haiku.rag/docs
Yiorgis Gozadinos b374d5eb83
Replace ask_question and analyze with execute_code
In Claude Code the client is the model, so the server no longer runs one.
execute_code runs a Python program per call in the analysis sandbox over
the selected documents and returns what it printed; the sandbox is created
and closed per call so Monty's cumulative budget and a frozen mount never
outlive a program. --no-agents goes with the two tools, and format_citations
in haiku.rag.utils goes with its only caller.

The sandbox exposes chunk metadata to code: chunk_meta on search results,
metadata on list_documents rows and in metadata.json, and chunks.jsonl per
document. A host-side failure inside a program, a document read or an
in-code search raising, reaches the program by exception type only and is
logged with its traceback. recovery_hint moves to haiku.rag.sandbox.

Closes #604.
2026-09-07 10:02:42 +03:00
..
capabilities Replace ask_question and analyze with execute_code 2026-09-07 10:02:42 +03:00
configuration Replace ask_question and analyze with execute_code 2026-09-07 10:02:42 +03:00
img
stylesheets
apps.md Remove the environment overrides and the last unnamed-database wording 2026-09-03 15:12:09 +03:00
benchmarks.md Document vector index state and measured cost 2026-09-01 15:19:13 +03:00
changelog.md
chat.md Update caps documentation 2026-08-13 14:08:14 +03:00
cli.md Replace ask_question and analyze with execute_code 2026-09-07 10:02:42 +03:00
custom-pipelines.md Linting, doc edits 2026-08-18 12:18:10 +02:00
development.md Delete comments that restate the line below them 2026-08-20 15:22:33 +03:00
index.md Give the docs an architecture page and one extras list 2026-08-20 15:07:06 +03:00
ingester.md Give the docs an architecture page and one extras list 2026-08-20 15:07:06 +03:00
installation.md Give the docs an architecture page and one extras list 2026-08-20 15:07:06 +03:00
mcp.md Replace ask_question and analyze with execute_code 2026-09-07 10:02:42 +03:00
overview.md One reference and one placement for a database 2026-09-03 15:12:08 +03:00
python.md Name the remedy for a missing configured database and list the databases an unknown name could have meant 2026-09-03 15:26:42 +03:00
remote-processing.md Wire providers.docling_serve.timeout through to the client 2026-08-19 13:30:45 +03:00
tools.md replace haiku.skills with native Pydantic AI capabilities 2026-07-24 15:26:17 +03:00
tuning.md Remove the wix evaluation dataset 2026-08-14 14:46:51 +03:00
tutorial.md Default to ollama:qwen3.8 2026-09-04 12:36:36 +03:00