e2fea8fecc
- Update version to 0.0.20 in all components - Python packages: hindsight-api, hindsight-dev, hindsight-dev/benchmarks, hindsight-all - Python client: hindsight-clients/python - TypeScript client: hindsight-clients/typescript - Rust CLI: hindsight-cli - Control Plane: hindsight-control-plane - Helm chart |
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| .. | ||
| hindsight | ||
| tests | ||
| pyproject.toml | ||
| README.md | ||
hindsight-all
All-in-one package for Hindsight - Semantic memory system with personality-driven thinking for AI agents.
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