v0.5.0

What's Changed

• Dev by @cobycloud in #1
• Dev by @cobycloud in #2
• v0.4.0 by @cobycloud in #51
• Update README.md by @cobycloud in #55
• Distances and theri tests. by @faizan2700 in #64
• AI21 Studio Model by @faizan2700 in #66
• Deep Seek Model by @faizan2700 in #67
• Updated shuttleAI model and tests. Parameterize tests are remaining. by @faizan2700 in #71
• markdown to mdtohtml by @faizan2700 in #77
• ShuttleAI ToolModel by @faizan2700 in #80
• changes in deep seek model and shuttle ai model and tests by @faizan2700 in #79
• updated ai studio by @faizan2700 in #84
• updated shuttle model with requests by @faizan2700 in #85
• shuttleaitoolmodel request based approach by @faizan2700 in #86
• updated shuttleaitool model tests by @faizan2700 in #88
• mistral model changes by @faizan2700 in #90
• updated models in mistral by @faizan2700 in #92
• updated mistral tool model by @faizan2700 in #93
• updated aistudio model to use chat message by @faizan2700 in #95
• 🛺💨 v0.4.1.dev10 by @cobycloud in #96
• 💭 Update README.md by @cobycloud in #97
• Update issue templates by @cobycloud in #99
• Dev 0.4.1 - issue templates by @cobycloud in #100
• Issue templates by @cobycloud in #101
• 🧹Issue Templates by @cobycloud in #102
• ☝️Issue templates by @cobycloud in #103
• ☝️ Issue Template by @cobycloud in #104
• Issue templates by @cobycloud in #105
• Dev 0.4.1 by @cobycloud in #106
• 🧹Issue templates by @cobycloud in #107
• 🧹Issue templates by @cobycloud in #108
• Issue templates by @cobycloud in #109
• ☝️Issue Templates by @cobycloud in #110
• Testcases for schema converters by @RafaelJohn9 in #112
• ☝️v0.4.1.dev12 by @cobycloud in #116
• 💭 add issue by @cobycloud in #120
• 💭 update issue templates by @cobycloud in #122
• 💭 update labeling by @cobycloud in #124
• Dev 0.4.1 by @cobycloud in #126
• reorg by @cobycloud in #127
• 💭 issue templates ☝️ by @cobycloud in #132
• Changes made by @Techie-John in #140
• updated standard/canberra distance by @abdulsamodazeez in #141
• Dev 0.4.1 by @cobycloud in #142
• Fix: Keyerrors caused in ShuttleAI test cases by @RafaelJohn9 in #143
• Revert 143 fix shuttle ai model tests by @cobycloud in #144
• Dev 0.4.1 by @cobycloud in #145
• Fix: Ensure JSON Serialization of Protobuf Objects in GeminiSchemaConverter Test by @abdulsamodazeez in #148
• Fix: Commented potential error leading attr by @RafaelJohn9 in #149
• Fix: Shuttle AI Model tool by @RafaelJohn9 in #150
• Fix: ShuttleAI Tool Model by @RafaelJohn9 in #152
• Fix ai21 studio model by @RafaelJohn9 in #154
• Fix: TfidfEmbedding giving missing arg Error by @RafaelJohn9 in #155
• Update 11_test_case_failure.yaml by @cobycloud in #156
• Update GeminiSchemaConverter.py by @abdulsamodazeez in #159
• Fix: TextBlob Parsers punkt -> punkt_tab by @RafaelJohn9 in #160
• Update GeminiSchemaConverter.py by @abdulsamodazeez in #163
• Fix: For GeminiSchemaConverter and GeminiToolModel by @RafaelJohn9 in #164
• Dev 0.4.1 by @cobycloud in #167
• 💭 update issue templates by @cobycloud in #180
• Feature: added adding multiple messages feature by @RafaelJohn9 in #184
• added sqlite vector_store class and test files by @MichaelDecent in #185
• Update conversation test by @RafaelJohn9 in #192
• Update QAAgent.py by @abdulsamodazeez in #195
• Update: added add_messages test inside SessionCacheConversation by @RafaelJohn9 in #196
• Feature: Added Code Extractor Tool and its tests by @RafaelJohn9 in #198
• Max size system conv tests by @RafaelJohn9 in #203
• Qdrant vector store tests by @RafaelJohn9 in #207
• Feature: sqlite vector db and its tests by @RafaelJohn9 in #216
• 💭 adding issue template for code hygiene by @cobycloud in #219
• Created chromadb test file by @Shravan773 in #223
• Added RequestsTool.py by @abdulsamodazeez in #227
