Amazon Bedrock gives developers access to foundation models from top AI providers — without managing infrastructure. In this tutorial, I’ll guide you through building a simple generative AI pipeline using Amazon Bedrock with Python, including:
✅ Generating videos
✅ Creating and editing text
✅ Streaming AI responses in real time
Let’s dive in! 🧠💻
🔧 Prerequisites
Before you start:
✅ Python 3 installed
✅ AWS CLI v2 configured with your IAM credentials
✅ Jupyter Notebook installed
✅ Access to Amazon Bedrock (Nova models)
✅ An S3 bucket ready for storage
Install dependencies in a virtual environment:
python3 -m venv exercise1 source exercise1/bin/activate # For Mac # Or: .\exercise1\Scripts\Activate.ps1 # For Windows
result = json.loads(response['body'].read()) print("Generated Text:", result)
Output:
{"output": {"message":{"content": [{"text":"You exhibit exceptional proficiency in your professional responsibilities."}], "role":"assistant"}}, "stopReason":"end_turn", "usage":{"inputTokens":19,"outputTokens":10,"totalTokens":29,"cacheReadInputTokenCount":0,"cacheWriteInputTokenCount":0}}
for event in response['body']: print(event.decode('utf-8'))
Output:
Receiving response stream: There are numerous types of dances that people perform around the world, each with its own unique style, history, and cultural significance. Here are some of the most popular and widely recognized types of dances:
### Traditional and Folk Dances 1. **Ballet** - A classical dance form that originated in Italy and evolved in France and Russia. It is characterized by its grace, precision, and use of formal technique. 2. **Hip-Hop** - A street dance style that originated in African-American and Latino communities in the United States. It includes various sub-styles like breaking, locking, and popping. 3. **Salsa** - A lively Latin dance that originated in Cuba and has evolved in New York City. It is a partner dance with a strong rhythm. 4. **Tango** - An elegant and passionate dance that originated in the working-class neighborhoods of Buenos Aires, Argentina. 5. **Flamenco** - A traditional Spanish dance from the Andalusian region, characterized by its passionate music, intricate footwork, and expressive dance. 6. **Bhangra** - A traditional Punjabi dance from India, known for its energetic and fast-paced movements. 7. **Cachucha** - A Spanish folk dance that involves intricate footwork and is often performed to the rhythm of castanets.
### Social and Partner Dances 1. **Waltz** - A smooth, elegant dance that originated in Austria and Germany. It is typically danced in triple time. 2. **Tango** - As mentioned earlier, it's also known for its dramatic and passionate style. 3. **Foxtrot** - A smooth dance that originated in the early 20th century and is characterized by its flowing movements. 4. **Cha-Cha** - A Latin dance that evolved from the Cuban danzón and is known for its lively and upbeat tempo. 5. **Rumba** - A passionate and sensual dance that originated in Cuba, often characterized by hip movements. 6. **Samba** - A Brazilian dance that is known for its energetic and rhythmic movements, often associated with Carnival celebrations.
### Contemporary Dances 1. **Contemporary Dance** - A style that blends elements of ballet, modern dance, and other styles. It focuses on expressive movement and often tells a story. 2. **Modern Dance** - A dance style that emerged in the early 20th century as a reaction against the constraints of classical ballet. It emphasizes freedom of movement and expression. 3. **Jazz Dance** - A style that combines elements of tap, ballet, and modern dance. It is often seen in musical theater and film.
### Cultural and Regional Dances 1. **Bollywood Dance** - Dance styles popularized by Indian cinema, often combining classical Indian dance with Western styles. 2. **K-Pop Dance** - Dance styles associated with Korean pop music, known for their high-energy and synchronized choreography. 3. **Irish Step Dancing** - A traditional dance from Ireland characterized by rapid movements of the feet while the body remains almost motionless. 4. **Zulu Dance** - A traditional dance from South Africa, often performed during celebrations and featuring rhythmic movements and clapping.
### Performance Dances 1. **Tap Dance** - A style of dance that uses the sounds of tap shoes striking the floor as a form of percussion. 2. **Breakdancing** - A dynamic and acrobatic style of dance that is part of the hip-hop culture. 3. **Ballroom Dance** - A category of partner dances that includes many of the styles mentioned above, often performed in formal settings.
### Dances by Region 1. **African Dance** - Diverse styles that vary widely across different ethnic groups and regions in Africa, often involving complex rhythms and communal participation. 2. **Middle Eastern Dance** - Includes styles like belly dance, characterized by intricate movements and storytelling through dance.
These are just a few examples of the many types of dances that people perform around the world. Each type of dance has its own unique characteristics and cultural significance.
🧠 Summary
You’ve just learned how to:
Launch generative AI jobs with Amazon Bedrock
Generate videos and text via simple Python calls
Stream responses in real time
Store AI-generated media in S3
Bedrock is perfect for building scalable, production-ready GenAI apps with minimal setup.
