GPTStonks Core

Welcome to the GPTStonks Core documentation! This project allows you to interact with a powerful financial chatbot built on top of the latest AI and financial tools. Whether you're a developer looking to integrate financial chat capabilities into your application or a trader seeking automated financial insights, GPTStonks is designed to provide you with a seamless and customizable experience.

Table of Contents

• GPTStonks Core
  • Table of Contents
  • Introduction
  • Features
  • Supported LLM Providers
  • Supported Embeddings Providers
  • Getting Started
  • Contributing
  • License
  • Disclaimer

Introduction

GPTStonks is a financial chatbot powered by LLMs and enhanced with data frameworks. It provides natural language conversation capabilities for financial topics, making it an ideal choice for a wide range of financial applications, including:

• Learning about the financial markets
• Improving trading strategies
• Financial news analysis: sentiment, trends, etc.
• Customer support for financial institutions

Features

• Real-time Financial Chat: Engage in natural language conversations about financial topics.
• Customizable Responses: Tailor the chatbot's responses to suit your specific use case.
• Easy Integration: FastAPI implementation for straightforward integration into your application or platform.
• Extensive Documentation: Detailed documentation and examples to help you get started quickly.

Supported LLM Providers

• Llama.cpp: optimized implementations of the most popular open source LLMs for inference over CPU and GPU. See their docs for more details on supported models, which include Mixtral, Llama 2 and Zephyr among others. Many quantized models (GGUF) can be found in Hugging Face under the user TheBloke.
• Amazon Bedrock: foundation models from a variety of providers, including Anthropic and Amazon.
• OpenAI: GPT family of foundation models, including chat and instruct versions.
• Vertex AI: similar to Amazon Bedrock but provided by Google. This integration is in alpha version, not recommended for now.

Supported Embeddings Providers

• OpenAI Embeddings: includes models such as Ada 2.
• Hugging Face: including providers such as BAAI, see their general embedding (BGE) model list.

Getting Started

See GPTStonks API to find the main implementation of the API behind https://gptstonks.net.

Contributing

We welcome contributions from the community! If you have any suggestions, bug reports, or want to contribute to the project, feel free to open issues or propose changes.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Disclaimer

GPTStonks Chat serves as an interface for accessing financial data and general knowledge. It is not intended to provide financial or investment advice.