RAG App Example with Self-hosted Embedding and LLM Services

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1. Open-Source RAG Evaluation Toolkit

   docs.giskard.ai

   Learn more about Giskard 🎯 RAGET Testset Generation | The Testing platform for AI models.

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2. RAG-based AI assistant in PHP

   github.com

   An AI assistant built with PHP, Solr and LLM backend of choice. Proof of concept mostly.

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3. Local Coding Agent with LLMs to Delegate Tool Calls to Small AI Models

   github.com

   Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models.

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4. Rag Framework

   github.com

   🚀 Scale your RAG pipeline using Ragswift: A scalable centralized embeddings management platform

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5. Flux

   github.com

   A Python-like language in Rust to solve ML orchestration overhead

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