honcho/docs/v3/guides/integrations
lowyelling cceeaadbea docs(integrations): make Step 4 cross-session test durable via honcho_search
Replace the prose-recall test ("Based on what we've talked about, what do you know about me?") with a forced honcho_search call. Prose recall depended on the model getting deriver-built representation/peer-card in its system prompt, which is gated behind DERIVER_REPRESENTATION_BATCH_MAX_TOKENS=1024 — short tutorial-length conversations don't trigger it, producing false negatives on a working integration.

honcho_search hits message embeddings, which are computed synchronously at message persist time (src/crud/message.py:262-276), so peer-scoped retrieval works regardless of how short the prior session was. Also folds the result.steps[i].toolCalls inspection snippet from the old Step 5 into Step 4 — same prompt, no need for two sections.

Drops Step 5 entirely.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-04 16:03:10 -04:00
..
claude-code.mdx Abigail/dev 1406 (#416) 2026-03-06 23:21:28 -05:00
crewai.mdx Abigail/minor fix (#351) 2026-01-27 11:18:41 -05:00
hermes.mdx Self-hosting docs overhaul: single-provider default, restructured config guide (#510) 2026-04-07 22:49:57 -04:00
langgraph.mdx chore: (docs) Reconcile new SDK conventions in docs (#355) 2026-01-28 10:58:40 -05:00
mcp.mdx refactor: MCP server improvements (#379) 2026-03-31 17:34:36 -04:00
n8n.mdx Updating Docs & Packages with 3.0.0 SDK (#356) 2026-01-29 17:10:33 -05:00
openclaw.mdx docs: improve OpenClaw integration page (#462) 2026-04-03 12:38:48 -04:00
opencode.mdx docs: update opencode install command (#623) 2026-04-28 15:05:41 -04:00
paperclip.mdx Refactor clients.py to add modern features and more flexible configuration (#459) 2026-04-20 02:46:37 -04:00
reachy-mini.mdx Fix typos (#440) 2026-03-22 15:52:55 -04:00
sillytavern.mdx docs(sillytavern): correct panel labels, split installer per-platform, surface other knobs 2026-04-24 13:57:13 -04:00
vercel-ai-sdk.mdx docs(integrations): make Step 4 cross-session test durable via honcho_search 2026-05-04 16:03:10 -04:00
zo-computer.mdx docs: add Zo Computer integration page (#504) 2026-04-07 10:45:00 -04:00