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.