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Graphlit

Paid

Content ingestion, extraction, search, and RAG platform for AI agents and knowledge workflows.

4.5
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Inputs: audio, video, image
Type
Saas
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About Graphlit

Graphlit is a comprehensive content ingestion, extraction, search, and RAG (Retrieval-Augmented Generation) platform designed to power AI applications, agents, and knowledge workflows. It supports ingestion of diverse content types (PDFs, audio, video, web pages, feeds from RSS, Notion, blob storage, Slack, email), text/vector search, chatbot conversations with source-grounded citations, entity extraction, knowledge graphs, and configurable preprocessing/enrichment workflows. The platform provides a usage-based pricing model with a free tier and paid plans (Hobby $49/mo, Starter $199/mo, Growth $999/mo) plus per-credit usage costs for compute-intense operations (transcription, embeddings, graph queries). Note: Graphlit is winding down; new signups are closed, but existing accounts continue to operate during the transition.

Key Features

Content ingestion from PDFs, audio, video, web pages, DOCX, PPTX, images, Markdown, plain text, Slack, email, RSS, Notion, blob storage
Hybrid search by text or vector similarity
RAG chatbot conversations with source-grounded responses and citations
Configurable workflows for content preparation, extraction, and enrichment
Entity extraction, observable detection, relationship mapping, and graph queries
Usage-based credit wallet with transparent per-unit costs (e.g., 5 pages/credit for PDF, 10 min/credit for audio)
MCP server access for integration with Claude, Cursor, and ChatGPT
Unlimited feeds and chatbot conversations on paid plans
Role-based access and team Slack support on higher tiers
SOC 2 and SLA coming soon for Growth plan

Pros & Cons

Pros
  • All-in-one platform: ingestion, extraction, search, RAG, and knowledge graphs without stitching multiple services
  • Usage-based pricing with a generous free tier and clear per-credit costs
  • Supports a wide variety of content formats and sources (feeds, storage, messaging)
  • MCP server access enables integration with popular AI assistants (Claude, Cursor, ChatGPT)
  • Configurable workflows allow custom preprocessing and enrichment pipelines
Cons
  • Graphlit is winding down; new signups are closed, limiting long-term viability for new users
  • Pricing can be unpredictable for heavy usage due to variable credit costs
  • Requires technical integration (API-based, not a no-code platform)
  • Some advanced features (SLA, SOC 2) are only available on the highest Growth plan and not yet fully released

Best For

Building AI agents with retrieval-augmented generation (RAG) capabilitiesEnterprise knowledge management and content analysisAutomated transcription, summarization, and enrichment of multimedia contentCreating chatbot interfaces grounded in organizational documents and dataPowering context-aware workflows for research, compliance, or content discovery

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FAQ

Is Graphlit still accepting new signups?
No, Graphlit is winding down. New signups are closed. Existing accounts remain available during the transition period.
What content types does Graphlit support?
Graphlit supports PDFs, audio, video, web pages, DOCX, PPTX, images, Markdown, plain text, Slack messages, emails, and content feeds from RSS, Notion, and blob storage.
How is pricing structured?
Graphlit uses usage-based pricing with a free tier ($0) and paid plans: Hobby ($49/month + $0.10/credit), Starter ($199/month + $0.09/credit), and Growth ($999/month + $0.08/credit). Credits are consumed based on content type and volume.
Can I use Graphlit with Claude, Cursor, or ChatGPT?
Yes, the Hobby plan and above include MCP server access, allowing integration with Claude, Cursor, and ChatGPT.
What kind of support is available?
Free tier includes Discord community support. Hobby adds email support. Starter and Growth include priority email and private Slack support. Growth also offers a dedicated technical contact and an upcoming SLA.