Your Data Has Answers—What’s Your Question?

Gather Sales & Revenue Insights

What were the total sales for this month?

You give the instructions—ContexKit delivers the insights.

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Get More Accurate Results using Context Engineering

Give the LLM precise instructions, schemas, and examples; then test the output to ensure it’s correct—so you consistently get more accurate results.

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Monitor Token Cost & Traces

Track per‑request token usage and review trace logs to understand behavior, control spend, and debug faster.

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Reverse INSERT / DELETE / UPDATE

Made a mistake? Generate safe reverse queries to undo changes for INSERT, DELETE, and UPDATE operations—restore data in seconds.

External Connections

Secure, read-only integrations you can enable in minutes.

Supported Datasource
PostgreSQL
PostgreSQL
External LLM Supported
Provide Base URL
Ollama
Ollama

How It Works

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1) Connect your external database

Plug in Postgres, MySQL, SQL Server, or Supabase. Use read‑only credentials and keep your data in your own cloud. RLS/RBAC are respected.

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2) Provide context for the LLM

Select tables, define joins and business rules, set safe output formats, and add examples. These guardrails make answers precise and auditable.

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3) Chat with the chatbot

Ask natural‑language questions. ContexKit turns them into SQL, runs with least‑privilege access, and returns answers with citations and exportable results.