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Delfhos

Delfhos is a Python SDK for building AI agents that use real tools — Gmail, SQL databases, Google Drive, Sheets, Docs, Calendar, web search, REST APIs, and your own custom functions — with clean orchestration and safe, human-in-the-loop execution.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-26T01:24:41.855Z. Cached copy · Source on delfhos.com

# Delfhos

> Delfhos is a Python SDK for building AI agents that use real tools — Gmail, SQL databases, Google Drive, Sheets, Docs, Calendar, web search, REST APIs, and your own custom functions — with clean orchestration and safe, human-in-the-loop execution.

Python SDK (>= 3.9, Apache-2.0, v0.9.0) for building AI agents that write and execute Python to use real tools — Gmail, SQL, Google Drive/Sheets/Docs/Calendar, web search, REST APIs, and custom functions — with safe, human-in-the-loop, sandboxed execution.

Each section below is available as raw markdown (append nothing — the URL already ends in `.md`). For everything in one request, fetch [/llms-full.txt](https://delfhos.com/llms-full.txt).

## Tutorials

[Tutorials (markdown)](https://delfhos.com/docs/tutorials.md): Learning-oriented, step-by-step lessons. Start here.

- [Tutorial 1 — Your First Agent](https://delfhos.com/docs/tutorials.md#tutorial-1-your-first-agent)
- [Tutorial 2 — Connecting to Gmail](https://delfhos.com/docs/tutorials.md#tutorial-2-connecting-to-gmail)
- [Tutorial 3 — Custom Tools](https://delfhos.com/docs/tutorials.md#tutorial-3-custom-tools)
- [Tutorial 4 — Chat Mode and Memory](https://delfhos.com/docs/tutorials.md#tutorial-4-chat-mode-and-memory)

## How-to Guides

[How-to Guides (markdown)](https://delfhos.com/docs/how-to.md): Task-oriented recipes that solve one specific problem each.

- [How to connect to a SQL database](https://delfhos.com/docs/how-to.md#how-to-connect-to-a-sql-database)
- [How to connect to Google Sheets](https://delfhos.com/docs/how-to.md#how-to-connect-to-google-sheets)
- [How to connect to Google Drive](https://delfhos.com/docs/how-to.md#how-to-connect-to-google-drive)
- [How to connect to Google Docs, Calendar, and more](https://delfhos.com/docs/how-to.md#how-to-connect-to-google-docs-calendar-and-more)
- [How to connect to any REST API](https://delfhos.com/docs/how-to.md#how-to-connect-to-any-rest-api)
- [How to use local or custom OpenAI-compatible models](https://delfhos.com/docs/how-to.md#how-to-use-local-or-custom-openai-compatible-models)
- [How to use multiple LLMs for different tasks](https://delfhos.com/docs/how-to.md#how-to-use-multiple-llms-for-different-tasks)
- [How to control what a tool can do with `allow` and `confirm`](https://delfhos.com/docs/how-to.md#how-to-control-what-a-tool-can-do-with-allow-and-confirm)
- [How to require human approval before actions](https://delfhos.com/docs/how-to.md#how-to-require-human-approval-before-actions)
- [How to run a task: blocking, async, or background](https://delfhos.com/docs/how-to.md#how-to-run-a-task-blocking-async-or-background)
- [How to poll a running request](https://delfhos.com/docs/how-to.md#how-to-poll-a-running-request)
- [How to run many tasks concurrently](https://delfhos.com/docs/how-to.md#how-to-run-many-tasks-concurrently)
- [How to expose the agent over HTTP](https://delfhos.com/docs/how-to.md#how-to-expose-the-agent-over-http)
- [How to use two Gmail accounts in o
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Claim my listing on Agent Web Map for delfhos.com:
1. POST https://agentwebmap.com/v1/sites/delfhos.com/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://delfhos.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/delfhos.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/delfhos.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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