d054b88403
* fix: add PEP 561 py.typed marker to all Python packages Add empty py.typed marker files to all 13 Python packages that were missing them. Only hindsight-integrations/autogen already had one. Per PEP 561, packages that wish to support type checking must include a py.typed marker file. Without it, type checkers (mypy, pyright) treat the package as untyped and skip all inline type annotations. Fixes #965 * fix: ensure py.typed markers survive client regeneration Add touch commands in generate-clients.sh to recreate PEP 561 py.typed marker files after the OpenAPI generator runs, since the script deletes and regenerates the hindsight_client_api directory. --------- Co-authored-by: r266-tech <r266-tech@users.noreply.github.com> |
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| .. | ||
| hindsight | ||
| tests | ||
| pyproject.toml | ||
| README.md | ||
hindsight-all
All-in-one package for Hindsight - Agent Memory That Works Like Human Memory
Quick Start
from hindsight import start_server, HindsightClient
# Start server with embedded PostgreSQL
server = start_server(
llm_provider="groq",
llm_api_key="your-api-key",
llm_model="openai/gpt-oss-120b"
)
# Create client
client = HindsightClient(base_url=server.url)
# Store memories
client.put(agent_id="assistant", content="User prefers Python for data analysis")
# Search memories
results = client.search(agent_id="assistant", query="programming preferences")
# Generate contextual response
response = client.think(agent_id="assistant", query="What languages should I recommend?")
# Stop server when done
server.stop()
Using Context Manager
from hindsight import HindsightServer, HindsightClient
with HindsightServer(llm_provider="groq", llm_api_key="...") as server:
client = HindsightClient(base_url=server.url)
# ... use client ...
# Server automatically stops
Installation
pip install hindsight-all