Amna Mubashar

The Multiplexer component will be removed in 2.4 release, so the below resources need to be updated to showcase the use of BranchJoiner instead. 1. [37_Simplifying_Pipeline_Inputs_with_Multiplexer](https://github.com/deepset-ai/haystack-tutorials/blob/dcb384ebee58a8aade29f6a707d0169b51cf5fac/tutorials/37_Simplifying_Pipeline_Inputs_with_Multiplexer.ipynb#L9) 2. [ReadMe](https://github.com/deepset-ai/haystack-tutorials/blob/dcb384ebee58a8aade29f6a707d0169b51cf5fac/README.md?plain=1#L47) 3. [index.toml](https://github.com/deepset-ai/haystack-tutorials/blob/dcb384ebee58a8aade29f6a707d0169b51cf5fac/index.toml#L404)

**Is your feature request related to a problem? Please describe.** The `BedrockGenerator` now supports `streaming_callback`, similar to the `OpenAIGenerator`. After its release, it would be beneficial to include an example...

## Summary and motivation Motivation from this issue [#6749](https://github.com/deepset-ai/haystack/issues/6749) raised by community members ## Detailed design Create a new document store for Azure AI search allowing operations of vector search,...

### Related Issues - fixes #936 ### Proposed Changes: Allow passing stream parameter to run() method to GoogleAIGeminiGenerator and GoogleVertexGeminiGenerator. This allows passing stream during the pipeline run and prevents...

feat: Add Azure AI Search integration

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### Related Issues - fixes #950 ### Proposed Changes: Implement a document store for [Azure AI Search.](https://learn.microsoft.com/en-us/azure/search/search-how-to-create-search-index?tabs=portal) ### How did you test it? Add unit tests for document store ###...

feat: support bi-encoder models in TransformerSimilarityRanker

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**Is your feature request related to a problem? Please describe.** The current implementation of `TransformerSimilarityRanker` only supports cross-encoder models, which limits the use of bi-encoder models like ColBERT v2.0. Related...

New tutorial for: Classification of Queries for Haystack 2.0

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**Describe the tutorial you would like to see here** A similar tutorial on the [Query Classifier](https://haystack.deepset.ai/tutorials/14_query_classifier) for Haystack 2.0, as most of the tutorials for Haystack 1.0 have corresponding versions...

### Related Issues - fixes #950 ### Proposed Changes: Implement a document store for [Azure AI Search.](https://learn.microsoft.com/en-us/azure/search/search-how-to-create-search-index?tabs=portal) ### How did you test it? Add unit tests for document store ###...

**Describe the solution you'd like** A functional implementation of the basic AzureAISearchDocumentStore with full CRUD operations, including both unit and integration tests. **Additional Context** This task is a sub-task of...

Create a tutorial or at least a cookbook for the _Self-Reflecting Agents with Loops_ DLAI course lesson based on the [work](https://github.com/deepset-ai/haystack/issues/8410#issuecomment-2388474223) that has already been done.