-
Notifications
You must be signed in to change notification settings - Fork 690
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
df8d5bb
commit d4c0c54
Showing
17 changed files
with
65 additions
and
27 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,12 +1,24 @@ | ||
# Embedding & Vector | ||
|
||
## Articles | ||
- [Introducing text and code embeddings](https://openai.com/index/introducing-text-and-code-embeddings/) | ||
- [Embedding models](https://ollama.com/blog/embedding-models) | ||
- [Get Started with Milvus Vector DB in .NET](https://devblogs.microsoft.com/dotnet/get-started-milvus-vector-db-dotnet/) | ||
- [Introducing the ML.NET Text Classification API](https://devblogs.microsoft.com/dotnet/introducing-the-ml-dotnet-text-classification-api-preview/) | ||
- [Introduction to Sentence Transformers](https://www.marqo.ai/course/introduction-to-sentence-transformers) | ||
- [Automate vector search in Postgres with any Hugging Face transformer](https://tembo.io/blog/sentence-transformers) | ||
- [How to use Chroma to store and query vector embeddings](https://stephencollins.tech/posts/how-to-use-chroma-to-store-and-query-vector-embeddings) | ||
- [How to use Milvus to Store and Query Vector Embeddings](https://stephencollins.tech/posts/how-to-use-milvus-to-store-and-query-vector-embeddings) | ||
- [Introduction to Vector Search and Embeddings](https://stephencollins.tech/posts/introduction-to-vector-search-and-embeddings) | ||
- [Code Search with Vector Embeddings: A Transformer's Approach](https://stephencollins.tech/posts/code-search-with-vector-embeddings) | ||
|
||
## Videos | ||
- [Vector Database Explained | What is Vector Database?](https://www.youtube.com/watch?v=72XgD322wZ8) | ||
- [OpenAI Embeddings and Vector Databases Crash Course](https://www.youtube.com/watch?v=ySus5ZS0b94) | ||
|
||
## Libraries | ||
- [neuml/txtai](https://github.com/neuml/txtai) - All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows | ||
- [chroma-core/chroma](https://github.com/chroma-core/chroma) - the AI-native open-source embedding database | ||
- [chroma-core/chroma](https://github.com/chroma-core/chroma) - the AI-native open-source embedding database | ||
- [milvus-io/milvus](https://github.com/milvus-io/milvus) - A cloud-native vector database, storage for next generation AI applications | ||
- [UKPLab/sentence-transformers](https://github.com/UKPLab/sentence-transformers/) - State-of-the-Art Text Embeddings | ||
- [dotnet/smartcomponents](https://github.com/dotnet/smartcomponents) - Sample intelligent app features provided as reusable .NET components |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,9 @@ | ||
# ML.Net | ||
|
||
## Articles | ||
- [What's new in ML.NET](https://learn.microsoft.com/en-us/dotnet/machine-learning/whats-new/overview) | ||
- [Using Huggingface Transformers with ML.NET](https://rubikscode.net/2021/10/25/using-huggingface-transformers-with-ml-net/) | ||
- [BERT Tokenizers NuGet Package for C#](https://rubikscode.net/2022/09/13/bert-tokenizers-for-ml-net/) | ||
|
||
## Libraries | ||
- [dotnet/machinelearning](https://github.com/dotnet/machinelearning) - ML.NET is an open source and cross-platform machine learning framework for .NET. |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,5 +1,11 @@ | ||
# Hugging Face | ||
|
||
## Articles | ||
- [Chat Templates](https://huggingface.co/blog/chat-templates) | ||
|
||
## Videos | ||
- [Getting Started With Hugging Face in 15 Minutes | Transformers, Pipeline, Tokenizer, Models](https://www.youtube.com/watch?v=QEaBAZQCtwE) | ||
- [What is Hugging Face - Crash Course (No Coding) | ML Products for Beginners](https://www.youtube.com/watch?v=x8gdOPO35HA) | ||
- [What is Hugging Face - Crash Course (No Coding) | ML Products for Beginners](https://www.youtube.com/watch?v=x8gdOPO35HA) | ||
|
||
## Libraries | ||
- [huggingface/transformers](https://github.com/huggingface/transformers) - Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,4 +1,4 @@ | ||
# Models | ||
|
||
## Libraries | ||
- [deepseek-ai/DeepSeek-Coder-V2](https://github.com/deepseek-ai/DeepSeek-Coder-V2) - DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence | ||
- [deepseek-ai/DeepSeek-Coder-V2](https://github.com/deepseek-ai/DeepSeek-Coder-V2) - DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
5 changes: 0 additions & 5 deletions
5
docs/architectural-design-principles/strangler-fig-pattern.md
This file was deleted.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,10 +1,6 @@ | ||
# Strangler Fig pattern | ||
|
||
## 📕 Articles | ||
# Strangler Fig Pattern | ||
|
||
## Articles | ||
- [Strangler Fig pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/strangler-fig) | ||
|
||
## 🚀 Samples | ||
|
||
- [VisualReCode/Cocoon](https://github.com/VisualReCode/Cocoon) | ||
> An implementation of the Strangler Fig pattern for ASP.NET Core | ||
- [StranglerFigApplication](https://martinfowler.com/bliki/StranglerFigApplication.html) | ||
- [Refactoring Legacy Code with the Strangler Fig Pattern](https://shopify.engineering/refactoring-legacy-code-strangler-fig-pattern) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.