lesteroliver911 / contextual-chunking-graphpowered-ragLinks
An advanced retrieval system that combines semantic vector search with token-based search, using contextual chunking and knowledge graphs to improve accuracy. It ensures precise query responses with LLM-based answer checking and graph visualization.
☆40Updated 11 months ago
Alternatives and similar repositories for contextual-chunking-graphpowered-rag
Users that are interested in contextual-chunking-graphpowered-rag are comparing it to the libraries listed below
Sorting:
- Contextual Doc Retrieval is a Python-based system leveraging OpenAI GPT-4o and Cohere for re-ranking and query expansion, combined with B…☆49Updated 11 months ago
- Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.☆139Updated 3 months ago
- RAG with postgreSQL(nebius) and pgvector☆24Updated 9 months ago
- An assistant for Slack built with Arcade and Langgraph. Interact with Google Calendar, Mail, Github, Search Engines, Firecrawl and more a…☆104Updated 3 months ago
- Declarative framework to build LLM-based applications☆127Updated 10 months ago
- Chat with PDF files with source highlights☆145Updated 9 months ago
- ☆89Updated 4 months ago
- WebRAgent is a retrieval-augmented generation (RAG) web application featuring agent-based query decomposition, vector search with Qdrant,…☆49Updated 5 months ago
- ☆74Updated 11 months ago
- Research assistant for performing online research on a given topic, using Llamaindex Workflows and Tavily API. Inspired by GPT-Researcher☆167Updated 11 months ago
- This project involves using llamaindex Multi Agents concierge system and Qdrant vector database to customize the RAG application with use…☆55Updated last year
- RAG example using DSPy, Gradio, FastAPI☆84Updated last year
- Framework for building, orchestrating and deploying multi-agent systems. Managed by OpenAI Solutions team. Experimental framework.☆92Updated 11 months ago
- Reliable RAG setup that uses Semantic Double Merging Chunking from llamaindex, Qdrant Hybrid Search, colBERT for reranking and Google Gem…☆41Updated 8 months ago
- ☆34Updated 8 months ago
- ☆53Updated 10 months ago
- A fork of OpenAI Swarm that supports Groq and Anthropic☆122Updated 6 months ago
- Retrieval-augmented generation (RAG) for remote & local LLM use☆45Updated 3 months ago
- Vibe-coding tools for the LlamaIndex ecosystem☆89Updated last week
- An application built on the Model Context Protocol (MCP) that transforms any website into highly relevant content based on your queries. …☆62Updated 4 months ago
- This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing d…☆147Updated last year
- ☆55Updated last year
- ☆103Updated 9 months ago
- Agentic RAG to help you build a startup🚀☆55Updated 5 months ago
- A MCP server connecting to managed indexes on LlamaCloud☆82Updated 2 months ago
- A project that enables identification and classification of an intent of a message with dynamic labels☆43Updated 8 months ago
- Simple, Opinionated benchmark for testing the viability of Efficient Language Models (ELMs) for personal use cases.☆48Updated last year
- Dynamic Metadata based RAG Framework☆75Updated last year
- PDF intelligence platform combining IBM Docling for document processing, LlamaIndex for data structuring, and Streamlit for a powerful UI…☆48Updated 8 months ago
- A command-line tool for configurable web automation with AI-assisted template creation.☆70Updated 7 months ago