Yufeng He 2cb6c84eeb feat: context token counting support for multimodal content (images, audio, and chain-of-thought) (#6596) ...

EstimateTokenCounter 之前只计算 TextPart，完全忽略 ImageURLPart、
AudioURLPart 和 ThinkPart。多模态对话中图片占 500-2000 token，
不被计入会导致 context 压缩触发过晚，API 先报 context_length_exceeded。

改动：
- ImageURLPart 按 765 token 估算（OpenAI vision 低/高分辨率中位数）
- AudioURLPart 按 500 token 估算
- ThinkPart 的文本内容正常计算
- 10 个新测试覆盖各类型单独和混合场景

Co-authored-by: Yufeng He <40085740+universeplayer@users.noreply.github.com>

2026-03-19 17:25:49 +08:00

..

agent

feat: context token counting support for multimodal content (images, audio, and chain-of-thought) (#6596)

2026-03-19 17:25:49 +08:00

backup

fix: harden backup import for duplicate platform stats (#5594)

2026-03-01 20:46:35 +09:00

computer

Clarify FileUpload/DownloadTool descriptions to fix LLM tool selection (#6527)

2026-03-18 09:34:48 +08:00

config

perf: Implement Pydantic data models for the KOOK adapter to enhance data retrieval and message schema validation (#5719)

2026-03-17 18:05:58 +08:00

cron

fix: add missing spaces in cron prompt and replace deprecated utcnow() (#6192)

2026-03-14 20:52:00 +08:00

db

fix: SQLite 'database is locked' by adding busy timeout (#6474)

2026-03-17 12:56:34 +08:00

knowledge_base

perf: batch metadata query in KB retrieval to fix N+1 problem (#5463)

2026-02-26 09:59:37 +08:00

message

fix: preserve whitespace in Plain.toDict() for @ mentions (#6244)

2026-03-14 18:18:14 +08:00

pipeline

fix(wecom-aibot): significantly improve streaming readability and speed via add throttling (#6610)

2026-03-19 17:14:42 +08:00

platform

fix(wecom-aibot): significantly improve streaming readability and speed via add throttling (#6610)

2026-03-19 17:14:42 +08:00

provider

fix: only pass dimensions when explicitly configured in embedding config (#6432)

2026-03-17 17:53:03 +08:00

skills

fix: reading skills on Windows (#6490)

2026-03-17 15:12:02 +08:00

star

feat: install plugin using metadata name and validate importable identifiers (#6530)

2026-03-17 23:23:59 +08:00

tools

fix: prefer named weekday cron examples (#6091)

2026-03-12 23:57:45 +08:00

utils

fix: set packaged Windows runtime build env for pip native builds (#6575)

2026-03-19 00:07:03 +09:00

__init__.py

fix: 插件依赖自动安装逻辑与 Dashboard 安装体验优化 (#5954)

2026-03-11 14:21:55 +09:00

astr_agent_context.py

…

astr_agent_hooks.py

…

astr_agent_run_util.py

feat: improve error messaging for AI execution failures in agent runners

2026-02-28 21:23:44 +08:00

astr_agent_tool_exec.py

fix: apply max_agent_step config to subagents (#5608)

2026-03-02 14:16:14 +08:00

astr_main_agent_resources.py

Fix: AI fails to send media files when tool-calling mode is set to "skills-like". (#6317)

2026-03-15 21:46:01 +08:00

astr_main_agent.py

fix: subagent lookup failure when using default persona (#5672)

2026-03-17 15:42:15 +08:00

astrbot_config_mgr.py

…

conversation_mgr.py

fix: resolve unhandled UTC timezone offset for timestamps in conversation records (#5580)

2026-03-01 16:10:35 +09:00

core_lifecycle.py

test: add comprehensive tests for core lifecycle and agent execution (#5357)

2026-03-01 00:23:47 +08:00

event_bus.py

test: add comprehensive tests for core lifecycle and agent execution (#5357)

2026-03-01 00:23:47 +08:00

exceptions.py

…

file_token_service.py

…

initial_loader.py

…

log.py

refactor: bundled webui static files into wheel and replace astrbot cli log with English (#5665)

2026-03-03 12:58:59 +08:00

persona_error_reply.py

feat: support persona custom error reply message with fallback (#5547)

2026-02-28 13:34:12 +09:00

persona_mgr.py

fix: subagent lookup failure when using default persona (#5672)

2026-03-17 15:42:15 +08:00

platform_message_history_mgr.py

…

sentinels.py

feat: support persona custom error reply message with fallback (#5547)

2026-02-28 13:34:12 +09:00

subagent_orchestrator.py

fix: subagent lookup failure when using default persona (#5672)

2026-03-17 15:42:15 +08:00

umop_config_router.py

perf: enhance umo processing compatibility (#5996)

2026-03-16 12:34:21 +08:00

updator.py

refactor: bundled webui static files into wheel and replace astrbot cli log with English (#5665)

2026-03-03 12:58:59 +08:00

zip_updator.py

…