https://github.com/k0msenapati/agent-hub
Agent Hub is an AI collaboration platform designed to transform your data into intelligent AI agents.
https://github.com/k0msenapati/agent-hub
ai-agent flask knowledge-base mindsdb python sqlite
Last synced: 3 months ago
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Agent Hub is an AI collaboration platform designed to transform your data into intelligent AI agents.
- Host: GitHub
- URL: https://github.com/k0msenapati/agent-hub
- Owner: k0msenapati
- License: unlicense
- Created: 2025-06-22T04:32:47.000Z (10 months ago)
- Default Branch: master
- Last Pushed: 2025-06-30T16:32:12.000Z (10 months ago)
- Last Synced: 2026-01-13T12:15:52.588Z (4 months ago)
- Topics: ai-agent, flask, knowledge-base, mindsdb, python, sqlite
- Language: HTML
- Homepage:
- Size: 151 KB
- Stars: 10
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
🤖 Agent Hub
> [!NOTE]
>
> Agent Hub is an AI collaboration platform designed to transform your data into intelligent AI agents. With Agent Hub, you can unlock powerful insights and automate tasks effortlessly by creating tailored AI agents, building comprehensive knowledge bases, and managing your data files seamlessly.
## 🎬 Project Showcase
| Demo Video | Blog Post |
|----------------------------------------------------------------------------|--------------------------------------------------------------------------|
| [](https://www.youtube.com/watch?v=QJCWjR2hZ20) | [](https://dev.to/k0msenapati/building-a-smart-knowledge-platform-with-mindsdb-5anb) |
## 🌟 Features
> **Agent Hub** features intro:
- **AI Agents** – Create and manage AI agents tailored to your specific needs for intelligent responses.
- **Knowledge Bases** – Build comprehensive knowledge bases from your data for efficient querying and insights.
- **File Management** – Upload and organize your files to integrate seamlessly with AI processes.
## 💻 Installation
Follow these steps to set up and run Agent Hub:
1. **Setup MindsDB and Ollama with Docker** (docker-compose.yml is provided):
```bash
docker-compose up -d
```
2. **Install nomic-embed-text in Ollama container**:
```bash
docker exec ollama ollama pull nomic-embed-text
```
3. **Create KB Summarizer Model and Connect Pgvector in MindsDB container** (visit MindsDB GUI at http://localhost:47334):
```sql
-- Create a MindsDB engine for Groq
CREATE ML_ENGINE groq_engine
FROM groq
USING
groq_api_key = "groq_api_key_here"; # Replace with your actual Groq API key
-- Create a MindsDB model for summarizing knowledge base content
CREATE MODEL kb_summarizer
PREDICT summary
USING
engine = 'groq_engine',
model_name = 'gemma2-9b-it',
prompt_template = 'Summarize the following knowledge base content concisely and highlight key insights:\n\n{{kb_content}}\n\nSummary:';
-- Create a MindsDB connection to the PostgreSQL database with pgvector
CREATE DATABASE pvec
WITH
ENGINE = 'pgvector',
PARAMETERS = {
"host": "pgvector",
"port": 5432,
"database": "ai",
"user": "ai",
"password": "ai",
"distance": "cosine"
};
```
4. **Clone the Repository**:
```bash
git clone https://github.com/k0msenapati/agent-hub.git
```
5. **Navigate to the Project Directory**:
```bash
cd agent-hub
```
6. **Create a Virtual Environment**:
```bash
uv venv
```
7. **Activate the Virtual Environment**:
```bash
source .venv/bin/activate # On Windows, use .venv\Scripts\activate
```
8. **Install Dependencies**:
```bash
uv add python-dotenv flask flask-sqlalchemy flask-migrate flask-bcrypt flask-login mindsdb_sdk
```
9. **Initialize Database**:
```bash
flask db init
```
10. **Migrate Database**:
```bash
flask db migrate
```
11. **Upgrade Database**:
```bash
flask db upgrade
```
12. **Run the Application**:
```bash
uv run run.py
```
---
## Environment Configuration
To configure API keys for Agent Hub, create an `.env` file in the project directory with the following variables:
```
API_KEY=your_google_api_key
GROQ_API_KEY=your_groq_api_key
```
These keys are used for accessing various LLM APIs. If not provided in the `.env` file, you can also enter them directly in the UI when configuring AI agents or evaluation settings.
---
## 👤 Author
---
📄 License
Agent Hub is licensed under the Unlicense License. See the LICENSE file for more details.
---
🌟 If you find this project helpful, please give it a star on GitHub! 🌟
