* fix(python): handle eval when it is a single line execution but there is string input with space (#756)
* Update Dockerfile.tomcat (#757)
* fix: tomcat builder setting env var
* fix: updating tomcat to 9.0.104
* Update Dockerfile.ubuntu22.04
* Update Dockerfile.ubuntu22.04
* Update Dockerfile.ubuntu22.04
* feat: creating KubernetesModelScaler class (#763)
* Update Dockerfile.ubuntu22.04
* feat: adding ability to attach a file to a vector db source (#736)
* Added AttachSourceToVectorDbReactor for uploading pdf file to an existing csv file and modified VectorFileDownloadReactor
* fix: proper return for the download and matching the reactor name
* fix: error for downloading single file vs multiple; error for copyToDirectory instead of copyFile
* chore: renaming so reactor matches VectorFileDownload
---------
Co-authored-by: Maher Khalil <themaherkhalil@gmail.com>
* Update Dockerfile.ubuntu22.04
* Update ubuntu2204.yml
* Update ubuntu2204.yml
* Update ubuntu2204_cuda.yml
* Update Dockerfile.nvidia.cuda.12.5.1.ubuntu22.04
* Update ubuntu2204_cuda.yml
* Update ubuntu2204.yml
* feat: exposing tools calling through models (#764)
* 587 unit test for prernadsutil (#654)
* test(unit): unit tests for the prerna.util.ds package
* test(unit): unit tests for the prerna.util.ds.flatfile package
* test(unit): removed reflections, added paraquet tests
* test(unit): unit tests for the prerna.util.ds package
* test(unit): unit tests for the prerna.util.ds.flatfile package
* test(unit): removed reflections, added paraquet tests
* Update ubuntu2204.yml
* Update ubuntu2204.yml
* Update ubuntu2204.yml
* fix: update pipeline docker buildx version
* fix: ignore buildx
* fix: adjusting pipeline for cuda
* feat: switching dynamic sas to default false (#766)
* fix: changes to account for version 2.0.0 of pyjarowinkler (#769)
* chore: using 'Py' instead of 'py' to be consistent (#770)
* feat: full ast parsing of code to return evaluation of the last expression (#771)
* Python Deterministic Token Trimming for Message Truncation (#765)
* feat: deterministic-token-trimming
* feat: modifying logic such that system prompt is second to last message for truncation
---------
Co-authored-by: Maher Khalil <themaherkhalil@gmail.com>
* fix: added date added column to enginepermission table (#768)
* fix: add docker-in-docker container to run on sef-hosted runner (#773)
Co-authored-by: Raul Esquivel <resmas.work@gmail.com>
* fix: properly passing in the parameters from kwargs/smss into model limits calculation (#774)
* fix: removing legacy param from arguments (#777)
* fix: Fix docker cache build issue (#778)
* adding no cache
* adding no cache
* feat: Adding Semantic Text Splitting & Token Text Splitting (#720)
* [696] - build - Add chonky semantic text splitting - Added the function for chonky semantic text splitting and integrated with existing flow.
* [696] - build - Add chonky semantic text splitting - Updated the code
* [696] - build - Add chonky semantic text splitting - Updated the code comments
* feat: adding reactor support through java
* feat: updating pyproject.toml with chonky package
* feat: check for default chunking method in smss
* [696] - feat - Add chonku semantic text splitting - Resolved the conflicts
* [696] - feat - Add chonky semantic text splitting - Organized the code.
