v0.5.2

What's Changed

• Fix #498: Add PyPDFTKParser and corresponding unit tests by @wpn10 in #552
• Dpgp by @RafaelJohn9 in #595
• swarmauri - Added CohereEmbedding by @keetrap in #575
• exp - migrate excess interface by @MichaelDecent in #597
• VCM Base and IPredictVision.py by @ishaan1234 in #596
• Deep Face Vision: Added test files and changed components by @ishaan1234 in #600
• Update DeepFaceDistance.py by @ishaan1234 in #605
• Audio multimodal by @RafaelJohn9 in #603
• 0.4.5.dev1 by @cobycloud in #608
• Multimodal by @ishaan1234 in #589
• swarmauri - multimodal support by @MichaelDecent in #599
• fixed the dependency issue in setup.py by @3rd-Son in #611
• Fix #494: Add PyPDF2Parser and corresponding unit tests by @wpn10 in #613
• swarm - Refactor: changed metrics to measurement by @RafaelJohn9 in #612
• swarm - implemented async, batch, stream, astream and abatch in opena… by @3rd-Son in #615
• swarm - implemented async, batch, abatch, on GeminiProModel.py by @MichaelDecent in #621
• Implemented async batch and abatch on Anthropic model by @MichaelDecent in #616
• swarm - implemented async batch, abatch for ai21model by @3rd-Son in #617
• swarm - implemented async, batch, abatch, on GroqModel.py by @MichaelDecent in #618
• Implement duckdb by @RafaelJohn9 in #609
• swarm -implemented async, stream, astream, batch and abatch by @3rd-Son in #620
• implemented async batch stream in deepinframodel by @3rd-Son in #622
• swarm - implemented apredict, batch, abatch, stream, astream for deepseekmodel by @3rd-Son in #624
• swarm - implemented apredict, astream, stream batch and abatch for lepton model by @3rd-Son in #625
• implemented async, batch, abatch, on PerplexityModel.py by @MichaelDecent in #626
• swarm - implemented async, batch, abatch, on MistralModel.py by @MichaelDecent in #627
• exp - moved pacmap affected files and spatial-doc embedding and vector store to exp pkg by @MichaelDecent in #629
• swarm -async,batch,stream in openrouter by @3rd-Son in #630
• swarm - implemented async,batch,stream in GroqToolModel.py by @MichaelDecent in #631
• swarm -async,batch and stream for openaitoolmodel by @3rd-Son in #632
• swarm - Add async stream and batch processing to MistralToolModel by @MichaelDecent in #633
• swarm -async, batch, stream coheretoolmodel by @3rd-Son in #634
• implemented async, stream, predict in anthropictoolmodel by @3rd-Son in #635
• comm - implemented DuckDBVectorStore by @3rd-Son in #636
• swarm - Add async stream and batch processing to GeminiToolModel.py by @MichaelDecent in #637
• swarm --added tests for utils by @3rd-Son in #639
• swarm - Add deepface dependency by @MichaelDecent in #641
• marked expected to fail tests with xfail by @3rd-Son in #642
• swarm - fix on collection error by @MichaelDecent in #644
• swarm - Add aiohttp dependency by @MichaelDecent in #645
• swarm - Add OpenAIAudioTTS class and unit tests by @MichaelDecent in #651
• swarm - fix for Mistral related errors by @MichaelDecent in #647
• Revert "swarm - fix for Mistral related errors" by @cobycloud in #656
• swarm - added async, stream, batch to OpenAIAudioTTS.py by @MichaelDecent in #653
• swarm - implemented deepinfraimgenmodel by @3rd-Son in #654
• exp - moved OpenRouterModel_i9n_test.py to exp pkg by @MichaelDecent in #657
• swarm - fixed mistral related error by @MichaelDecent in #658
• swarm - Add async, stream and batch support to OpenAIAudio. by @MichaelDecent in #659
• swarm - Implemented Fluxpro text to image generation model by @3rd-Son in #660
• updated the util files and test by @3rd-Son in #665
• swarn - deepinfraimg model now returns base64 strings by @3rd-Son in #666
• swarm - Add PlayHTModel with unit tests by @MichaelDecent in #667
• swarm - implemented blackforestimggenmodel by @3rd-Son in #669
• exp - shutlleaimodel and shuttleaitoolmodel by @3rd-Son in #670
• swarm - llama vision models by @3rd-Son in #671
• swarm - Add usage data tracking to AgentMessage and OpenAIModel. by @MichaelDecent in #672
• swarm - openaiimggenmodel implemented by @3rd-Son in #673
• swarm - implemented lepton text to image model by @3rd-Son in #674
• swarm - Add usage data tracking to GroqModel.py. by @MichaelDecent in #675
• swarm - Fix: Doc2Vec vector_store & embedding by @RafaelJohn9 in #676
• Swarm - Test: added test coverage in Doc2Vec by @RafaelJohn9 in #677
• swarm - Add usage data tracking to CohereModel.py. by @MichaelDecent in #679
• renamed test cases by @3rd-Son in #683
• swarm - Add usage data tracking to GeminiProModel.py. by @MichaelDecent in #681
• swarm - Add usage data tracking to AnthropicModel.py. by @MichaelDecent in #686
• exp - implemented shuttleai img gen model by @3rd-Son in #682
• comm - annoyvectorstore implemented by @3rd-Son in #689
• swarm - Add DurationManager to measure prompt and completion times by @MichaelDecent in #690
• swarm - fixed openaitool by @3rd-Son in #710
• swarm - leptonaimodel fixed by @3rd-Son in #711
• swarm - fixed pydantic warning and unnecessary temperature log by @3rd-Son in #709
• swarm - fixed coheretool unit test failure by @3rd-Son in #707
• swarm - Add usage data tracking to MistralModel.py. by @MichaelDecent in #706
• swarm - added timeout to anthropic stream tests by @3rd-Son in #712
• swarm - Add usage data tracking to PerplexityModel.py. by @MichaelDecent in #713
• swarm - Add usage data tracking to LeptonAIModel.py by @MichaelDecent in #714
• swarm - Add test and utility for printing notebook metadata by @MichaelDecent in #715
• swarm - comm - Fix: moved lepton to community by @RafaelJohn9 in #716
• swarm - fixed perplexity by @3rd-Son in #717
• swarm - Add timeout decorator for test functions and fixed bug relate… by @MichaelDecent in #719
• 0.5.1.devx by @cobycloud in #720
• swarm - Add timeout decorator to unit tests by @MichaelDecent in #722
• used timeout in experimental and community by @3rd-Son in #721
• added timeout decorator by @3rd-Son in #723
• Timeouts by @3rd-Son in https://github...

