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I have implemented a hybrid search with according ingest and search pipeline, using text embeddings on document chunks, as the embedding models have input token size limitations of course.
The inge…
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Hello,
I'm encountering an issue when trying to deploy a RAG (Retrieval-Augmented Generation) application using Hayhooks and the Haystack framework. I have two pipelines: `postgres_indexing` and `p…
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I used `/examples/pipelines/rag/llamaindex_ollama_github_pipeline.py` and uploaded the file through the main UI. I then get a status 500 but upon refreshing the page the pipeline exists in the page.
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Issue to track implementation/research into multi-hop retrieval
Meaning the RAG system will perform query decomposition, to breakdown the original query into pieces, obtain answers relevant those, an…
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### Feature Description
Implement a clustering-based retrieval method for RAG pipelines using algorithms like DBSCAN. This feature would cluster document embeddings during indexing and retrieve docum…
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Issue is to track existing RAG implementations for reference.
RAGFlow: https://github.com/infiniflow/ragflow
Kotaemon: https://github.com/Cinnamon/kotaemon/tree/main
Langroid demo: https://github…
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We want to showcase async RAG pipelines in 2.0.
There is already async 2.0 code in: https://github.com/deepset-ai/haystack/commit/48534693a45072041309c3f9e3b572ef09f2ac9e
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I ran the rag example in intel_extension_for_transformers/neural_chat/pipeline/plugins/retrieval/README.md and I got this error -
![example_py](https://github.com/user-attachments/assets/9c553bca-74…
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### Description
The SCC checks in AI Guardrails profile require a dynamic scan in the CC pipeline run.
To enable the dynamic scanning, the following properties need to be set in the pipeline or a …
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### Is there an existing issue for the same feature request?
- [X] I have checked the existing issues.
### Is your feature request related to a problem?
_No response_
### Describe the feature you'…