fleet-memory/hindsight-docs/examples/api/retain.py
DK09876 8ecb5d3a0c
Add documentation code validation system (#43)
* Add documentation code validation system

- Create runnable example scripts in examples/api/ (19 files)
- Add CodeSnippet component for extracting marked sections
- Add raw-loader dependency for importing source files
- Create sample retain-new.mdx showing new approach
- Add README documenting coverage and gaps

* Fix wheel glob expansion in test-doc-examples CI job

* Fix CI issue

* Fix wheel path - uv build outputs to repo root dist/

* Fix: use explicit shell expansion for wheel install

* Fix: run cd in subshell so install runs from repo root

* Add documentation code validation CI job

- Use uv sync + uv run pattern (matches existing CI)
- Add requests to test dependencies for cleanup scripts

* Fix async API client usage in documents.py example

* Fix main-methods.py: RecallResult and ReflectFact don't have weight attribute

* Fix opinions.py: use actual API attributes instead of non-existent ones

* Fix example scripts: remove non-existent API attributes

- recall.py: remove .weight, fix entities iteration (dict not list)
- retain.mjs: remove result.async check
2025-12-18 10:21:38 +01:00

75 lines
2 KiB
Python

#!/usr/bin/env python3
"""
Retain API examples for Hindsight.
Run: python examples/api/retain.py
"""
import os
import requests
HINDSIGHT_URL = os.getenv("HINDSIGHT_API_URL", "http://localhost:8888")
# =============================================================================
# Setup (not shown in docs)
# =============================================================================
from hindsight_client import Hindsight
client = Hindsight(base_url=HINDSIGHT_URL)
# =============================================================================
# Doc Examples
# =============================================================================
# [docs:retain-basic]
client.retain(
bank_id="my-bank",
content="Alice works at Google as a software engineer"
)
# [/docs:retain-basic]
# [docs:retain-with-context]
client.retain(
bank_id="my-bank",
content="Alice got promoted to senior engineer",
context="career update",
timestamp="2024-03-15T10:00:00Z"
)
# [/docs:retain-with-context]
# [docs:retain-batch]
client.retain_batch(
bank_id="my-bank",
items=[
{"content": "Alice works at Google", "context": "career"},
{"content": "Bob is a data scientist at Meta", "context": "career"},
{"content": "Alice and Bob are friends", "context": "relationship"}
],
document_id="conversation_001"
)
# [/docs:retain-batch]
# [docs:retain-async]
# Start async ingestion (returns immediately)
result = client.retain_batch(
bank_id="my-bank",
items=[
{"content": "Large batch item 1"},
{"content": "Large batch item 2"},
],
document_id="large-doc",
retain_async=True
)
# Check if it was processed asynchronously
print(result.var_async) # True
# [/docs:retain-async]
# =============================================================================
# Cleanup (not shown in docs)
# =============================================================================
requests.delete(f"{HINDSIGHT_URL}/v1/default/banks/my-bank")
print("retain.py: All examples passed")