Granite Retrieval Agent

0
0 Reviews
Granite Retrieval Agent is an open-source framework that integrates Azure Cognitive Search and large language models to deliver context-aware responses from enterprise knowledge bases. It supports custom document ingestion, vector-based retrieval, and LLM-driven reasoning to enable accurate question-answering and conversational agents. Extensible via Python, Docker, and modular plugins, it helps developers build scalable, reliable retrieval-augmented AI solutions.
Added on:
Social & Email:
Platform:
May 10 2025
--
Promote this Tool
Update this Tool
Granite Retrieval Agent

Granite Retrieval Agent

0
0
Granite Retrieval Agent
Granite Retrieval Agent is an open-source framework that integrates Azure Cognitive Search and large language models to deliver context-aware responses from enterprise knowledge bases. It supports custom document ingestion, vector-based retrieval, and LLM-driven reasoning to enable accurate question-answering and conversational agents. Extensible via Python, Docker, and modular plugins, it helps developers build scalable, reliable retrieval-augmented AI solutions.
Added on:
Social & Email:
Platform:
May 10 2025
--
Featured
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
VoxDeck
Next-gen AI presentation maker,Turn your ideas & docs into attention-grabbing slides with AI.
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Img2.AI
AI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
Van Gogh Free Video Generator
An AI-powered free video generator that creates stunning videos from text and images effortlessly.
Nana Banana: Advanced AI Image Editor
AI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
Kling 3.0
Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
Rebelgrowth
Grow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.

What is Granite Retrieval Agent?

Granite Retrieval Agent provides developers with a flexible platform to build retrieval-augmented generative AI agents that combine semantic search and large language models. Users can ingest documents from diverse sources, create vector embeddings, and configure Azure Cognitive Search indexes or alternative vector stores. When a query arrives, the agent retrieves the most relevant passages, constructs context windows, and calls LLM APIs for precise answers or summaries. It supports memory management, chain-of-thought orchestration, and custom plugins for pre- and post-processing. Deployable with Docker or directly via Python, Granite Retrieval Agent accelerates the creation of knowledge-driven chatbots, enterprise assistants, and Q&A systems with reduced hallucinations and enhanced factual accuracy.

Who will use Granite Retrieval Agent?

  • AI developers
  • Data scientists
  • Enterprise architects
  • IT teams building conversational AI
  • Knowledge management specialists

How to use the Granite Retrieval Agent?

  • Step1: Install the package via pip (pip install granite-retrieval-agent).
  • Step2: Configure environment variables for Azure Cognitive Search endpoint and API key.
  • Step3: Ingest documents using provided ingestion scripts to build the search index.
  • Step4: Initialize the Granite Retrieval Agent in Python with index settings and LLM credentials.
  • Step5: Send queries to the agent and retrieve context-aware answers or summaries.
  • Step6: Integrate the agent into your application or deploy via Docker.

Platform

  • mac
  • windows
  • linux

Granite Retrieval Agent's Core Features & Benefits

The Core Features

  • Custom document ingestion and indexing
  • Vector embedding and semantic search
  • Azure Cognitive Search integration
  • Large language model API orchestration
  • Context window construction and retrieval
  • Memory management for conversational state
  • Chain-of-thought and plugin architecture
  • Pre- and post-processing customization

The Benefits

  • Improved answer accuracy and relevance
  • Reduced LLM hallucinations
  • Scalable microservices deployment
  • Modular and extensible architecture
  • Open-source with community support
  • Rapid prototyping of AI agents

Granite Retrieval Agent's Main Use Cases & Applications

  • Enterprise knowledge base question-answering
  • Customer support virtual assistants
  • Internal IT helpdesk chatbots
  • Research document summarization
  • Document-driven conversational interfaces

FAQs of Granite Retrieval Agent

Granite Retrieval Agent Company Information

Granite Retrieval Agent Reviews

5/5
Do You Recommend Granite Retrieval Agent? Leave a Comment Below!

