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@ -4,8 +4,15 @@ This page covers how to use the `GPT4All` wrapper within LangChain. The tutorial
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## Installation and Setup
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- Install the Python package with `pip install pyllamacpp`
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- Download a [GPT4All model](https://github.com/nomic-ai/pyllamacpp#supported-model) and place it in your desired directory
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- Install the Python package with `pip install gpt4all`
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- Download a [GPT4All model](https://gpt4all.io/index.html) and place it in your desired directory
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In this example, We are using `mistral-7b-openorca.Q4_0.gguf`(Best overall fast chat model):
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```bash
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mkdir models
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wget https://gpt4all.io/models/gguf/mistral-7b-openorca.Q4_0.gguf -O models/mistral-7b-openorca.Q4_0.gguf
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```
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## Usage
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@ -17,7 +24,7 @@ To use the GPT4All wrapper, you need to provide the path to the pre-trained mode
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from langchain.llms import GPT4All
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# Instantiate the model. Callbacks support token-wise streaming
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model = GPT4All(model="./models/gpt4all-model.bin", n_ctx=512, n_threads=8)
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model = GPT4All(model="./models/mistral-7b-openorca.Q4_0.gguf", n_threads=8)
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# Generate text
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response = model("Once upon a time, ")
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@ -35,7 +42,7 @@ from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
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# from langchain.callbacks.streamlit import StreamlitCallbackHandler
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callbacks = [StreamingStdOutCallbackHandler()]
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model = GPT4All(model="./models/gpt4all-model.bin", n_ctx=512, n_threads=8)
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model = GPT4All(model="./models/mistral-7b-openorca.Q4_0.gguf", n_threads=8)
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# Generate text. Tokens are streamed through the callback manager.
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model("Once upon a time, ", callbacks=callbacks)
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@ -43,6 +50,6 @@ model("Once upon a time, ", callbacks=callbacks)
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## Model File
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You can find links to model file downloads in the [pyllamacpp](https://github.com/nomic-ai/pyllamacpp) repository.
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You can find links to model file downloads in the [https://gpt4all.io/](https://gpt4all.io/index.html).
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For a more detailed walkthrough of this, see [this notebook](/docs/integrations/llms/gpt4all)
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