74 lines
2.2 KiB
Python
74 lines
2.2 KiB
Python
#!/usr/bin/env python3
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"""
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Opinions API examples for Hindsight (deprecated - kept for versioned docs).
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This file is preserved for backward compatibility with v0.3 documentation.
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Opinions have been replaced by Mental Models in v0.4+.
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"""
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import os
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import requests
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from hindsight_client import Hindsight
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HINDSIGHT_URL = os.getenv("HINDSIGHT_API_URL", "http://localhost:8888")
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client = Hindsight(base_url=HINDSIGHT_URL)
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# [docs:opinion-form]
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# Opinions are automatically formed when the bank encounters
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# claims, preferences, or judgments in retained content
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client.retain(
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bank_id="my-bank",
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content="I think Python is excellent for data science because of its libraries"
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)
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# The bank forms an opinion with confidence based on evidence
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# [/docs:opinion-form]
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# [docs:opinion-search]
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# Search for opinions on a topic
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response = client.recall(
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bank_id="my-bank",
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query="What do you think about Python?",
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types=["opinion"]
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)
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for opinion in response.results:
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print(f"Opinion: {opinion.text}")
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print(f"Confidence: {opinion.confidence}")
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# [/docs:opinion-search]
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# [docs:opinion-disposition]
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# Bank disposition affects how opinions are formed
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# High skepticism = lower confidence, requires more evidence
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# Low skepticism = higher confidence, accepts claims more readily
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client.create_bank(
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bank_id="skeptical-bank",
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disposition={"skepticism": 5, "literalism": 3, "empathy": 2}
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)
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# Same content, different confidence due to disposition
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client.retain(bank_id="skeptical-bank", content="Python is the best language")
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# [/docs:opinion-disposition]
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# [docs:opinion-in-reflect]
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# Opinions influence reflect responses
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response = client.reflect(
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bank_id="my-bank",
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query="Should I use Python for my data project?"
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)
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# The response incorporates the bank's opinions with appropriate confidence
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print(response.text)
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# [/docs:opinion-in-reflect]
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# =============================================================================
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# Cleanup (not shown in docs)
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# =============================================================================
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requests.delete(f"{HINDSIGHT_URL}/v1/default/banks/my-bank")
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requests.delete(f"{HINDSIGHT_URL}/v1/default/banks/skeptical-bank")
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print("opinions.py: All examples passed")
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