Granite Retrieval Agent's Main Competitors and alternatives?

  • LangChain
  • Haystack
  • LlamaIndex
  • Semantic Kernel
  • Other retrieval-augmented generation frameworks

You may also like:

Team9
Managed Openclaw workspace to deploy local-first AI agents, hire AI staff, and join the Moltbook ecosystem.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Lovart
Lovart is an AI agent that generates professional-quality content and designs effortlessly.
Power Automate
Power Automate transforms repetitive tasks into automated workflows using AI.
MS Copilot Studio Agent Builder
Create AI agents with Microsoft Copilot Studio's intuitive tools and seamless integration.
Oracle Miracle Agent
Oracle's AI Agent enhances productivity through automated decision-making and intelligent support.
Amazon Bedrock Agents
Amazon Bedrock Agents enhance applications with AI capabilities like text generation and automation.
Jobright.ai
Revolutionize job hunting with AI-driven support.
Interagix
Streamline your lead management with intelligent automation.
NVIDIA Cosmos
NVIDIA Cosmos empowers AI developers with advanced tools for data processing and model training.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Pixlr
Pixlr is an AI-powered online and mobile photo editor ideal for beginners and professionals.
UiPath
UiPath's AI Agent automates workflows by integrating AI capabilities seamlessly.
Dialpad
Dialpad is an AI-powered communication tool that enhances business calls and conversations.
a1.art
Create and explore art with AI-driven applications.
Rubii
Rubii AI creates lifelike chatbot interactions for immersive role-playing experiences.
Glean
Glean is an AI assistant platform for enterprise search and knowledge discovery.
intercom.help
AI-driven customer service platform offering efficient communication solutions.
Wanderboat AI
AI-powered travel planner for personalized getaways.
Crewai
Crewai orchestrates interactions between multiple AI agents, enabling collaborative task solving, dynamic planning, and agent-to-agent communication.
Abacus AI
AI-driven platform for creating and deploying enterprise-grade AI systems and agents.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Gene
Gene is an AI-driven sales agent designed specifically for real estate agencies and developers.
Fay AI
Fay AI assists in various tasks like customer support, content generation, and workflow automation.
FacesearchAI
FacesearchAI specializes in facial recognition and analysis through AI technology.
Tray
Tray.io automates workflows by connecting apps and services using no-code solutions.
Lynq
Lynq leverages AI for real-time business intelligence and actionable insights.
Mistral Small 3
Mistral Small 3 is a highly efficient, latency-optimized AI model for fast language tasks.
MagicBlocks
MagicBlocks is an AI agent for creating virtual worlds and 3D environments.
CrewAI Anthropic Similar Company Finder
An AI tool that uses Anthropic Claude embeddings via CrewAI to find and rank similar companies based on input lists.
Spark Engine
Spark Engine is an AI-powered semantic search platform delivering fast, relevant results using vector embeddings and natural language understanding.
Stack AI
Stack AI is an advanced AI agent that automates task management and personal assistance.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
Offensive Graphs
Offensive Graphs uses AI to automatically generate attack path graphs from network data, empowering security teams with clear visualization.
MindSearch
MindSearch is an open-source retrieval-augmented framework that dynamically fetches knowledge and powers LLM-based query answering.
CrewAI
CrewAI is an AI-powered virtual assistant that automates customer service tasks and enhances user engagement.
SWE-agent
SWE-agent autonomously leverages language models to detect, diagnose, and fix issues in GitHub repositories.
ReactAgent
ReactAgent is an AI-driven conversation agent for interactive web experiences.
RelevanceAI
RelevanceAI offers advanced data analysis and machine learning tools for businesses.
Chipp AI
Chipp AI automates tasks and provides enhanced insights using intelligent decision-making.
Bosun.ai
Bosun.ai builds AI-powered knowledge assistants that ingest company data to deliver instant, accurate answers via chat.
AgenticIR
AgenticIR orchestrates LLM-based agents to autonomously retrieve, analyze, and synthesize information from web and document sources.