honcho/docs/v3
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
..
api-reference v3.0.0 Release Candidate (#346) 2026-01-26 15:06:02 -05:00
contributing Refactor clients.py to add modern features and more flexible configuration (#459) 2026-04-20 02:46:37 -04:00
documentation docs: adding opencode (#596) 2026-04-23 10:28:12 -07:00
guides docs(integrations): make Step 4 cross-session test durable via honcho_search 2026-05-04 16:03:10 -04:00
migrations sdks: add set peer card function (#371) 2026-02-09 15:35:57 -05:00
README.md feat: honcho 3.0, sdks 2.0, excise stainless, update v3 docs, changelogs (#331) 2026-01-22 15:16:28 -05:00
openapi.json fix: Update Changelogs and OpenAPI Docs (#412) 2026-02-25 22:16:44 -05:00

README.md

This subdirectory contains the peer-paradigm documentation for Honcho (Honcho v2.0.0 onwards).