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this repository provides the agentic rag powered by crewai and qdrant and applied for health care industry.

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Agentic RAG pipeline where autonomous agents collaborate for document-grounded responses.Using CrewAI, the agents operate in a structured, multi-step workflow to ensure accurate and controlled outputs. 🚀

Showcasing my AI journey — GenAI, Agentic AI, LangGraph, LangChain, CrewAI, RAG, ChatBot, FastAPI, Docker, Azure and more.

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Agentic RAG with Langchain, Qdrant and CrewAI

🤖 Local Agentic RAG with CrewAI + Ollama Multi-agent document Q&A system that runs entirely on your machine 🔍 Local search + web fallback | 🦙 Llama 3.2 | 🗄️ Qdrant storage

Agentic RAG With CrewAI

This project is an Agentic RAG system leveraging CrewAI for agent orchestration, FAISS for efficient vector search, Sentence Transformers for embeddings, LangChain for document processing, and Ollama for local language model inference, enabling query answering from uploaded documents with a fallback to web searches via Firecrawl.

Building Agentic RAG application using CrewAI, LangChain and Gradio

Practical, production-friendly agentic RAG pipeline examples in Python. Featuring LangChain, CrewAI, and best practices for agent orchestration, retrieval, and grading. Community friendly—open to PRs!

An advanced AI-powered document analysis chatbot enhanced with Agentic RAG and multi-agent collaboration. Supports PDF, DOCX, and TXT files with intelligent retrieval, summarization, and analysis. Built on OpenAI GPT models, CrewAI multi-agent framework, and FAISS vector search, with a clean Streamlit web interface.

Agentci RAG using Crew AI framework

A simple agentic RAG workflow using LangChain, CrewAI and Groq

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Agentic RAG using CrewAI & Agno (PhiData)

Multiagents code and Agentic RAG example using CREWAI

Experimented Agentic RAG using LangChain, Groq and CrewAI

Dynamic Product Recommender using RAG + Agentic AI (CrewAI)

An Agentic RAG-based AI chatbot that uses CrewAI agents, Groq LLM, and LlamaIndex-powered retrieval from ChromaDB to answer class 12 Biology queries, along with top 3 YouTube video suggestions. Built with FastAPI, Streamlit, and Docker for seamless backend, frontend, and deployment integration.

Develop a simple Agentic RAG app using Langchain, Groq API and CrewAI

Portfolio-grade agentic AI systems: deterministic workflows, RAG, SQL, tooling (LangGraph/CrewAI/BeeAI).

A fully modular Agentic RAG Chatbot built using CrewAI , FastAPI , LlamaIndex , ChromaDB , and a Streamlit Frontend .

Uses CrewAI Multi Agentic System to showcase memory poisoning with RAG workflow for a zero click RCE.

this repository provides the agentic rag powered by crewai and qdrant and applied for health care industry.

An End-to-End Multi-Agent AI System built with CrewAI that conducts comprehensive technical interviews across Data Science, Machine Learning, Agentic AI, and RAG domains.

Agentic RAG API with CrewAI agents - Multi-agent architecture featuring Researcher and Writer agents, REST API powered by LitServe, beautiful Gradio web interface, and web search integration with SerperDev tools.

Developed an agentic RAG system using CrewAI to intelligently retrieve information from documents, or fall back to web sources when needed. Implemented seamless translation of retrieved content, ensuring accurate and context-aware multilingual responses.

⚡ Lightweight, framework-agnostic template for building agentic AI MVPs. Works with OpenAI, Anthropic, Azure, LangChain, CrewAI & more. Includes agents, tools, memory, RAG, caching, and web dashboard. Ship your AI prototype in minutes, not weeks.