- Simplify architecture by using SQL native functions.
- Atomic updates to embeddings.
- Community support for vector data types.
Tembo AI
Tembo AI offers robust capabilities for integrating advanced AI and machine learning technologies. The versatility and power of Tembo’s Stacks span across customer service, predictive analytics and beyond to enhance business operations, improve customer experiences, and drive innovation. These solutions combined make it easier for developers to build and deploy sophisticated AI & ML applications.
Use Case
Retail and E-commerce Transactions
Scenario:
Enhance customer support and segment customers.
Details:
Integrate a chatbot that retrieves relevant information from your company’s knowledge base to provide accurate responses to customer queries about products, orders, and returns. Segment customers based on purchasing behavior and demographics to tailor marketing strategies and improve customer engagement.
Use Case
Banking and Financial Services
Scenario:
Detect and prevent fraud and analyze documents.
Details:
Identify fraudulent transactions and activities by implementing models that detect fraudulent transactions in real-time through the analysis of patterns and anomalies in transaction data. Identify and group similar documents in large datasets, useful for legal document analysis and contract management.
Use Case
Travel
Scenario:
Personalized recommendations and travel analytics.
Details:
AI-powered tools analyze user preferences and past behavior to suggest destinations, accommodations, and activities personalized to travelers. Virtual assistants and chatbots provide 24/7 customer support, answer common queries, and assist with bookings. AI predicts travel demand, helping companies optimize inventory and pricing strategies. Machine learning models predict delays and cancellations to manage disruptions and offer alternative solutions to affected travelers, thus enhancing customer experiences.
Features
Vector Similarity Search
The VectorDB Stack includes pgvector, a powerful engine for storing embeddings and conducting vector searches, making it ideal for applications requiring semantic search and recommendation systems.
Advanced AI and Machine Learning Capabilities
The Machine Learning Stack is equipped with extensions like postgresml for training and running machine learning models, pgvector for vector similarity search, and pg_vectorize for embedding generation and vector search.
Custom Prompt Templates and Embedding Models
The RAG Stack allows users to define custom prompt templates with SQL and supports various embedding models, including those from Hugging Face’s Sentence Transformers, privately hosted models, and OpenAI.
Asynchronous Query Execution
The pg_later extension enables asynchronous query execution, optimizing resource management and allowing users to perform other tasks while queries are processed.
Benefits
Improved Customer Experience
Deliver personalized and timely responses to customer inquiries, enhancing customer satisfaction and loyalty.
Scalable Solutions
Easily scale AI and ML applications to meet growing business demands without extensive infrastructure changes.
Enhanced Efficiency
Streamline operations and reduce manual effort with AI-powered automation and predictive analytics.
Cost Savings
Optimize resource usage and reduce operational costs through efficient AI and ML integrations.
Customer Testimonial
“Tembo helps us leverage lower-cost LLMs.”
“We’re very Open-AI dependent right now, and slowly making our way towards more optionality. One of the reasons Tembo appeals here is that we can build some of our in-house services in a way that takes advantage of lower-cost LLMs – for example, using latest mxbai or nomic embeddings at ollama.com or RAG.”
Duane Johnson
Database Platform Lead, SchoolAI
Tembo vs Others
Extensions
Tembo supports all community AI extensions
Support
Support for 100s of open source models on Hugging Face
Add Ons
The only Postgres provider that has seamless support for LLMs
Why Postgres?
Why Tembo?
- Highest performing Postgres SaaS.
- Lowest operational cost of managing Postgres.
- World class Postgres support team.
Try Tembo Cloud for Free
Support for all Postgres workloads—including Transactional, Analytical, and AI
