Useful wrappers around common AI tools: LangChain, LlamaIndex, etc.
Project description
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
-
Install PDM.
-
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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