v0.0.28

What's New

Addition of different aggregation methods (sum, mean, max) and improvements to HybridRouteLayer thanks to @andreped! Much maintenance, fixes, and optimization.

What's Changed

• chore: splitters code clean by @jamescalam in #182
• fix: clip notebook fix by @jamescalam in #183
• fix: fixes #188 AzureOpenAIEncoder issue by @szelesaron in #189
• fix: Fit and vec_evaluate can now handle dynamic routes by @Siraj-Aizlewood in #192
• refactor: Removed trigger from RouteChoice by @Siraj-Aizlewood in #195
• feat: Support for setting top_k for HybridRouteLayer by @andreped in #197
• fix: optional dependency issue by @zahid-syed in #190
• feat: Support openai base_url by @bdqfork in #180
• fix: README route example simplification by @andreped in #196
• chore: Update FastEmbed to latest by @Anush008 in #200
• feat: Support for setting aggregation for (Hybrid)RouteLayer by @andreped in #202
• chore: prepare v0.0.28 release by @jamescalam in #205

New Contributors

• @szelesaron made their first contribution in #189
• @andreped made their first contribution in #197
• @bdqfork made their first contribution in #180
• @Anush008 made their first contribution in #200

Full Changelog: v0.0.27...v0.0.28

Release v0.0.27

We now have multi-modal support! See here for a Shrek vs. not-Shrek route layer.

What's Changed

• feat: add CLIP for multi modal by @jamescalam in #155
• chore: v0.0.27 release prep by @jamescalam in #181

Full Changelog: v0.0.26...v0.0.27

Release v0.0.26

What's Changed

• fix: Image type by @simjak in #178

Full Changelog: v0.0.25...v0.0.26

Release v0.0.25

What's Changed

• feat: Unstructured elements splitting example by @simjak in #169
• fix: PineconeIndex upsert request size limit by @siddicky in #165
• fix: RollingWindowSplitter fixes by @simjak in #175
• fix: PIL Image type by @simjak in #176
• chore: Release 0.0.25 by @simjak in #177

New Contributors

• @siddicky made their first contribution in #165

Full Changelog: v0.0.24...v0.0.25

Release v0.0.24

What's Changed

• add set threshold by @jamescalam in #170

Full Changelog: v0.0.23...v0.0.24

Release v0.0.23

What's New

Added image embeddings with VitEncoder by @bruvduroiu , new splitting methods from @simjak

What's Changed

• chore: move pinecone demo by @jamescalam in #154
• feat: Adds VitEncoder for visual transformers by @bruvduroiu in #129
• fix: llm verbose bug by @Siraj-Aizlewood in #157
• docs: WIP Create CONTRIBUTING.md by @Siraj-Aizlewood in #158
• fix: Corrected Linting Procedure in CONTRIBUTING.md by @Siraj-Aizlewood in #162
• fix: Added batches for large dataset training error by @zahid-syed in #161
• feat: openai encoder org id support by @maxyousif15 in #159
• feat: Added ollama.py by @CP500 in #156
• fix: added defaults. mistral added to layer.py by @dwmorris11 in #167
• feat: Rolling window splitter by @simjak in #150

New Contributors

• @zahid-syed made their first contribution in #161
• @maxyousif15 made their first contribution in #159
• @CP500 made their first contribution in #156

Full Changelog: v0.0.22...v0.0.23

v0.0.22

Small hotfix for PineconeIndex and new notebook in the /docs demonstrating how to use it.

What's Changed

• feat: Pinecone demo and hotfix by @jamescalam in #153

Full Changelog: v0.0.21...v0.0.22

Release v0.0.21

Release v0.0.21

Key new features include MistralAI API for Mistral LLMs and encoders by @dwmorris11, support for more scalable and persistent route layers using Pinecone by @Siraj-Aizlewood and @jamescalam, and new splitting mechanisms for Conversation objects to improve context support for routing decisions by @Siraj-Aizlewood.

What's Changed

• feat: Added Method for Deletion of Routes in RouteLayer by @Siraj-Aizlewood in #128
• feat: Incorporating Semantic Topic Splitters into Conversation by @Siraj-Aizlewood in #134
• fix: pip install error in 03-basic-langchain-agent.ipynb by @jzcruiser in #131
• fix: issue #94 added from clause to the exception statement in by @dwmorris11 in #143
• feat: Added support for MistralAI API. This includes a by @dwmorris11 in #142
• feat: separate indexes and PineconeIndex by @jamescalam in #146
• fix: Saving JSON/YAML of Layer Config by @Siraj-Aizlewood in #145

New Contributors

• @jzcruiser made their first contribution in #131
• @dwmorris11 made their first contribution in #143

Full Changelog: v0.0.20...v0.0.21

Release v0.0.20

What's Changed

• fix: colab conflict fix by @jamescalam in #127

Full Changelog: v0.0.19...v0.0.20

Release v0.0.19

What's New

We've added more flexible and accurate routes. By using route-specific score thresholds and the new route layer fit and evaluate methods, we can get optimal route layer performance in seconds! We have also added a few new example notebooks and support for OpenAI's 3rd generation embedding models and the new dimensions parameter that they introduce.

What's Changed

• feat: Optimal Route-Level Score Thresholds by @Siraj-Aizlewood in #121
• feat: new examples and openai upgrade by @jamescalam in #126

Full Changelog: v0.0.18...v0.0.19