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_wor...

v0.4.4

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
• 🚢 v0.4.1 - Shipping by @cobycloud in #168
• Update publish_stable.yml by @cobycloud in #169
• Update setup.py LICENSE classifier by @cobycloud in #170
• 💭 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 https://github.com/sw...

0.4.2.dev1

Full Changelog: 0.4.1.dev137...0.4.2.dev1

0.4.1.dev137

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_wor...

v0.4.1

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
• 🚢 v0.4.1 - Shipping by @cobycloud in #168
• Update publish_stable.yml by @cobycloud in #169
• Update setup.py LICENSE classifier by @cobycloud in #170

New Contributors

• @faizan2700 made their first contribution in #64
• @RafaelJohn9 made their first contribution in #112
• @Techie-John made their first contribution in #140
• @abdulsamodazeez made their first contribution in #141

Full Changelog: v0.4.0...v0.4.1

v0.4.0

Merge pull request #46 from swarmauri/dev-py-0.4

v0.4

0.3.8.dev55

Full Changelog: v0.3.5.dev20...0.3.8.dev55

v0.3.5.dev20

94% passing /w serialization and subclassunion

0.3.4.dev59

Features

1. ComponentBase
2. Pydantic Serialization and Deserialization
3. SubclassUnion typing
4. Polymorphic Discrimination