Graphlit
Cloud-native, serverless platform accelerating Generative AI and Retrieval-Augmented Generation (RAG) projects by seamlessly ingesting, transforming, and leveraging unstructured data.
Community:
Product Overview
What is Graphlit?
Graphlit is a developer-centric, serverless platform designed to simplify and speed up the creation of AI applications and agents that utilize unstructured data. It offers an end-to-end pipeline from automated data ingestion and transformation to advanced AI-powered conversational services. Integrated tightly with Azure and other cloud services, Graphlit supports a wide variety of data sources and formats, including documents, audio, video, and images. Its core strengths lie in automated ETL for large language models, multimodal capabilities, semantic search, and a knowledge graph that extracts and links entities across ingested data. By abstracting infrastructure complexities, Graphlit enables rapid operationalization of scalable AI solutions across diverse use cases such as chatbots, content summarization, semantic search, and AI-driven reporting.
Key Features
Automated ETL for LLMs
Seamlessly ingest and transform unstructured data from multiple sources like websites, Slack, email, podcasts, and cloud storage, supporting formats including text, audio, video, and images with OCR and metadata enrichment.
RAG-as-a-Service
Provides intelligent text extraction, chunking, vector embeddings, conversation history management, and semantic search with metadata filtering to accelerate Retrieval-Augmented Generation workflows.
Multimodal AI Support
Integrates with large multimodal models such as GPT-4 Vision for image analysis, audio transcription, and visual search, enabling rich AI interactions beyond text.
Knowledge Graph Construction
Builds a graph of entities and their relationships extracted from ingested data, facilitating powerful querying, visualization, and context-aware AI responses.
Developer-Friendly Serverless Architecture
Cloud-native, zero-deployment platform with managed APIs, multi-tenant support, role-based access control, and flexible usage-based pricing to streamline AI app development.
Extensive Data Connectivity
Supports numerous integrations including Google Drive, OneDrive, SharePoint, Notion, Slack, GitHub, Jira, and more for comprehensive data ingestion.
Use Cases
- Intelligent Chatbots and Virtual Assistants : Create conversational AI interfaces with access to vast, up-to-date knowledge bases for customer support, internal help desks, or personal assistants.
- Content Summarization and Generation : Automatically generate summaries of lengthy documents, transcripts, or web content, and produce social media posts or long-form content.
- Semantic Search and Knowledge Discovery : Enable vector-based semantic search across unstructured data with metadata filtering to quickly find relevant information.
- Data Extraction and Automated Reporting : Extract structured data from PDFs, emails, and other unstructured sources to automate report generation and data analysis workflows.
- Multimodal AI Applications : Leverage audio transcription, image description, and visual similarity search to build rich, multimodal AI experiences.
FAQs
Graphlit Alternatives
Chaport
All-in-one customer messaging platform offering live chat, chatbots, multi-channel communication, and knowledge base integration.
Open WebUI
Self-hosted, extensible interface for running any local or cloud LLM, built for privacy-first teams and individuals.
ChatBot
AI-powered chatbot platform enabling businesses to automate customer service, lead generation, and internal workflows with customizable chatbots across multiple channels.
SiteGPT
AI-powered chatbot platform delivering personalized, content-driven customer support with seamless website integration and human escalation.
ASI:One
The world's first Web3-native LLM built for autonomous agentic workflows, combining knowledge graph memory, multi-mode reasoning, and decentralized integration.
data.world
A cloud-native enterprise data catalog platform that simplifies data discovery, governance, and collaboration through a knowledge graph architecture.
LiveChatAI
AI-powered chatbot platform leveraging GPT-4 technology to deliver personalized, accurate, and scalable customer support with seamless human handoff.
Recall
AI-powered personal knowledge base that summarizes, organizes, and links online content to enhance learning and recall.