* feat: adding chunking by tokens and setting as default
* updating comments on chunking strategies
---------
Co-authored-by: Weiler, Ryan <ryanweiler92@gmail.com>
Co-authored-by: kunal0137 <kunal0137@gmail.com>
* feat: allowing for tools message in full prompt (#780)
* UPDATE ::: Add docker in docker Dockerfiler (#784)
* add docker in docker Dockerfile
* Update Dockerfile.dind
Remove python and tomcat arguments from Dockerfile
* fix: remove-paddle-ocr (#786)
* [#595] test(unit): adds unit test for prerna.engine.impl.model.kserve
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* feat: Tag semoss image (#789)
* adding changes for non-release docker build
* adding non-release build logic to cuda-semoss builder
* updating push branches
* fix: branch names on docker builds
* fix: branch names on docker builds cuda
* fix: adding push condition - change to pyproject toml file; adding event input vars to env vars (#790)
* fix: python builder toml file change (#792)
* fix: Catch errors when calling pixels from Python (#787)
Co-authored-by: Weiler, Ryan <ryanweiler92@gmail.com>
* Creating db links between engines and default apps (#693)
* create db links between engine and default app
* Rename column APPID to TOOL_APP
* feat: add database_tool_app to getUserEngineList
---------
Co-authored-by: Weiler, Ryan <ryanweiler92@gmail.com>
* Adding sort options to the myengines reactor (#479)
* added sort feature to MyEnginesReactor and genericized reactor imports
* formatting
* overloading method
* validate sortList
---------
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* feat: cleaning up unused imports in MyEngine reactor (#793)
* feat: Create Enum projectTemplate and update CreateAppFromTemplateReactor to accept existing appID for cloning applications (#621)
Co-authored-by: kunal0137 <kunal0137@gmail.com>
* Update GetEngineUsageReactor.java (#417)
Co-authored-by: Maher Khalil <themaherkhalil@gmail.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* Issue 596: Adds Unit Tests for prerna/engine/impl/model/responses and workers (#727)
* [#596] test(unit): adds unit tests
* fix: implements ai-agents suggestions
---------
Co-authored-by: Jeff Vitunac <jvitunac@gmail.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* 609 implement native blob storage for azure gcp and aws (#674)
* Initial commit : implementation for azure blob storage
* added dependency for azure in pom.xml
* update logic to fetch the metadata from list details
* changed functionality from listing containers to listing files within a selected container
* initial commit for google cloud storage implementation
* added field contant in enum class and removed unused method
* add methods to parse comma-separated local and cloud paths
* add methods to parse comma-separated local and cloud paths
* implementation for aws s3 bucket
* normalize container prefix path
* merged all: implementation for azure, aws and gcp
* refactor(storage): replace manual path normalization with normalizePath from Utility class
---------
Co-authored-by: pvijayaraghavareddy <pvijayaraghavareddy@WORKSPA-6QV71G7.us.deloitte.com>
Co-authored-by: Parth <parthpatel3@deloitte.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* Get Node Pool Information for Remote Models (#806)
* 590 unit test for prernaengineimpl (#808)
* test(unit): update to filesystems hijacking for testing files
* test: start of unit tests for abstract database engine
* test(unit): added unit test for prerna.engine.impl
* test(unit): finsihed tests for prerna.engine.impl
* test(unit): adding back unused assignment
---------
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* Creating WordCountTokenizer Class (#802)
* feat: creating word count tokenizer class && falling back to word count tokenizer if tiktok fails
* feat: updating comment
* feat: setting default chunking method as recursive (#810)
* Unit tests fixes and Unit test Class file location updates (#812)
* test(unit): moved tests to correct packages
* test(unit): fixed a couple of unit tests
* VectorDatabaseQueryReactor: output divider value for word doc chunks always 1 (#804)
* Code implementation for #733
* feat: Added code to resolve Divider page issue
* Console output replaced by LOGGERs as per review comments
* feat: replaced Console with Loggers
---------
Co-authored-by: Varaham <katchabi50@gmail.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* GetCurrentUserReactor (#818)
Adding GetCurrentUserReactor to return user info including if user is an admin.
