fleet-memory/hindsight-docs/examples/api/documents.py
Nicolò Boschi aefb3fcf4d
fix: improve async batch retain with large payloads (#366)
* fix: improve async batch retain with large payloads

* fix: improve async batch retain with large payloads

* api

* api

* api

* api

* api

* Clean up perf benchmark: keep only Python files

- Remove README.md and PERFORMANCE_FINDINGS.md
- Remove results/ JSON files (gitignored)
- Remove test_data/ directory
- Keep only __init__.py and retain_perf.py

* docs: explain automatic batch optimization for async retain

- Add section explaining Hindsight automatically handles batch sizing
- Users don't need to manually tune batch sizes with async mode
- Hindsight splits large batches (>10k tokens) into optimized sub-batches
- Include example showing best practices

* docs: remove emojis and code example from performance page

* fix: correct OperationDetails type to match API response

- Change optional fields to use | null instead of ?
- Fixes TypeScript compilation error in control plane build

* fix: use discriminated union for OperationDetails type

- Support both success and error states properly
- Fixes TypeScript error when setting error state

* fix: use unique document_ids in batch retain examples

- Each item in a batch must have unique document_id
- Update both Python and JavaScript examples
- Fixes test-doc-examples CI failure

* chore: trigger CI

* fix: test mocking and duplicate document_ids in examples

- Mock _get_pool() in test_async_retain_tags.py to avoid _initialized error
- Set _initialized = True on mocked MemoryEngine instances
- Fix duplicate document_ids in retain.py and retain.mjs examples

* fix: properly mock async pool/connection and fix more duplicate document_ids

- Use AsyncMock for pool.acquire() to fix 'can't be used in await' error
- Fix duplicate document_ids in retain-async examples (retain.py and retain.mjs)
- Remove batch-level document_id parameter that caused duplicates

* ci: collect all doc example failures and show summary

- Run all Python/Node.js/CLI examples regardless of individual failures
- Collect failure list and display summary at the end
- Show pass/fail count and list of failed files
- Exit with failure only after running all examples

* refactor: extract doc example testing to standalone script

- Create scripts/test-doc-examples.sh to run all examples
- Collects logs of failed examples separately
- Shows full error logs only for failures at the end
- Clean summary with pass/fail counts
- Proper exit codes
- Replaces inline bash in CI workflow

* fix: doc examples - duplicate document_ids and error handling

- retain.py: move document_id to item level to avoid duplicates
- documents.mjs: add error handling for getDocument to show clear error message

* fix: update tests for duplicate document_id validation

- test_async_retain_tags: verify operation structure instead of exact UUID
- test_delete_bank: use unique document_ids (team-doc-1, team-doc-2)
2026-02-16 12:51:42 +01:00

110 lines
3.2 KiB
Python

#!/usr/bin/env python3
"""
Documents API examples for Hindsight.
Run: python examples/api/documents.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:document-retain]
# Retain with document ID
client.retain(
bank_id="my-bank",
content="Alice presented the Q4 roadmap...",
document_id="meeting-2024-03-15"
)
# Batch retain for a document with different sections
client.retain_batch(
bank_id="my-bank",
items=[
{"content": "Item 1: Product launch delayed to Q2", "document_id": "meeting-2024-03-15-section-1"},
{"content": "Item 2: New hiring targets announced", "document_id": "meeting-2024-03-15-section-2"},
{"content": "Item 3: Budget approved for ML team", "document_id": "meeting-2024-03-15-section-3"}
]
)
# [/docs:document-retain]
# [docs:document-update]
# Original
client.retain(
bank_id="my-bank",
content="Project deadline: March 31",
document_id="project-plan"
)
# Update (deletes old facts, creates new ones)
client.retain(
bank_id="my-bank",
content="Project deadline: April 15 (extended)",
document_id="project-plan"
)
# [/docs:document-update]
# [docs:document-get]
import asyncio
from hindsight_client_api import ApiClient, Configuration
from hindsight_client_api.api import DocumentsApi
async def get_document_example():
config = Configuration(host="http://localhost:8888")
api_client = ApiClient(config)
api = DocumentsApi(api_client)
# Get document to expand context from recall results
doc = await api.get_document(
bank_id="my-bank",
document_id="meeting-2024-03-15"
)
print(f"Document: {doc.id}")
print(f"Original text: {doc.original_text}")
print(f"Memory count: {doc.memory_unit_count}")
print(f"Created: {doc.created_at}")
asyncio.run(get_document_example())
# [/docs:document-get]
# [docs:document-delete]
from hindsight_client_api import ApiClient, Configuration
from hindsight_client_api.api import DocumentsApi
async def delete_document_example():
config = Configuration(host="http://localhost:8888")
api_client = ApiClient(config)
api = DocumentsApi(api_client)
# Delete document and all its memories
result = await api.delete_document(
bank_id="my-bank",
document_id="meeting-2024-03-15"
)
print(f"Deleted {result.memory_units_deleted} memories")
asyncio.run(delete_document_example())
# [/docs:document-delete]
# =============================================================================
# Cleanup (not shown in docs)
# =============================================================================
requests.delete(f"{HINDSIGHT_URL}/v1/default/banks/my-bank")
print("documents.py: All examples passed")