Ollama

In mid-Apr 2024, Meta debuted the Llama 3 AI model, the latest iteration of its open source large language model. Compared to its predecessor, Llama 3 was trained on a dataset of 15 trillion tokens — 7X more training data…

RAG with any AI Model using Postgres pgVector + LibreChat

AI Infrastructure

Anthropic, 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.…

GPU Inference with Ollama or TGI on Google Cloud

AI Infrastructure

Container Orchestration, GenAI, Generative AI, GPUs, Locally Hosted AI, NVIDIA CUDA, Ollama

GPUs increase the speed of LLM inference and embedding by an average of an order of magnitude or more, enabling a model to generate tokens as quickly as a user can read. As a typical reading speed is two to…

Proxies & Load Balancers for AI LLM Models (AI Middleware)

AI Infrastructure

AI Middleware, Docker, GenAI, Generative AI, HAProxy, LiteLLM, LLaMA 2, Locally Hosted AI, Ollama, Open LLM Models, OpenAI Compatible API

The Cambrianesque explosion of capable, open Large Language AI Models represents an opportunity to extend virtually any application with AI capabilities, but a strategy for managing multiple AI endpoints is clearly needed. Hosting open models in your own environment requires…

Ollama

Llama 3 AI Model Serving with Ollama & LiteLLM

RAG with any AI Model using Postgres pgVector + LibreChat

GPU Inference with Ollama or TGI on Google Cloud

Proxies & Load Balancers for AI LLM Models (AI Middleware)