* Python User Class (#819)
* fix: trimming properties read from smss; fix: logging commands before executing (#821)
* Updating getNodePoolsInfo() to parse and return zk info and models active actual (#822)
* feat: update get node pool information for zk info and models active actual
* feat: get remote model configs
* Add unit tests for package prerna\engine\impl\vector (#728)
* Create ChromaVectorDatabaseEngineUnitTests.java
* completed tests for ChromaVectorDatabaseEngine class
* [#604] test(unit): Created ChromaVectorDatabaseEngine unit tests
* [604] tests(unit) : Completed test cases for ChromaVectorDatabaseEngine; update File operations to nio operations in ChromaVectorDatabaseEngine.java
* [#604] tests(unit): added unit tests for all vector database engines and util classes in the prerna\engine\impl\vector package
* [604] test(unit): replaced creating file paths with string literals with java.nio Paths.resolve/Paths.get methods
---------
Co-authored-by: Maher Khalil <themaherkhalil@gmail.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* feat: adding to the return of getenginemetadata (#813)
* feat: adding to the return of getenginemetadata
* fix: removing throws
---------
Co-authored-by: Arash Afghahi <48933336+AAfghahi@users.noreply.github.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
* 718 create a single reactor to search both engines and apps (#794)
* feat(engineProject): Initial commit
* chore: 718 create a single reactor to search both engines and apps
* chore: 718 create a single reactor to search both engines and apps
---------
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
Co-authored-by: Vijayaraghavareddy <pvijayaraghavareddy@deloitte.com>
* feat: update openai wrapper to handle multiple images (#832)
* feat: adding user room map (#840)
* feat: hiding side menu bar for non admins (#833)
* Side menu changes
* Review Comments fixed
* Flag is renamed in Constants.java
* Review Comment fixed in Utility.java
* fix: cleaning up defaults and comments
---------
Co-authored-by: kunal0137 <kunal0137@gmail.com>
---------
Co-authored-by: Maher Khalil <themaherkhalil@gmail.com>
Co-authored-by: kunal0137 <kunal0137@gmail.com>
Co-authored-by: Ryan Weiler <ryanweiler92@gmail.com>
Co-authored-by: ManjariYadav2310 <manjayadav@deloitte.com>
Co-authored-by: dpartika <dpartika@deloitte.com>
Co-authored-by: Raul Esquivel <resmas.work@gmail.com>
Co-authored-by: Pasupathi Muniyappan <pasupathi.muniyappan@kanini.com>
Co-authored-by: resmas-tx <131498457+resmas-tx@users.noreply.github.com>
Co-authored-by: AndrewRodddd <62724891+AndrewRodddd@users.noreply.github.com>
Co-authored-by: radkalyan <107957324+radkalyan@users.noreply.github.com>
Co-authored-by: samarthKharote <samarth.kharote@kanini.com>
Co-authored-by: Shubham Mahure <shubham.mahure@kanini.com>
Co-authored-by: rithvik-doshi <81876806+rithvik-doshi@users.noreply.github.com>
Co-authored-by: Mogillapalli Manoj kumar <86736340+Khumar23@users.noreply.github.com>
Co-authored-by: Jeff Vitunac <jvitunac@gmail.com>
Co-authored-by: pvijayaraghavareddy <pvijayaraghavareddy@WORKSPA-6QV71G7.us.deloitte.com>
Co-authored-by: Parth <parthpatel3@deloitte.com>
Co-authored-by: KT Space <119169984+Varaham@users.noreply.github.com>
Co-authored-by: Varaham <katchabi50@gmail.com>
Co-authored-by: ericgonzal8 <ericgonzalez8@deloitte.com>
Co-authored-by: Arash Afghahi <48933336+AAfghahi@users.noreply.github.com>
Co-authored-by: Vijayaraghavareddy <pvijayaraghavareddy@deloitte.com>
Co-authored-by: ammb-123 <ammb@deloitte.com>
Description :
The VectorDatabaseQueryReactor enables users to perform similarity searches between a user input and a vector database.
The "output" JSON value in the "pixelReturn" Response JSON contains the "Divider" as the attribute which is meant to indicate the page number(s) the text chunk is on.
Current issue:
In the current output ,for .docx files, the "Divider" is equal to 1 for all text chunks irrespective of the page number at which the text exists / spanned in the document.
Workaround implementation :
Below are the steps in workaround implementation -
The docx contents are divided into individual paragraphs as separate chunks using XWPF API POI class.
When the page break is encountered, the page count is incremented and the Divider will have the page number at which the text chunk (paragraph) exists.
Exceptions :
The page break will be ignored in the below scenarios:
Whenever any image has been spanned in between the pages.
Whenever any tabular fields are spanned in between the pages
Any JSON values are spanned in between the pages.
In the above scenario, the DocReader will take the entire value as a single text chunk (paragraph) and will take the last page till the objects are spanned. The Divider will take all the page numbers with comma separated values and will be displayed in the JSON output.
Steps :
Click on 'Open Vector' and create a new Vector Catalog database with all the required fields.
In the Vector Catalog window, go to the 'Files' tab to upload a new docx file. (pic 1)
In the Files tab, click on 'Embed new Document' button (pic 2)
Select any docx file (pic 3)
Click on 'Embed' and ensure that it is embedded (pic 4)
Once the document is uploaded , listed (pic 5)
Go to the 'Q & A' tab. Type a question and click on ' Generate Answer'. See in the response JSON in the 'Networks tab'.
Response JSON.txt