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Jan 9, 2024
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Working Example #15

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26 changes: 11 additions & 15 deletions README.md
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Expand Up @@ -30,32 +30,28 @@ from ionic_langchain.tool import IonicTool
from langchain.agents import AgentType, Tool
from langchain.agents import initialize_agent
from langchain.chat_models import ChatOpenAI
from langchain.memory import ConversationBufferWindowMemory, RedisChatMessageHistory


tools: List[Tool] = [
tools = [
IonicTool().tool(),
# others,
# your other tools,
]
redis_memory = RedisChatMessageHistory(url=os.environ.get("REDIS_URL"),session_id="chatId"),
memory = ConversationBufferWindowMemory(
k=12,
return_messages=True,
chat_memory=redis_memory,
memory_key="chat_history",
)

agent = initialize_agent(
tools=tools,
llm=ChatOpenAI(openai_api_key=os.environ.get("OPENAI_API_KEY"),temperature=0.5),
agent=AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION,
memory=memory,
llm=ChatOpenAI(openai_api_key="your_key_here", temperature=0.7),
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@gmkohler gmkohler Jan 8, 2024

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should we change our impl?

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@owensims1 owensims1 Jan 9, 2024

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in our agent? no that works because it has redis, etc.

agent=AgentType.CHAT_ZERO_SHOT_REACT_DESCRIPTION,
handle_parsing_errors=True,
verbose=True,
)

agent.run(input="Roadhouse VHS")

input = "Where can I get tide pods"
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@gmkohler gmkohler Jan 8, 2024

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hiding somewhere in your child's room

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@gmkohler gmkohler Jan 8, 2024

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Tide PODS®


agent.run(input=input)
```

_Please see the [langchain agent docs](https://python.langchain.com/docs/modules/agents/) for more details on how to build and run agents_
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@gmkohler gmkohler Jan 8, 2024

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underscore?

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@gmkohler gmkohler Jan 8, 2024

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oh that's italicization, carry on


### Customizing the SDK

`ionic_langchain.tool.IonicTool`'s constructor accepts an instance of `ionic_langchain.tool.Ionic`, a wrapper around [our SDK](https://pypi.org/project/Ionic-API-SDK/). `ionic_langchain.tool.Ionic`, in turn accepts an instance of that SDK, so you can provide the tool with a custom configuration:
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