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https://github.com/krohling/bondai
https://github.com/krohling/bondai
Last synced: 8 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/krohling/bondai
- Owner: krohling
- License: mit
- Created: 2023-07-16T01:24:01.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-01-14T02:06:07.000Z (10 months ago)
- Last Synced: 2024-10-23T00:05:26.722Z (17 days ago)
- Language: Python
- Size: 41.8 MB
- Stars: 187
- Watchers: 11
- Forks: 23
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
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README
Build highly capable Single and Multi-Agent Systems.
Checkout the BondAI Homepage ([https://bondai.dev](https://bondai.dev)) for in depth documentation, examples and API specification.
# Getting Started
There are 3 ways to use BondAI:
1) 🛠️ **Command Line Interface (CLI)** - This is the easiest way to get up and running fast. Run BondAI on your command line with a pre-configured set of tools.
2) 🐋 **Docker** - Running BondAI in a Docker container is recommended if you plan on using tools that run code or directly access your shell.
3) 🏗️ **Start Coding with BondAI** - Integrate BondAI into your own codebase and start building your own agents.
## 🚀 Installation
Installing BondAI is easy:
```bash
pip install bondai
```
## 🛠️ Command Line Interface (CLI)
Once you've installed BondAI using `pip install bondai` the CLI will be available as an executable accessible simply by running `bondai` in your shell. [Learn more about all of the tools and options available through the CLI](https://bondai.dev/docs/cli).
Before running `bondai` you will need to set the OPENAI_API_KEY environment variable.
```bash
export OPENAI_API_KEY=sk-XXXXXXXXXX
```
Once the environment variable has been set you can run `bondai` to start the CLI.
```bash
Loading BondAI...
******************ENTERING CHAT******************
You are entering a chat with BondAI...
You can exit any time by typing 'exit'.
Hello! I'm BondAI, your friendly and helpful assistant. I'm here to assist you with any tasks or questions you might have. How can I assist you today?
I want you to write a story about unicorns and save it to a file named unicorns.md.
Using tool file_write: Writing a story about unicorns and saving it to a file named unicorns.md
Using tool final_answer...
A story about unicorns has been successfully written and saved to a file named unicorns.md. The story is set in an enchanted forest and describes the magical and majestic nature of unicorns, their daily routines, and their harmonious relationship with other creatures in the forest.
```
## 🐋 Docker
BondAI Docker images are available on [DockerHub here](https://hub.docker.com/r/krohling/bondai). If you intend to use tools that run arbitrary code (*PythonREPLTool*) or access your shell (*ShellTool*) it is highly recommended that you run BondAI in a Docker container as these tools can damage your machine.
Before running the BondAI Docker container it is recommended that you create a directory named 'agent-volume' and mount it as a volume on the container. This will be used as the Agent's working directory and allows you to easily share files with the Agent.
```bash
mkdir agent-volume
docker pull krohling/bondai:latest
docker run -it --rm \
-v ./agent-volume:/agent-volume \
-w /agent-volume \
OPENAI_API_KEY=sk-XXXXXXXXXX \
bondai:latest bondai
```
## 🔥 Start Coding with BondAI
BondAI has a straightforward API for creating powerful AI Agents. Check out our [examples](https://bondai.dev/docs/category/examples) for ideas on how to get started. Remember to set your *OPENAI_API_KEY* environment variable before running your BondAI Agent.
```python
from bondai.agents import Agent
from bondai.tools.search import DuckDuckGoSearchTool
from bondai.tools.website import WebsiteQueryTool
from bondai.tools.file import FileWriteTool
task = """I want you to research the usage of Metformin as a drug to treat aging and aging related illness.
You should only use reputable information sources, ideally peer reviewed scientific studies.
I want you to summarize your findings in a document named metformin.md and includes links to reference and resources you used to find the information.
Additionally, the last section of your document you should provide a recommendation for a 43 year old male, in good health and who regularly exercises as to whether he would benefit from taking Metformin.
You should explain your recommendation and justify it with sources.
Finally, you should highlight potential risks and tradeoffs from taking the medication."""
Agent(tools=[
DuckDuckGoSearchTool(),
WebsiteQueryTool(),
FileWriteTool()
]).run(task)
```
## BondAI Integrations
BondAI comes out of the box with a powerful set of integrations.
| | | |
| -------- | ------- |------- |
| 
| **OpenAI** | BondAI supports any combination of OpenAI models and services including GPT-4, GPT-3.5, Dalle-E 3, and Embeddings. |
| 
| **Microsoft Azure** | BondAI fully supports connectivity to GPT-N, Dalle-E and Embedding APIs through [Microsoft's Azure OpenAI services](https://azure.microsoft.com/en-us/products/ai-services/openai-service). |
| 
| **Google Search** | Allows BondAI to search the internet. [Requires a Google Search API Key and CSE ID](https://developers.google.com/custom-search/v1/introduction) |
| 
| **DuckDuckGo** | Allows BondAI to search the internet. No API keys required. |
| 
| **Alpaca Markets** | Allows BondAI to buy and sell stocks and crypto. [Requires an Alpaca Markets account.](https://alpaca.markets/) |
| 
| **PostgreSQL** | BondAI can automatically extract the schema from a Postgres DB and process natural language queries. |
| 
| **Bland AI** | Allows BondAI to make phone calls and process/retrieve call transcripts. [Requires a Bland.ai account.](https://www.bland.ai/) |
| 
| **Gmail** | Allows BondAI to search and read emails. |