All Documents
3,528 documents available
AI 102
Maps Azure AI services, Vision, Language, OpenAI, Document Intelligence, with links, code snippets, and provisioning details for a Portuguese-language workshop.
Agentic RAG In This Project
Documents the agentic RAG pipeline, covering retrieval, entity extraction, tool planning, execution, and response synthesis with trace output.
Albert RAG API
Documents a French government RAG API that extends OpenAI-compatible chat endpoints with source-augmented queries.
softrag
Provides a local-first RAG library using SQLite with sqlite-vec for document, embedding, and cache storage in a single.db file.
Knowledge Base & RAG Guide
Configures a dynamic RAG knowledge base that auto-generates search tools from sync locations and metadata extraction rules.
FlashRAG
Explains FlashRAG's SKR method, retrieval algorithms (DPR, E5, BGE, ANCE), and multi-stage pipeline (recall, coarse ranking, fine ranking, reranking) for RAG systems.
FlexFlow Serve: Low-Latency, High-Performance LLM Serving
Introduces FlexFlow Serve, an open-source compiler and distributed system for low-latency, high-performance LLM serving with speculative inference.
OCI Retrieval-Augmented Generations (RAG) with Generative AI Agents Service
Walks through setting up OCI Generative AI Agents with Object Storage, OpenSearch, or Autonomous Database 23AI for RAG chatbots.
Retrieval Augmented Generation
Implements a local Retrieval-Augmented Generation system using LangChain, Ollama, and Hugging Face models to augment LLM responses with context from a vector store.
📚 LEARN.md - Astra AI Secretary App
Onboards contributors to an Android AI secretary app by explaining its architecture, tech stack, setup steps, and contribution areas for GSSoC.
LLM Rag
Curates a categorized list of papers, models, tools, and projects for retrieval-augmented generation (RAG) research and development.
REFRAG: Retrieval-Enhanced Fine-Grained Retrieval Augmented Generation
Explains REFRAG, a RAG variant that passes retrieved vectors directly to an LLM to skip re-encoding, and provides a DSPy-based Python implementation.
RAG-LLaMA3 AI Project
Describes a RAG pipeline using LLaMA3 to answer questions about DNALinux bioinformatics tools, with code to build your own.
Overview
Introduces a collaborative smart shopping list project that learns purchase intervals and prioritises items due for restocking.
Subgoals
Tracks unfinished features, bugs, and deployment plans for a Russian language learning app built with Svelte and Wiktionary data.
2024
Collects Python, Pandas, Matplotlib, and Conda tips from a personal learning journal spanning 2023, 2024.
faq_goals
Answers common questions about a deck-local AlphaZero-style MCTS agent for XMage and outlines its features, limitations, and development goals.
zk-knowledge
Categorises ZKP compiler pipelines into three approaches (DSL, ISA/VM, Direct) and surveys foundational zkSNARK papers.
Awesome VuePress V1 
Curates official and community resources, plugins, themes, and projects for VuePress V1.
Penny Feature TODO
Catalogs 30+ potential features and enhancements for an AI assistant, organized by category with quick-win prioritization.
API documentation
Documents HTTP API endpoints for programmatic access to an archivy knowledge base, including authentication, search, folders, notes, and bookmarks.
Lux Faucet - AI Assistant Knowledge Base
Serves as a single source of truth for AI assistants working on a testnet faucet project with Node.js, React, and Solidity.
DNS - Domain Name System
Collects DNS concepts, server software, public resolvers, and configuration commands for macOS and Linux.
Knowledge about Unit Testing
Classifies unit test inputs into Normal, Boundary, and Abnormal categories, then explains Test Doubles (Dummies, Fakes, Stubs, Mocks) with PHP examples.