• Added Textstat files by @abdulsamodazeez in #230
• Cobycloud patch 1 by @cobycloud in #231
• Revert "Cobycloud patch 1" by @cobycloud in #232
• Update 11_test_case_failure.yaml by @cobycloud in #233
• Update 11_test_case_failure.yaml by @cobycloud in #234
• Update 13_test_case_coverage.yaml by @cobycloud in #235
• Renamed ChromaDBVector and RequestTool file modules by @MichaelDecent in #251
• implemented the call method on RequestTool.py by @MichaelDecent in #270
• fixed the test_call function of AutomatedReadabilityIndex_test.py by @MichaelDecent in #281
• Error correction for ColemanLiauIndex_test.py::test_call by @JustusOmbok in #282
• Error correction for tests/tools/LexicalDensity_test.py::test_call by @JustusOmbok in #284
• fixed the test_call function of DaleChallReadability_test.py by @MichaelDecent in #283
• fixed the test_call function of FleschReadingEase_test.py by @MichaelDecent in #285
• Error correction for tests/tools/SMOGIndex_test.py::test_call by @JustusOmbok in #286
• fixed the test_call function of TextLength_test.py and DaleChallReada… by @MichaelDecent in #287
• Error correction for "tests/tools/FleschKincaid_test.py::test_call" by @JustusOmbok in #288
• fixed the test_call function of MatplotlibTool_test.py by @MichaelDecent in #289
• Added validate_input func in AutomatedReadabilityIndexTool.py by @JustusOmbok in #290
• added a validate_input function in FleschKincaidTool.py by @MichaelDecent in #291
• Changed expected_output in AutomatedReadabilityIndex_test.py by @JustusOmbok in #292
• Dev 0.4.1.x by @MichaelDecent in #301
• Updated count_characters method in swarmauri/standard/tools/concrete/… by @JustusOmbok in #302
• Updated count_syllables_in_word method in swarmauri/standard/tools/co… by @JustusOmbok in #306
• fixed error in the test_call function of TextLength_test.py by @MichaelDecent in #307
• Vector store refactor by @RafaelJohn9 in #308
• new tools test files by @JustusOmbok in #309
• 0.4.1.x/tools by @MichaelDecent in #316
• fixed lint error in CodeExtractorTool_test.py by @MichaelDecent in #318
• changes on AccessibilityToolkit by @JustusOmbok in #319
• changes on tests/tools/CaptchaGeneratorTool_test file by @JustusOmbok in #320
• fixes on test_call function relating to tools by @MichaelDecent in #321
• fixed a lint error in CaptchaGeneratorTool_test.py by @MichaelDecent in #322
• fixed a test call error in QrCodeGeneratorTool_test.py by @MichaelDecent in #323
• Made changes to accessibility toolkit by @JustusOmbok in #324
• fixed made on the test cases in QrCodeGeneratorTool_test.py and BeautifulSoupElementParser_test.py by @MichaelDecent in #325
• 0.4.1.x/tools by @MichaelDecent in #327
• Update: Updated ChromaDB instance to Persistent by @RafaelJohn9 in #328
• 0.4.1.x/tools by @MichaelDecent in #329
• fixed a test call error in GithubTool_test.py and QrCodeGeneratorTool_test.py by @MichaelDecent in #332
• Added files to accessibity toolkit by @JustusOmbok in #326
• Added contributing.md file by @JustusOmbok in #333
• 0.4.1.x/tools by @MichaelDecent in #334
• 0.4.1.x/tools by @MichaelDecent in #337
• added skipif feature to the needed test case file by @MichaelDecent in #338
• Made Changes in PsutilTool Test by @JustusOmbok in #340
• added the needed token to GithubTools by @MichaelDecent in #341
• fix a bug in GithubTools by @MichaelDecent in #342
• created temperature convertor tool by @Jugrajsinghbali in #343
• created test file for TemperatureConverterTool by @Jugrajsinghbali in #344
• final fix a bug in GithubTools by @MichaelDecent in #346
• added test file to Tools by @MichaelDecent in #348
• Created tests\tools\DownloadPdfTool_test.py by @JustusOmbok in #350
• fixed collection error in SentimentAnalysisTool_test.py, PaCAMP_test.… by @MichaelDecent in #349
