How does AGNO achieve a conversation store like OpenAI?

hope_321 · April 21, 2025, 1:03am

I would like an example of how AGNO can achieve a conversation store like OpenAI, and how AI can analyze previous conversations

Monali · April 21, 2025, 5:37am

Hey @hope_321 thank you for sharing your inputs. I have added this in our community wishlist and will take some time to discuss this internally.

Thank you again for reaching out and using Agno

ayush · April 23, 2025, 8:13am

Hey @hope_321 ,

If you’re looking to store sessions, here’s how we do it using storage:

For analyzing previous conversations, you can explore how we use memories:

Agent with Session Summaries - Agno

More examples here:

Playground example with memory:

github.com/agno-agi/agno

cookbook/playground/demo.py

main

"""Run `pip install openai exa_py duckduckgo-search yfinance pypdf sqlalchemy 'fastapi[standard]' youtube-transcript-api python-docx agno` to install dependencies."""

from datetime import datetime
from textwrap import dedent

from agno.agent import Agent
from agno.memory.v2 import Memory
from agno.memory.v2.db.sqlite import SqliteMemoryDb
from agno.models.openai import OpenAIChat
from agno.playground import Playground, serve_playground_app
from agno.storage.sqlite import SqliteStorage
from agno.tools.dalle import DalleTools
from agno.tools.duckduckgo import DuckDuckGoTools
from agno.tools.exa import ExaTools
from agno.tools.yfinance import YFinanceTools
from agno.tools.youtube import YouTubeTools

agent_storage_file: str = "tmp/agents.db"
memory_storage_file: str = "tmp/memory.db"
image_agent_storage_file: str = "tmp/image_agent.db"

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You can also test it live here:

Thanks!

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How does AGNO achieve a conversation store like OpenAI?

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