AiHedgeFund.Agents 0.2.11

.NET 8.0

dotnet add package AiHedgeFund.Agents --version 0.2.11

NuGet\Install-Package AiHedgeFund.Agents -Version 0.2.11

This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.

<PackageReference Include="AiHedgeFund.Agents" Version="0.2.11" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="AiHedgeFund.Agents" Version="0.2.11" />
                    

                            Directory.Packages.props

<PackageReference Include="AiHedgeFund.Agents" />
                    

                            Project file

For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.

paket add AiHedgeFund.Agents --version 0.2.11

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: AiHedgeFund.Agents, 0.2.11"

#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.

#:package AiHedgeFund.Agents@0.2.11

#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.

#addin nuget:?package=AiHedgeFund.Agents&version=0.2.11
                    

                            Install as a Cake Addin

#tool nuget:?package=AiHedgeFund.Agents&version=0.2.11
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

ai-hedge-fund-net

AiHedgeFund.Agents is a .NET alghoritmic library that provides trading signals by analyzing stocks using multiple AI agents. Each agent applies a different investment philosophy to decide whether a stock is a bullish, neutral, or bearish. Agents also provide their reasoning, confidence score, key metrics, and specific rules behind each decision.

Currently, the following agents are implemented:

charlie_munger (quality + management judgment)
stanley_druckenmiller (macro, momentum, sentiment)
ben_graham (deep value, margin of safety, balance sheet strength)
cathie_wood (innovation, tech disruption)
bill_ackman (activist investing, risk arbitrage)
warren_buffett (value investing, moat, long-term)

Each agent integrates with an LLM (Large Language Model) trained for financial reasoning to generate the insights behind its signals.

This is an example of output for NVidia using warren_buffett and cathie_wood agents

install this nuget into your program

in your client program install the package with the agents

PM> Install-Package AiHedgeFund.Agents

install the package with the service reading financial data and dealing with an AI LLM

PM> Install-Package AiHedgeFund.Data

Configuration

This project uses Alpha Vantage as the financial data provider. I have no affiliation or sponsorship with them—it simply happened that I created a free API key there and stuck with it. Once the initial porting and development phase is complete, I plan to support additional providers by implementing the IDataReader interface.

To use Alpha Vantage:

Get your free API key from: https://www.alphavantage.co/support/#api-key
Add the key to your appsettings.json file.

For LLM-based reasoning, OpenAI is used:

Get your API key from: https://platform.openai.com/account/api-keys
Add it to appsettings.json.

Example appsettings.json:

{
  "OpenAI": {
    "ApiKey": "your-openai-api-key"
  },
  "AlphaVantage": {
    "ApiKey": "your-alpha-vantage-api-key"
  }
}

Product	Compatible and additional computed target framework versions.
.NET	net8.0 is compatible. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed.

Product

.NET

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net8.0
- AiHedgeFund.Contracts (>= 0.2.11)
- Microsoft.Extensions.Hosting.Abstractions (>= 9.0.4)

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.