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

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.9.2)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for vectorize-io from gravatar.com vectorize-io

Requires

Python >=3.11

Provides Extra

test

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