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IA Stack: Revolutionizing AI Integration

What Can You Do With It?​

The IA Stack allows you to ship advanced AI features in weeks, leveraging the new realm of Large Language Models (LLMs) to build complex tools that seamlessly integrate into your products. With the IA Stack, you can unlock a range of powerful capabilities directly from you own infrastructure:

Advanced Search Tools​

Harness the power of AI to create search tools that go beyond keyword matching. Our stack enables context-aware search, understanding the intent behind queries and delivering highly relevant results. Whether it's a vast database or a specific set of documents, our advanced search tools can sift through data to find exactly what your users need, quickly and accurately.

Enhanced Chat Tools with Your Own Data​

Transform your customer support, sales, and user engagement with chat tools powered by your own data. By integrating your proprietary information with state-of-the-art AI, you can create chatbots and virtual assistants that not only answer questions but also understand the nuances of your business. These enhanced chat tools can provide personalized responses, automate routine interactions, and offer insights based on real-time data analysis.

Tag your Data with IA​

Enhance your ETL pipeline with AI-driven data tagging, automatically classifying and extracting intents from unstructured data. Improve data quality, streamline integration, and automate enrichment, ensuring efficient and accurate data processing.

Custom AI Solutions​

The IA Stack isn't limited to search and chat. It offers a flexible framework for developing custom AI solutions tailored to your specific needs. Whether you want to automate workflows, enhance decision-making processes, or create new user experiences, our stack provides the building blocks to innovate and differentiate your offerings.

Rapid Deployment​

One of the key advantages of the IA Stack is the speed at which you can deploy advanced AI features. Traditional AI development can take months, but with our stack, you can bring sophisticated AI capabilities to market in just weeks without having to worry about the infrastructure or the tooling. This rapid deployment is made possible by our pre-built modules and seamless integration capabilities, allowing you to focus on customization and optimization rather than starting from scratch.

Scalability and Flexibility​

Designed to grow with your business, the IA Stack is both scalable and flexible. Whether you're a startup with evolving needs or an established enterprise looking to expand your AI capabilities, our stack can scale to meet your demands. Its modular architecture ensures that you can easily add new features and adapt to changing requirements without major overhauls.

Security and Compliance​

We understand that security and compliance are paramount. The IA Stack is built with robust security measures and complies with industry standards to ensure your data and operations remain secure. You can confidently integrate AI into your workflows, knowing that your information is protected.

The Stack​

The LLM tech Stack (With Langchain)

The LLM Tech Stack

Vector Database: Supabase​

Supabase provides the backbone for your data storage needs, offering a scalable and efficient vector database. This allows you to manage and query your data with ease, ensuring high performance and reliability.

Glue and Logic: Langchain or LLamaIndex​

Langchain is the core of our stack, providing the glue and logic to connect various components. It allows you to build sophisticated workflows and integrate seamlessly with different services, ensuring that your AI solutions are both powerful and flexible.

Alternatively, you can use LLamaIndex, which specializes in Retrieval Augmented Generation (RAG) and allows you to easily store data as vectors and retrieve it through a search engine or a chat interface.

Connect to Any LLM Agent​

Our stack is designed to be highly adaptable, allowing you to connect to any LLM agent. Whether you prefer using Bedrock within your own AWS infrastructure or leveraging Chat GPT, our stack supports seamless integration with your choice of LLM.

Monitor Your App with LangFuse and Grafana​

Monitoring and observability are crucial for maintaining the health and performance of your applications. The IA Stack comes with Langfuse and Graphana pre-configured, so you can monitor your app's metrics and performance right out of the box. LangFuse allows LLM-specific monitoring and integrates directly with the LLamaIndex or Langchain deployed in your infrastructure. This setup enables you to focus on building your app rather than spending time on tedious infrastructure setup tasks.

Conclusion​

In summary, the IA Stack empowers you to quickly and efficiently integrate advanced AI features into your products, transforming the way you deliver value to your users. From advanced search and enhanced chat tools to custom AI solutions, our stack provides the tools you need to stay ahead in the competitive landscape. With embedded CI/CD, specialized monitoring, and an efficient, scalable, and secure infrastructure set up in your own cloud, you can focus on building your tools without worrying about SaaS lock-in. Embrace the future of AI with the IA Stack and start innovating today.