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chore: add Agent, sort experiments reverse (#216)
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* chore: add Agent, sort experiments reverse

* fix: link
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@mathislucka
mathislucka authored Mar 4, 2025
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### Active experiments

| Name | Type | Expected End Date | Dependencies | Cookbook | Discussion |
| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------- | ----------------- | ------------ |------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| ------------------------------------------------------------------------------ |
| [`EvaluationHarness`][1] | Evaluation orchestrator | October 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/rag_eval_harness.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/74) |
| [`ChatMessageWriter`][5] | Memory Component | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`ChatMessageRetriever`][6] | Memory Component | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`InMemoryChatMessageStore`][7] | Memory Store | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`Auto-Merging Retriever`][8] & [`HierarchicalDocumentSplitter`][9] | Document Splitting & Retrieval Technique | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/auto_merging_retriever.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/78) |
| [`LLMMetadataExtractor`][13] | Metadata extraction with LLM | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-experimental/blob/main/examples/metadata_extraction_with_llm_metadata_extractor.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/130) |
| [`SuperComponent`][19] | Component | February 2025 | None | | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/189) |

[1]: https://github.com/deepset-ai/haystack-experimental/tree/main/haystack_experimental/evaluation/harness
[2]: https://github.com/deepset-ai/haystack-experimental/tree/fe20b69b31243f8a3976e4661d9aa8c88a2847d2/haystack_experimental/components/tools/openai
[3]: https://github.com/deepset-ai/haystack-experimental/tree/fe20b69b31243f8a3976e4661d9aa8c88a2847d2/haystack_experimental/components/tools/openapi
[5]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/writers/chat_message_writer.py
[6]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/retrievers/chat_message_retriever.py
[7]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/chat_message_stores/in_memory.py
[8]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/retrievers/auto_merging_retriever.py
[9]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/splitters/hierarchical_doc_splitter.py
[13]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/extractors/llm_metadata_extractor.py
[17]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/core/pipeline/async_pipeline.py
[18]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/core/pipeline/pipeline.py
[19]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/core/super_component/super_component.py
| Name | Type | Expected End Date | Dependencies | Cookbook | Discussion |
|---------------------------------------------------------------------|------------------------------------------|-------------------|--------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
| [`Agent`][1] | Simplify Agent development | April 2025 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/github_issue_resolver_agent.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/189) |
| [`SuperComponent`][2] | Component | February 2025 | None | | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/189) |
| [`LLMMetadataExtractor`][3] | Metadata extraction with LLM | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-experimental/blob/main/examples/metadata_extraction_with_llm_metadata_extractor.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/130) |
| [`Auto-Merging Retriever`][4] & [`HierarchicalDocumentSplitter`][5] | Document Splitting & Retrieval Technique | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/auto_merging_retriever.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/78) |
| [`InMemoryChatMessageStore`][6] | Memory Store | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`ChatMessageRetriever`][7] | Memory Component | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`ChatMessageWriter`][8] | Memory Component | December 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/conversational_rag_using_memory.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/75) |
| [`EvaluationHarness`][9] | Evaluation orchestrator | October 2024 | None | <a href="https://colab.research.google.com/github/deepset-ai/haystack-cookbook/blob/main/notebooks/rag_eval_harness.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [Discuss](https://github.com/deepset-ai/haystack-experimental/discussions/74) |

[1]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/agents/agent.py
[2]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/core/super_component/super_component.py
[3]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/extractors/llm_metadata_extractor.py
[4]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/retrievers/auto_merging_retriever.py
[5]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/splitters/hierarchical_doc_splitter.py
[6]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/chat_message_stores/in_memory.py
[7]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/retrievers/chat_message_retriever.py
[8]: https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/writers/chat_message_writer.py
[9]: https://github.com/deepset-ai/haystack-experimental/tree/main/haystack_experimental/evaluation/harness

### Adopted experiments
| Name | Type | Final release | Cookbook |
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