Azure

RAG with any AI Model using Postgres pgVector + LibreChat

folder_openAI Infrastructure
turned_in_notAnthropic, Azure, Generative AI, LibreChat, LiteLLM, Ollama, OpenAI Alternative, pgVector, PostgreSQL, Retrieval Augmented Generation, Vector Databases
The addition of the RAG API microservice to LibreChat in version 0.7.0, the most rapidly trending open source ChatGPT clone, swings the door open to chatting with PDFs and documents using any supported AI model, in a private, self-hosted environment.…
Read More

Serverless Deployment of AI Middleware, LiteLLM, with Google Cloud Run

folder_openAI Infrastructure
turned_in_notAI Middleware, AI Proxy, Azure, Cloud Run, Generative AI, Google Cloud, LiteLLM, Microservices, Open Source AI, PostgreSQL, Serverless
AI middleware is an emerging term for the layer of the technology stack that facilitates the interfacing of AI end user applications with the Large Language Models and GPU-accelerated machines that drive them. Here are the major sub-categories of this…
Read More

Integrating Azure OpenAI with Search & Retrieval Plugins for RAG

folder_openAI Infrastructure
turned_in_notAzure, Azure AI Search, Cognitive Search, Generative AI, LangChain, LibreChat, OpenAI Compatible API, Retrieval Augmented Generation
If you have ever used ChatGPT Plus, OpenAI’s SaaS GenAI offering, you are likely familiar with the Browsing extension which retrieves current information from the Internet using Bing search to inform the GPT model’s response to the user’s prompts. One…
Read More