add tutuorial for RAG of openai and bedrock #2975
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Signed-off-by: Yaliang Wu <[email protected]>
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Failure
| "ext": { | ||
| "generative_qa_parameters": { | ||
| "llm_model": "bedrock/claude", | ||
| "llm_question": "What's the population increase of New York City from 2021 to 2023?", |
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Is it a required parameter here? Why don't we use the content of query?
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Yes llm_question is mandatory , check this doc https://opensearch.org/docs/latest/search-plugins/conversational-search/
This is the feature's design. Some query may have no the content or have different query with the question.
| "ext": { | ||
| "generative_qa_parameters": { | ||
| "llm_model": "bedrock/claude", | ||
| "llm_question": "What's the population increase of New York City from 2021 to 2023?", |
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Since this is a conversational search, can you try a follow up question to demo this is an on-going conversation? Maybe we can try another questions like "based on the population increased in New York, is it the fastest growing city in the world?", or other follow up questions.
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make sense, will add a following up question
| "_id": "2", | ||
| "_score": 9.042081, | ||
| "_source": { | ||
| "text": "Chart and table of population level and growth rate for the New York City metro area from 1950 to 2023. United Nations population projections are also included through the year 2035.\\nThe current metro area population of New York City in 2023 is 18,937,000, a 0.37% increase from 2022.\\nThe metro area population of New York City in 2022 was 18,867,000, a 0.23% increase from 2021.\\nThe metro area population of New York City in 2021 was 18,823,000, a 0.1% increase from 2020.\\nThe metro area population of New York City in 2020 was 18,804,000, a 0.01% decline from 2019." |
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same comments, wanting to see more queries to demo the conversational features.
Description
Add tutorial for RAG of OpenAI and bedrock
Related Issues
Resolves #[Issue number to be closed when this PR is merged]
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