• renamed PaCAMP_test.py to PaCAMPTool_test.py, by @MichaelDecent in #351
• fixed bug in ZapierHookTool_test.py by @MichaelDecent in #354
• reated tests\tools\GmailReadTool_test.py by @JustusOmbok in #352
• fixed bug in PsutilTool_test.py by @MichaelDecent in #355
• 0.4.1.x/tools by @MichaelDecent in #362
• Fix: Deserialization Errors by @RafaelJohn9 in #363
• fixed bug in the test_call function of PaCAMPTool_test.py by @MichaelDecent in #364
• Fix: deserialization of toolkit by @RafaelJohn9 in #365
• fixed bug in the test_call function of PaCAMPTool_test.py and PsutilT… by @MichaelDecent in #366
• fixed bug in the test_call function of GithubTool_test.py and PaCMAPT… by @MichaelDecent in #367
• 0.4.1.x/tools by @MichaelDecent in #368
• Feature: Add remove message functionality in ConversationBase by @cobycloud in #370
• fixed testcase of GmailSendTool_test.py by @MichaelDecent in #371
• refactored test_call functions by @MichaelDecent in #372
• Refactor: Changed the return types of all tools components by @RafaelJohn9 in #373
• Update: Specified return type in execute method in context chain by @RafaelJohn9 in #374
• Updated the test_call functions by @MichaelDecent in #375
• fixed collection error by @MichaelDecent in #376
• Update: Specified return types of execute method in both files by @RafaelJohn9 in #377
• 0.4.1.x/tools by @MichaelDecent in #378
• fixed error in test_call functions relating to tools by @MichaelDecent in #379
• fixed error in test_call functions relating to CodeExtractorTool_test.py by @MichaelDecent in #381
• Test community tools by @RafaelJohn9 in #382
• Fix: Tools testcase by @RafaelJohn9 in #384
• fixes on EntityRecognitionTool.py and GmailReadTool.py by @MichaelDecent in #385
• fixes on GithubTool_test.py by @MichaelDecent in #386
• started deepinframodels by @3rd-Son in #380
• 0.4.1.x/tools by @cobycloud in #387
• 0.4.1.x/vector stores by @cobycloud in #388
• Update Tests for Deep InfraModel by @RafaelJohn9 in #389
• fix on PerplexityModel.py by @MichaelDecent in #390
• fixed Toolkit_test and AccessibilityToolkit_test by @3rd-Son in #391
• fix on PerplexityModel.py Final by @MichaelDecent in #392
• Merging 0.4.1.x by @cobycloud in #393
• Update contributing.md by @pravincoder in #420
• updated allowed models in 5 files by @3rd-Son in #422
• Fix: Deserialization problem of polymorphic instances by @RafaelJohn9 in #423
• fixed JSONRequestTool by @3rd-Son in #424
• Enhancement of the GithubTools by @MichaelDecent in #427
• gh tools by @cobycloud in #429
• 🚢 Shipping 0.4.2 by @cobycloud in #426
• Added OpenRouterModel by @keetrap in #425
• modified required models for many classes by @3rd-Son in #428
• cross checked and modified the required models in OpenRouter by @3rd-Son in #434
• 0.4.4.dev1 by @cobycloud in #435
• updated allowed models for all model classes by @3rd-Son in #437
• added more Githubtools for Enhancement by @MichaelDecent in #439
• Added LeptonAIModel by @keetrap in #440
• Starting the refactoring of the sdk by @3rd-Son in #479
• 3rd son branch by @MichaelDecent in #480
• Update staging.yml by @cobycloud in #482
• Added Pinecone VectorStore by @keetrap in #483
• core & community - merge new metrics by @cobycloud in #492
• Swarmauri refactor by @RafaelJohn9 in #503
• Added FitzPdfParser.py and FitzPdfParser_test.py by @ishaan1234 in #504
• Fix: Importation errors in tests /community and /core by @RafaelJohn9 in #505
• corrected imports in swarmauri_core by @3rd-Son in #506
• Refactor: renamed tests to (unit, i9n, xfail) by @RafaelJohn9 in #509
• Added OpenAIEmbedding by @keetrap in #508
• Move ShuttleAIToolModel test by @RafaelJohn9 in #510
• import fix by @MichaelDecent in #512
• [swarmauri package refactoring]=> Import fix by @MichaelDecent in #513
• corrected a wrong import in AgentFactory by @3rd-Son in #515
