hindsight-all
All-in-one package for Hindsight - Agent Memory That Learns
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
1 maintainer
Metadata
1 maintainer
Release files for hindsight-all 0.10.3
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| hindsight_all-0.10.3.tar.gz | 21.9 kB | Details |
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|---|---|---|---|---|
| hindsight_all-0.10.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 35.9 kB
Release files / hindsight_all-0.10.3.tar.gz
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