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[ ] I checked the [documentation](https://docs.ragas.io/) and related resources and couldn't find an answer to my question.
**Your Question**
What is the use of docstore in TestsetGenerator. How i…
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### Is your feature request related to a problem? Please describe.
LLMs (Large Language Models) with RAG (Retrieval Augmented Generation) access user's own data to generate answers grounded on facts …
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lol.
`Incase you're curious we use named entity recognition models to extract key words / phrases. Then use bm25 + vector search to identify the top results! `
Collections of Papers
- https://…
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## Summary and motivation
Elasticsearch offers multiple retrieval features including
- approximate dense vector retrieval with embedding inference in Python or in Elasticsearch
- exact dense vect…
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The SWR will identify duplicates based on metadata. [https://github.com/soilwise-he/Soilwise-userstories/issues/16](url)
Origin: D1.3 [Repository architecture](https://ilvo.sharepoint.com/:w:/s/HE…
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## ざっくり言うと
- ad hoc retrievalにBERTを適用してSOTA
- 一般的な文書ではBERTの入力長さの範囲を超えてしまうので,文書中の各文についてBERTで推論を行い,スコアを計算
- 各文についてのラベルは無いので,2通りの学習方法を比較
- スコアはQL+RM3と線形補完
#### キーワード
- IR
- NLP
- Neural model
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Currently we do a character/word based chunking that is very simple. We should enhance our chunking strategies to possibly include:
* Recursive Character Chunking
* Token Based Chunking
* Documen…
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For https://github.com/elastic/kibana/issues/192031, we need to have a CI task or workflow that would
- Retrieve the subset of documentation articles we are interested in from the innovation team's c…
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Employ a bit advance techniques for segmentation and reranking in 'ask_bharat' bot.
Reference can be https://lightning.ai/lightning-ai/studios/document-search-and-retrieval-using-rag?view=public&se…
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Explore and document methods to use decomposed DDC numbers for indexing and/or query expansion in retrieval systems such as Solr/Elasticsearch/...
To give an example, a document with DDC number [70…