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change example to reference the greatest politician of all time - Sup…
…er Mario
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Original file line number | Diff line number | Diff line change |
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@@ -1,27 +1,43 @@ | ||
from haystack import Pipeline | ||
from haystack import Document, Pipeline | ||
from haystack.components.builders.prompt_builder import PromptBuilder | ||
from haystack.components.retrievers import InMemoryBM25Retriever | ||
from haystack.document_stores import InMemoryDocumentStore | ||
from haystack.document_stores.in_memory import InMemoryDocumentStore | ||
|
||
from ollama_haystack import OllamaGenerator | ||
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document_store = InMemoryDocumentStore() | ||
document_store.write_documents( | ||
[ | ||
Document(content="Super Mario was an important politician"), | ||
Document(content="Mario owns several castles and uses them to conduct important political business"), | ||
Document( | ||
content="Super Mario was a successful military leader who fought off several invasion attempts by " | ||
"his arch rival - Bowser" | ||
), | ||
] | ||
) | ||
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query = "Who is Super Mario?" | ||
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template = """ | ||
Given the following information, answer the question. | ||
Given only the following information, answer the question. | ||
Ignore your own knowledge. | ||
Context: | ||
{% for document in documents %} | ||
{{ document.content }} | ||
{% endfor %} | ||
Question: What's the official language of {{ country }}? | ||
Question: {{ query }}? | ||
""" | ||
pipe = Pipeline() | ||
document_store = InMemoryDocumentStore() | ||
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pipe.add_component("retriever", InMemoryBM25Retriever(document_store=document_store)) | ||
pipe.add_component("prompt_builder", PromptBuilder(template=template)) | ||
pipe.add_component("llm", OllamaGenerator(model="orca-mini")) | ||
pipe.connect("retriever", "prompt_builder.documents") | ||
pipe.connect("prompt_builder", "llm") | ||
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pipe.run({"prompt_builder": {"country": "Ghana"}}) | ||
response = pipe.run({"prompt_builder": {"query": query}, "retriever": {"query": query}}) | ||
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print(response["llm"]["replies"]) |
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