Topic: agentic-retrieval

15 repositories

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

★ 91,584GoForks 10,874

Clement-Okolo/Vectorless-Rag

Reasoning-based, vectorless RAG over a large document using a hierarchical tree (PageIndex) and a Vision-Language Model (Llama 4 Scout), no embeddings, no vector store, no text chunking.

★ 3Jupyter NotebookForks 0

HeyJiqingCode/AzureAISearchMCP

MCP server for Azure AI Search, supporting keyword, semantic, vector, hybrid, and Knowledge Base agentic retrieval.

★ 2PythonForks 1

laozhangzzz/agent-pitbook

LLM-readable debugging knowledge base: structured pits that help coding agents find buried fixes in human-oriented threads.

★ 1JavaScriptForks 0

ZhaohanM/SSE-Bio

[EMNLP 2026]* SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning.

★ 1PythonForks 0

JAaron93/Blackwall

Blackwall is an autonomous Agentic Firewall designed to secure AI agents by actively intercepting execution flows before they reach external systems or the host OS. It leverages self-learning threat signatures, structural graph analysis, and real-time semantic gating to dynamically detect and mitigate rogue agent behaviors and malicious payloads.

★ 1PythonForks 0

navneet-singh2907/GraphMind

Data-agnostic Agentic RAG with hybrid BM25, Chroma, and Neo4j retrieval, source verification, bounded retries, and AWS ECS deployment.

★ 0PythonForks 0

vighriday/janus

Intercepts an AI agent's action before it runs, grounds it in cited precedent via Foundry IQ, pauses for a human.

★ 0PythonForks 0

EloMelo46/RAG_Pipeline

Modular local RAG pipeline with agentic retrieval, cross-encoder reranking, and context compression. Built with LlamaIndex, ChromaDB, and Ollama. Supports any document collection (txt, json, csv, pdf, html, code). Fully offline — no API keys, no cloud. Configurable persona for prompt engineering, code Q&A, or documentation search.

★ 0PythonForks 0