commit 96ba1dfa1b9e074e054f2d12220b0fcd9ab727fd
Author: Alessandro Santini <alessandro.santini@payretailers.com>
Date:   Sun Feb 2 10:21:16 2025 +0100

    Initial release

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
new file mode 100644
index 0000000..9e45bcb
--- /dev/null
+++ b/.github/workflows/docker-publish.yml
@@ -0,0 +1,50 @@
+name: Docker Build and Publish
+
+on:
+  push:
+    branches: [ "main" ]
+    tags: [ 'v*.*.*' ]
+  pull_request:
+    branches: [ "main" ]
+
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Log in to the Container registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Docker
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+          tags: |
+            type=ref,event=branch
+            type=ref,event=pr
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=sha
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          push: ${{ github.event_name != 'pull_request' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }} 
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
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index 0000000..2eea525
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+.env
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..888f3a7
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,21 @@
+FROM python:3.13-rc-slim
+
+# Set working directory
+WORKDIR /app
+
+# Install Poetry
+RUN pip install poetry
+
+# Copy project files
+COPY pyproject.toml poetry.lock ./
+COPY main.py .
+COPY .env .
+
+# Configure Poetry to not create a virtual environment
+RUN poetry config virtualenvs.create false
+
+# Install dependencies
+RUN poetry install --no-dev --no-interaction --no-ansi
+
+# Run the bot
+CMD ["python", "main.py"]
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..7c9ba64
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,3 @@
+all:
+	docker compose up -d
+	poetry run python main.py
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..9d0a0b9
--- /dev/null
+++ b/README.md
@@ -0,0 +1,219 @@
+# Flowise Telegram Bot
+
+A Telegram bot that integrates with Flowise AI to provide conversational AI capabilities. This bot allows users to interact with your Flowise chatflows directly through Telegram.
+
+## Features
+
+- Seamless integration with Flowise AI
+- Easy-to-use Telegram interface
+- Support for custom chatflows
+- Environment-based configuration
+- Docker support for easy deployment
+- Conversational memory support
+
+## Prerequisites
+
+- Python 3.13+
+- Docker and Docker Compose
+- Poetry for Python dependency management
+- A Telegram Bot Token (obtained from [@BotFather](https://t.me/botfather))
+- A running Flowise instance with API access
+
+## Dependencies
+
+- python-telegram-bot (>=21.10,<22.0)
+- flowise (>=1.0.4,<2.0.0)
+- python-dotenv (>=1.0.1,<2.0.0)
+
+## Installation
+
+1. Clone the repository:
+```bash
+git clone <repository-url>
+cd flowise-telegram
+```
+
+2. Install dependencies using Poetry:
+```bash
+poetry install
+```
+
+3. Create a `.env` file in the root directory with the following variables:
+```env
+TELEGRAM_API_KEY=your_telegram_bot_token
+FLOWISE_API_KEY=your_flowise_api_key
+FLOWISE_API_URL=your_flowise_url
+FLOWISE_CHATFLOW_ID=your_chatflow_id
+```
+
+## Configuration
+
+### Environment Variables
+
+- `TELEGRAM_API_KEY`: Your Telegram bot token from BotFather
+- `FLOWISE_API_KEY`: API key from your Flowise instance
+- `FLOWISE_API_URL`: URL of your Flowise instance (e.g., http://localhost:3000)
+- `FLOWISE_CHATFLOW_ID`: ID of the chatflow you want to use (found in the Flowise dashboard URL when editing a flow)
+
+### Docker Configuration
+
+The project includes both a `docker-compose.yml` file for running Flowise and a `Dockerfile` for containerizing the bot.
+
+To start Flowise:
+```bash
+docker compose up -d
+```
+
+#### Running with Local Build
+To build and run the bot locally with Docker:
+```bash
+# Build the Docker image
+docker build -t flowise-telegram-bot .
+
+# Run the container
+docker run --env-file .env --network host flowise-telegram-bot
+```
+
+#### Running with Pre-built Image
+You can also use the pre-built image from GitHub Container Registry:
+```bash
+docker run --env-file .env --network host ghcr.io/OWNER/flowise-telegram:latest
+```
+Replace `OWNER` with your GitHub username.
+
+Note: We use `--network host` to allow the bot container to communicate with Flowise running on localhost.
+
+### CI/CD
+
+The project includes a GitHub Actions workflow that automatically:
+- Builds the Docker image
+- Pushes it to GitHub Container Registry (ghcr.io)
+- Tags images based on:
+  - Git branches
+  - Git tags (v*.*.*)
+  - Commit SHA
+
+The workflow runs on:
+- Push to main branch
+- Pull requests to main branch
+- New version tags
+
+### Flowise Chatflow Setup
+
+1. Access Flowise at http://localhost:3000 after starting Docker
+2. Create a new chatflow
+3. Set up the following nodes:
+   - **Chat Trigger**: Entry point for the conversation
+   - **LLM (Language Model)**: Choose your preferred model (e.g., OpenAI, Anthropic)
+   - **Conversation Memory**: Add memory to maintain context
+   - **Agent**: Configure the agent with appropriate tools and settings
+   - **Output Parser**: Format the response for Telegram
+
+4. Configure the Agent node:
+   - Set "Agent Type" to "Conversational"
+   - Add system message to define bot behavior
+   - Connect memory to maintain conversation context
+   - Add relevant tools if needed
+
+5. Enable API access for your chatflow:
+   - Click on the "Chat Trigger" node
+   - Enable "API Endpoint"
+   - Save the chatflow
+
+6. Copy the chatflow ID from the URL when editing the flow
+7. Configure your API key in Flowise settings
+
+Example System Message for Agent:
+```
+You are a helpful AI assistant integrated with Telegram. Your responses should be:
+1. Concise and clear
+2. Formatted appropriately for Telegram
+3. Helpful and informative
+4. Natural and conversational
+
+Always maintain a friendly and professional tone. If you don't know something, say so directly.