• Fix: OpenAiEmbedding issue #511 and appropriate test by @RafaelJohn9 in #514
• Added GeminiEmbedding by @keetrap in #516
• Added Neo4j files by @ishaan1234 in #507
• Update query in Neo4jVectorStore.py by @ishaan1234 in #520
• Added MistralEmbedding by @keetrap in #523
• [bug fix]: Groq api connection failed by @MichaelDecent in #522
• added dotenv to openaiembedding by @3rd-Son in #525
• Update Neo4j component and test files by @ishaan1234 in #526
• fixed collection errors in community by @MichaelDecent in #528
• added skipifs and fixture for all tests requiring env by @3rd-Son in #529
• updated mistral test by @3rd-Son in #532
• [implemented parametrize features]: llms in swarmauri pkg by @MichaelDecent in #533
• RedisVectorStore by @ishaan1234 in #534
• fixed an error with OpenRouterModel_unit_test.py by @MichaelDecent in #535
• moved mistralmodel integration test to xfail folder by @3rd-Son in #536
• fixed collection error in RedisVectorStore.py by @MichaelDecent in #537
• Added TokenCountEstimatorMetric by @keetrap in #531
• added fixtures RedisVectorStore_test.py by @MichaelDecent in #539
• updated allowed models of OpenRouterModel.py by @MichaelDecent in #540
• added skipifs and fixture to test in community by @3rd-Son in #541
• Moving Redis component and test files by @ishaan1234 in #544
• updated allowed models of GroqModel.py by @MichaelDecent in #545
• added fixture and skipifs to the community tests by @3rd-Son in #546
• Fix: LLMs test cases and added new xfail test case by @RafaelJohn9 in #549
• Doc: Added some relevant documentation on zapier that will trigger a fix by @RafaelJohn9 in #542
• Cloud weaviate VectorStore by @MichaelDecent in #550
• Fix: Failing LLM tests by @RafaelJohn9 in #551
• added xfail_tests by @MichaelDecent in #554
• Removed Auth logic in the class by @MichaelDecent in #548
• moved the failing models to xfail folder by @3rd-Son in #556
• [community pkg]: update on ZapierHookTool.py by @MichaelDecent in #557
• seperate test case for llama-guard-3-8b added by @3rd-Son in #564
• updated the test expected to fail by @MichaelDecent in #565
• Lepton test: Missing file by @RafaelJohn9 in #567
• [swarmauri pkg]: collection error fixed by @MichaelDecent in #566
• Update GeminiToolModel_unit_test.py by @cobycloud in #568
• comm - Update init.py by @cobycloud in #569
• comm - update misc vector_stores by @cobycloud in #570
• comm - Update ShuttleAIModel.py by @cobycloud in #571
• comm - Update ShuttleAIModel.py by @cobycloud in #572
• swarmauri & community - Delete pkgs/swarmauri/swarmauri/llms/concrete/ShuttleAIMo… by @cobycloud in #573
• comm - Update ShuttleAIModel.py by @cobycloud in #574
• comm - CloudQdrantVectorStore_test.py & PersistentQdrantVectorStore_test by @cobycloud in #576
• Shuttleai by @ishaan1234 in #578
• Fix & refactor qdrant Vector Store by @RafaelJohn9 in #580
• comm - updated PineconeVectorStore.py by @MichaelDecent in #581
• Cloudweaviate by @ishaan1234 in #579
• exp - moved AnnoyVectorStore.py to experimental pkg by @MichaelDecent in #582
• Redis by @ishaan1234 in #583
• comm - Fixed redis testcases by @RafaelJohn9 in #585
• comm - fixed chromaDB class by @3rd-Son in #584
• Fix: failing test by bumping to punkt_tab by @RafaelJohn9 in #586
• Shipped - v0.5.0 Stable by @cobycloud in #590

New Contributors

• @faizan2700 made their first contribution in #64
• @Techie-John made their first contribution in #140
• @abdulsamodazeez made their first contribution in #141
• @Shravan773 made their first contribution in #223
• @JustusOmbok made their first contribution in #282
• @Jugrajsinghbali made their first contribution in #343
• @3rd-Son made their first contribution in #380
• @pravincoder made their first contribution in #420

Full Changelog: v0.4.0...v0.5.0