresml/postgresml/pull/725
• Minor improvements in blog posts by @ThomasKluiters in https://github.com/postgresml/postgresml/pull/724
• Working Rust sdk by @SilasMarvin in https://github.com/postgresml/postgresml/pull/721
• Local state by @levkk in https://github.com/postgresml/postgresml/pull/728
• xformers installation fix by @santiatpml in https://github.com/postgresml/postgresml/pull/731
• Generate python stub files in proc macros by @SilasMarvin in https://github.com/postgresml/postgresml/pull/730
• Docker fix of the day by @levkk in https://github.com/postgresml/postgresml/pull/733
• Release 2.5.3 by @levkk in https://github.com/postgresml/postgresml/pull/734

New Contributors

• @skyzh made their first contribution in https://github.com/postgresml/postgresml/pull/713
• @Rahul721999 made their first contribution in https://github.com/postgresml/postgresml/pull/714
• @amirGhasemi made their first contribution in https://github.com/postgresml/postgresml/pull/716
• @ThomasKluiters made their first contribution in https://github.com/postgresml/postgresml/pull/724

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.5.2...v2.5.3

What's Changed

• Updating requirements.txt to fix warning of xformers by @jsaied99 in https://github.com/postgresml/postgresml/pull/701
• Support user-defined scripts outside of docker image by @zebehringer in https://github.com/postgresml/postgresml/pull/703
• Allow installation without superuser by @levkk in https://github.com/postgresml/postgresml/pull/712

New Contributors

• @zebehringer made their first contribution in https://github.com/postgresml/postgresml/pull/703

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.5.1...v2.5.2

A patch for those upgrading an existing installation, to expose the new batch embedding and chunking functions.

What's Changed

• Update sql interface for 2.5.0 by @montanalow in https://github.com/postgresml/postgresml/pull/696

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.5.0...v2.5.1

SDKs and Dashboard update

Lots of good stuff across the board in this release! Thanks to all the contributors, but the big shout outs:

• @chillenberger Big improvements to the dashboard styling
• @jsaied99 Better docker support for CUDA and local development
• @santiatpml New Python SDK for reference pgml implementations
• @eeeebbbbrrrr Performance improvements for array/vector processing in Postgres/Rust bridge.

The complete list of improvements...

• fix typo by @elvizlai in https://github.com/postgresml/postgresml/pull/656
• SDK documentation by @santiatpml in https://github.com/postgresml/postgresml/pull/657
• Added random_state as an available hyper parameter for xgboost models by @SilasMarvin in https://github.com/postgresml/postgresml/pull/659
• Add LangChain splitters by @levkk in https://github.com/postgresml/postgresml/pull/655
• pgml sdk examples by @santiatpml in https://github.com/postgresml/postgresml/pull/669
• pgrx cache bust by @santiatpml in https://github.com/postgresml/postgresml/pull/675
• support for falcon by @montanalow in https://github.com/postgresml/postgresml/pull/676
• cache task cleanup by @montanalow in https://github.com/postgresml/postgresml/pull/680
• git add cuda support to docker that works with wsl by @montanalow in https://github.com/postgresml/postgresml/pull/681
• Adding filtering based on metadata using kwargs by @jsaied99 in https://github.com/postgresml/postgresml/pull/682
• Development dockerfile by @jsaied99 in https://github.com/postgresml/postgresml/pull/685
• Dan docs by @chillenberger in https://github.com/postgresml/postgresml/pull/671
• remove publish docs yaml by @chillenberger in https://github.com/postgresml/postgresml/pull/688
• Allow test suite on all branches by @montanalow in https://github.com/postgresml/postgresml/pull/690
• Adding embed_array for getting the embeddings of multiple strings by @jsaied99 in https://github.com/postgresml/postgresml/pull/686
• metadata and generic filters in vector search by @santiatpml in https://github.com/postgresml/postgresml/pull/689
• slice for efficiency by @montanalow in https://github.com/postgresml/postgresml/pull/692
• update pgrx by @montanalow in https://github.com/postgresml/postgresml/pull/694
• update version by @montanalow in https://github.com/postgresml/postgresml/pull/695

New Contributors

• @elvizlai made their first contribution in https://github.com/postgresml/postgresml/pull/656
• @jsaied99 made their first contribution in https://github.com/postgresml/postgresml/pull/682

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.4.8...v2.5.0

What's Changed

• deepspeed dependency by @montanalow in https://github.com/postgresml/postgresml/pull/653
• Montana/2.4.8 by @montanalow in https://github.com/postgresml/postgresml/pull/654

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.4.7...v2.4.8