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Useful wrappers around common AI tools: LangChain, LlamaIndex, etc.

Project description

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GPTStonks Wrappers

Description

GPTStonks Wrappers provides Auto models, similar to the transformers library, but for common AI tools instead of models: LangChain, LlamaIndex, etc.

Development

  1. Install PDM.

  2. Clone the project and install necessary packages:

# clone project
git clone https://github.com/GPTStonks/gptstonks.git
cd gptstonks

# install pdm
pip install pdm

# install package
pdm install -dG default

Sample usage with pre-trained models

In the API project, AutoLlamaIndex is used to perform retrieval-augmented generation (RAG) with OpenBB's official documentation and with pre-trained models (e.g., OpenAI, Anthropic, Llama.cpp, etc.). Additionally, AutoMultiStepQueryEngine plans and executes Internet searches to solve complex queries.

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