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### Summary Aligns Go and Python error codes/messages so both backends honor the same RESTful API contract, removing implementation-specific error leaks (MySQL errors, `ValueError`, `AttributeError`, Gin validator format) in favor of clean business error codes. **Chat list** — invalid `orderby` now returns code 101 (was: raw Python `AttributeError` code 100); invalid `page`/`page_size` values fall back to defaults (was: raw `ValueError`/`ProgrammingError` code 100). **Dataset create/update/delete** — adds UUID validation (101), extra-field rejection (101), duplicate-id detection (101), content-type / JSON-syntax / object-shape checks (101), and "lacks permission" for nonexistent datasets (IDOR). Create auto-deduplicates dataset names. Pagerank updates tolerate a missing ES index. List response includes `parser_config` and `pagerank`. **Session list/update** — adds filtering, sorting, and pagination support. Empty payloads are valid no-ops. Authorization errors map to code 109. **Chunk list** — doc object uses Python key names (`chunk_count`, `dataset_id`, `chunk_method`, run text status). Add validates list element types. **Document update** — adds `chunk_method` alias, pydantic-style Field error messages, metadata index auto-create with refresh, and "These documents do not belong to dataset" messages. List validates `metadata_condition` and reports ownership errors for unmatched name/id filters. **Search completion** — `kb_ids` ownership failure returns code 102 instead of 109. Released 31 contract tests from `GO_ONLY_SKIPS` (all verified passing on both Go and Python backends with real LLM keys).