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harrison/guards
scad/api-chain
harrison/prompt-bugs
harrison/sql-agent
harrison/pinecone-try-except
harrison/callback-updates
harrison/map-rerank
harrison/combine-docs-parse
harrison/azure-rfc
harrison/sequential_chain_from_prompts
harrison/agent-refactor
harrison/agent_intermediate_steps
harrison/agent_multi_inputs
harrison/promot-mrkl
harrison/fix_logging_api
harrison/use_output_parser
harrison/track_intermediate_steps
harrison/sql_error
harrison/logging_to_file
harrison/output_parser
harrison/flexible_model_args
harrison/agent-improvements
harrison/router_docs
harrison/docs
samantha/add_llm_to_example
harrison/reorg_smart_chains
mako-templates
harrison/save_metadatas
harrison/router
harrison/custom_pipeline
harrison/chain_pipeline
harrison/prompts_docs
harrison/attempt_citing_in_prompt
harrison/load_prompt
harrison/prompts_take_2
harrison/ape
harrison/prompt_examples
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langchain/templates/rewrite-retrieve-read
History
Erick Friis ebf998acb6
Templates (#12294) 
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Lance Martin <lance@langchain.dev>
Co-authored-by: Jacob Lee <jacoblee93@gmail.com>
 		11 months ago
..
rewrite_retrieve_read Templates (#12294) 11 months ago
tests Templates (#12294) 11 months ago
README.md Templates (#12294) 11 months ago
main.py Templates (#12294) 11 months ago
poetry.lock Templates (#12294) 11 months ago
pyproject.toml Templates (#12294) 11 months ago

README.md

Rewrite-Retrieve-Read

Rewrite-Retrieve-Read is a method proposed in the paper Query Rewriting for Retrieval-Augmented Large Language Models

Because the original query can not be always optimal to retrieve for the LLM, especially in the real world... we first prompt an LLM to rewrite the queries, then conduct retrieval-augmented reading

We show how you can easily do that with LangChain Expression Language