+```
+
+## Running the Bot
+
+1. Start the bot using Python:
+```bash
+python main.py
+```
+
+2. Start a conversation with your bot on Telegram
+3. Send a message to test the integration
+
+## Project Structure
+
+```
+flowise-telegram/
+├── main.py              # Main bot implementation
+├── docker-compose.yml   # Docker configuration
+├── .env                # Environment configuration
+├── README.md           # Project documentation
+└── .gitignore         # Git ignore rules
+```
+
+## Development
+
+### Local Development
+
+1. Start Flowise using Docker:
+```bash
+docker compose up -d
+```
+
+2. Run the bot in development mode:
+```bash
+python main.py
+```
+
+### Making Changes
+
+1. Update the code in `main.py`
+2. Test your changes locally
+3. Commit changes with descriptive messages
+4. Push to your repository
+
+## Troubleshooting
+
+### Common Issues
+
+1. **Bot not responding**
+   - Check if your Telegram token is correct
+   - Verify the bot is running
+   - Check Python logs for errors
+
+2. **Flowise connection errors**
+   - Ensure Flowise container is running (`docker ps`)
+   - Verify your Flowise URL and API key
+   - Check if Flowise is accessible in your browser
+
+3. **Missing responses**
+   - Verify your chatflow ID is correct
+   - Ensure the chatflow is properly configured in Flowise
+   - Check if the chatflow works in Flowise UI
+
+4. **Memory Issues**
+   - Verify the Conversation Memory node is properly connected
+   - Check memory configuration in the Agent node
+   - Test the chatflow in Flowise UI to verify memory retention
+
+### Logs
+
+To view logs:
+- Bot logs: Run the bot directly to see output
+- Flowise logs: `docker compose logs -f flowise`
+
+## Contributing
+
+1. Fork the repository
+2. Create a feature branch
+3. Commit your changes
+4. Push to the branch
+5. Create a Pull Request
+
+## License
+
+This project is licensed under the MIT License - see the LICENSE file for details.
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..ec88cf5
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,5 @@
+services:
+  flowise:
+    image: flowiseai/flowise:2.2.4
+    ports:
+      - 3000:3000
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..54664a3
--- /dev/null
+++ b/main.py
@@ -0,0 +1,55 @@
+import os
+from dotenv import load_dotenv
+from flowise import Flowise, PredictionData
+from telegram import Update
+from telegram.ext import Application, CommandHandler, ContextTypes, MessageHandler, filters
+
+global flowiseClient
+global chatflowId
+
+async def start(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
+    """Send a message when the command /start is issued."""
+    user = update.effective_user    
+    await update.message.reply_markdown_v2(
+        fr"Hi {user.mention_markdown_v2()}\!",
+    )
+
+
+async def handle_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
+    """Handle a message."""
+    response = flowiseClient.create_prediction(PredictionData(question=update.message.text, chatflowId=chatflowId, streaming=False))
+    # Extract text from the response
+    response_text = ""
+    for item in response:
+        print(item)
+        response_text += item["text"]
+    await update.message.reply_text(response_text)
+
+if __name__ == "__main__":
+
+    # Load environment variables
+    load_dotenv()
+
+    # Setup the Flowise client
+    FLOWISE_API_KEY = os.getenv("FLOWISE_API_KEY")
+    FLOWISE_API_URL = os.getenv("FLOWISE_API_URL")
+    chatflowId = os.getenv("FLOWISE_CHATFLOW_ID")
+    if not FLOWISE_API_KEY:
+        raise ValueError("FLOWISE_API_KEY not found in environment variables")
+    if not FLOWISE_API_URL:
+        raise ValueError("FLOWISE_API_URL not found in environment variables")
+    if not chatflowId:
+        raise ValueError("FLOWISE_CHATFLOW_ID not found in environment variables")
+    
+    flowiseClient = Flowise(base_url=FLOWISE_API_URL, api_key=FLOWISE_API_KEY)
+
+    # Setup the Telegram bot
+    TELEGRAM_API_KEY = os.getenv("TELEGRAM_API_KEY")
+    if not TELEGRAM_API_KEY:
+        raise ValueError("TELEGRAM_API_KEY not found in environment variables")
+    application = Application.builder().token(TELEGRAM_API_KEY).build()
+    application.add_handler(MessageHandler(filters.TEXT, handle_message))
+    application.add_handler(CommandHandler("start", start))
+
+    # Run the bot
+    application.run_polling()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..d48a3ee
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,323 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
+name = "anyio"
+version = "4.8.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+trio = ["trio (>=0.26.1)"]
+
+[[package]]
+name = "certifi"
+version = "2025.1.31"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
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+
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+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.13"
+content-hash = "244733dfb284ca9d6b9edf2e62a2ac4ea6318eb152e9d815f00e480f545f9a1f"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..c56aa2e
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,19 @@
+[project]
+name = "flowise-telegram"
+version = "0.1.0"
+description = ""
+authors = [
+    {name = "Alessandro Santini",email = "alessandro.santini@payretailers.com"}
+]
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "python-telegram-bot (>=21.10,<22.0)",
+    "flowise (>=1.0.4,<2.0.0)",
+    "python-dotenv (>=1.0.1,<2.0.0)"
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"