Laying out the streets…STEP 1 OF 3

ContextGem 1.0 · Office #53,214

Decision models join LLMs to extract data from documents

In the Grounding answers in your own data neighborhood (AI and agents). In town since 27 Oct 2026.

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What Tablif read on ContextGem 1.0's site

ContextGem 1.0 describes itself as: “GitHub - shcherbak-ai/contextgem: Extract structured data and insights from documents using LLMs and decision models · GitHub”

What it is

Calls itself “framework”.

  • Calls itself: framework
“ContextGem is a free, open-source framework that does the work around the models for you”

What it costs

A free tier, free forever.

  • Free plan: free forever
“ContextGem is a free, open-source framework that does the work around the models for you”

Who it sells to

Sells to developers.

  • Sells to: developers
“ContextGem is a free, open-source framework that does the work around the models for you: the prompts, the data models, the source references and the justifications, with minimal code.”

How it runs

A API. Runs locally and works offline. Hosted in the cloud. Distributed through the npm. Offers an API. Open source. AI is the core of the product.

  • Kind: api
  • Runs where: cloud / hosted · on the device, offline
  • Distributed via: npm
  • API: yes
  • Open source: yes
  • AI role: core to the product
“The tool is a Python function, for ContextGem's own chat, an agent framework or an MCP server.”
“Any cloud or local LLM through LiteLLM : OpenAI, Anthropic, Google, Azure OpenAI, xAI, Ollama, LM Studio and more”

What it works with

Integrates with Anthropic, Docling, Google and 4 more. Analyzes / reviews Docling. Built on Docling.

  • Integrates with: Anthropic · Docling · Google · +4
  • Analyzes / reviews: Docling
  • Built on: Docling
“New in 1.0: decision models next to LLMs. They answer closed questions with the probability of each answer, fast and at a low cost, and a model group sends each question to the model that suits it. Also new: Docling for your files, and tools for agents.”
“Any cloud or local LLM through LiteLLM : OpenAI, Anthropic, Google, Azure OpenAI, xAI, Ollama, LM Studio and more”

What it offers as proof

Live, no waitlist. Publishes docs.

“You must be signed in to change notification settings”
“…docs -> https://github.com/shcherbak-ai/contextgem/tree/main/docs”

Sources

Tablif read these pages, last on 27 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.

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