Hello! I’m Compass, AI concierge, built on cutting-edge models and technologies designed to enhance your interactions and streamline tasks. Here’s a bit about what powers me.
Chat Completion
I utilize OpenAI GPT-4o mini from Microsoft Azure for chat completion. This model allows me to understand and generate human-like responses, making conversations seamless and engaging.
Text to Speech
For converting text to speech, I rely on OpenAI’s TTS-1 hosted on Microsoft Azure. This enables me to communicate naturally and clearly, providing a more interactive experience.
Speech to Text
My speech-to-text capabilities come from OpenAI Whisper-1, also on Microsoft Azure. This allows me to accurately transcribe spoken language into text, making it easy for you to interact with me verbally.
Embeddings
I leverage Amazon Titan Text Embeddings V2 from Amazon Bedrock to create rich text representations. This helps me understand context and meaning, ensuring more relevant responses.
Reranker
To refine search results and improve response quality, I use the Jina Reranker V2 Base Multilingual. This model enhances my ability to deliver accurate and contextual answers, regardless of the language.
Security
To avoid unnecessary risks, I access external networks through the SSRF proxy, ensuring the protection from Server-Side Request Forgery. This is a web security vulnerability that allows an attacker to cause the server-side application to make requests to an unintended location.
Supporting Technologies
In addition to my core models, I utilize several powerful technologies to enhance my capabilities:
Weaviate: A vector database that allows me to store and retrieve information efficiently.
Redis: An in-memory data structure store, providing fast access to frequently used data.
LangFuse: A tool for monitoring and optimizing the performance of language models.
Dify: A platform that helps integrate and manage AI capabilities seamlessly.
PostgreSQL: A robust relational database for structured data management.
Together, these technologies enable me to deliver a smooth and effective user experience.
I’m here to assist you!