Build an Advanced RAG App: Query Rewriting - DEV Community Taking the RAG pipeline from the last article, “How to build a basic RAG app”, we will introduce Query Rewriting into it We will ask it a question a bit more advanced than last time and observe whether the response improves with Query Rewriting over without it
DeepRetrieval query_rewrite. py at main · pat-jj DeepRetrieval Note: The query should use Boolean operators (AND, OR) and parentheses for grouping terms appropriately Here's the user query: """ input_str += user_query + """ Assistant: Let me rewrite the query with reasoning <think> """ return [ {"role": "system", "content": "You are a helpful assistant
GitHub - xbmxb RAG-query-rewriting We first prompt an LLM to generate the query, then use a web search engine to retrieve contexts Furthermore, to better align the query to the frozen modules, we propose a trainable scheme for our pipeline
Rewrite queries with semantic ranker in Azure AI Search - Azure AI . . . Query rewriting is the process of transforming a user's query into a more effective one, adding more terms and refining search results The search service sends the search query (or a variation of it) to a generative model that generates alternative queries
05-LangGraph-Add-Query-Rewrite. ipynb - Colab In this tutorial, we will cover the process of restructuring the original question by incorporating a Query Rewrite step When a user's question is received, it enables more effective
Prompting GPT Assistant to rewrite query in API Analyze the chat history and determine if the current user query is related to the previous conversation If so, provide the relevant context, data, keywords, and codes to pass it to the SQL agent
Advanced RAG 06: Exploring Query Rewriting This context discusses various query rewriting techniques for aligning the semantics of queries and documents in Retrieval Augmented Generation (RAG), including Hypothetical Document Embeddings (HyDE), Rewrite-Retrieve-Read, Step-Back Prompting, Query2Doc, and ITER-RETGEN
Build an Advanced RAG App: Query Rewriting - DZone Taking the RAG pipeline from the last article, “How to build a basic RAG app”, we will introduce Query Rewriting into it We will ask it a question a bit more advanced than last time and observe whether the response improves with Query Rewriting over without it