Files
liqiang b119135836
Build latest book artifacts / build (push) Canceled after 0s
dependency resolution / resolve (3.11) (push) Canceled after 0s
dependency resolution / resolve (3.13) (push) Canceled after 0s
deploy-pages / build (push) Canceled after 0s
deploy-pages / deploy (push) Canceled after 0s
i18n consistency check / check (push) Canceled after 0s
provider adoption tests / test (chapter2/context-compression) (push) Canceled after 0s
provider adoption tests / test (chapter2/prompt-injection) (push) Canceled after 0s
provider adoption tests / test (chapter2/system-hint) (push) Canceled after 0s
provider adoption tests / test (chapter3/log-sanitization) (push) Canceled after 0s
web-search-agent tests / test (push) Canceled after 0s
web-search-agent tests / agentbook (push) Canceled after 0s
ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

477 lines
9.8 KiB
JSON

{
"experiment_id": "2-4",
"created_at": "2026-07-30T06:13:09.682117+08:00",
"protocol_sha256": "ec1ec36d5a6ee21b5185295a7a4447f4e0173f1681a9fe471b240dda1e7cf32a",
"protocol_copy": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/experiment_protocol.json",
"provider": "openai",
"model": "kimi-k3",
"user_model": "kimi-k3",
"objective_scoring": "vendored tau-bench environment reward",
"arms": {
"baseline": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-baseline_0730051848.json",
"sha256": "0adf5fe03e21908792e4ae1218c1ba0500c6b7942c8ee3cc679f36426513727e"
},
"rewards": [
0.0,
1.0,
0.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
0.0
],
"success_rate": 70.0,
"total": 10,
"successes": 7,
"failures": 3,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [],
"agent_steps": [
14,
10,
30,
18,
15,
14,
11,
14,
16,
24
],
"tool_calls": [
6,
5,
28,
14,
12,
11,
7,
11,
12,
17
],
"tool_errors": [
1,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"real_api_calls": 221,
"response_ids_present": true,
"usage": {
"prompt_tokens": 1599454,
"completion_tokens": 88017,
"total_tokens": 1687471
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 40.79078,
"arm_complete": true
},
"tone_trump": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-tone_trump_0730052734.json",
"sha256": "3c9766ed2801aa70003b24cc013dcbf6997581236f76700798a591c28b1a0293"
},
"rewards": [
1.0,
1.0,
0.0,
1.0,
0.0,
1.0,
1.0,
1.0,
0.0,
0.0
],
"success_rate": 60.0,
"total": 10,
"successes": 6,
"failures": 4,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [
{
"task_id": 9,
"error": "User simulator returned empty content on three accepted responses"
}
],
"agent_steps": [
13,
11,
16,
18,
12,
15,
10,
12,
14,
null
],
"tool_calls": [
7,
7,
14,
14,
9,
12,
6,
8,
10,
null
],
"tool_errors": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
null
],
"real_api_calls": 171,
"response_ids_present": true,
"usage": {
"prompt_tokens": 1108201,
"completion_tokens": 81717,
"total_tokens": 1189918
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 30.335720000000002,
"arm_complete": false
},
"tone_casual": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-tone_casual_0730053331.json",
"sha256": "8a07bcd0041469d53bc7228deaf02eb54edf350dbe7460c37cf5fca6e3a6e654"
},
"rewards": [
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
0.0
],
"success_rate": 90.0,
"total": 10,
"successes": 9,
"failures": 1,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [
{
"task_id": 9,
"error": "litellm.BadRequestError: OpenAIException - Invalid request: the message at position 13 with role 'user' must not be empty"
}
],
"agent_steps": [
14,
10,
16,
15,
15,
14,
12,
15,
16,
null
],
"tool_calls": [
9,
5,
13,
11,
11,
11,
8,
9,
13,
null
],
"tool_errors": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
null
],
"real_api_calls": 180,
"response_ids_present": true,
"usage": {
"prompt_tokens": 1187766,
"completion_tokens": 77626,
"total_tokens": 1265392
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 31.51792,
"arm_complete": false
},
"wiki_random": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-wiki_random_0730054009.json",
"sha256": "dc3c8d20d531e7d555d56325ac2b40989316f65f1cb875a499a6a5331c62a522"
},
"rewards": [
1.0,
1.0,
0.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
0.0
],
"success_rate": 80.0,
"total": 10,
"successes": 8,
"failures": 2,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [],
"agent_steps": [
14,
9,
14,
15,
13,
10,
14,
30,
15,
23
],
"tool_calls": [
7,
5,
10,
13,
10,
7,
10,
28,
11,
15
],
"tool_errors": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"real_api_calls": 209,
"response_ids_present": true,
"usage": {
"prompt_tokens": 1446738,
"completion_tokens": 89732,
"total_tokens": 1536470
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 37.90796,
"arm_complete": true
},
"no_tool_desc": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-no_tool_desc_0730055428.json",
"sha256": "590af99d99429ab69df3a46b9e895ac654f1697534a685e9891794c9d8471c9a"
},
"rewards": [
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
1.0,
0.0
],
"success_rate": 90.0,
"total": 10,
"successes": 9,
"failures": 1,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [
{
"task_id": 9,
"error": "User simulator returned empty content on three accepted responses"
}
],
"agent_steps": [
14,
9,
15,
12,
15,
11,
13,
13,
17,
null
],
"tool_calls": [
9,
5,
11,
9,
12,
7,
10,
8,
14,
null
],
"tool_errors": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
null
],
"real_api_calls": 172,
"response_ids_present": true,
"usage": {
"prompt_tokens": 967540,
"completion_tokens": 80968,
"total_tokens": 1048508
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 27.4476,
"arm_complete": false
},
"all_ablations": {
"artifact": {
"path": "/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/runs/exp2-4-kimi-k3-20260730-v4/tool-calling-kimi-k3-tone_casual_wiki_random_no_tool_desc_0730060254.json",
"sha256": "9bc93f263316cba3ee94ebd55311aa297d67dfd2f359c926e012cde5b9d2000b"
},
"rewards": [
1.0,
1.0,
1.0,
1.0,
0.0,
1.0,
1.0,
1.0,
1.0,
0.0
],
"success_rate": 80.0,
"total": 10,
"successes": 8,
"failures": 2,
"tasks_completed": 10,
"expected_tasks": 10,
"task_errors": [],
"agent_steps": [
13,
10,
16,
16,
9,
12,
15,
12,
15,
21
],
"tool_calls": [
7,
5,
13,
12,
8,
6,
10,
8,
10,
14
],
"tool_errors": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"real_api_calls": 196,
"response_ids_present": true,
"usage": {
"prompt_tokens": 1247279,
"completion_tokens": 97489,
"total_tokens": 1344768
},
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 34.69448,
"arm_complete": true
}
},
"credential_scan_passed": true,
"credential_findings": [],
"usage_and_cost": {
"total_real_api_calls": 1149,
"prompt_tokens": 7556978,
"completion_tokens": 515549,
"total_tokens": 8072527,
"observed_litellm_cost_usd": 0,
"all_calls_priced": false,
"native_cost_cny": 202.69446,
"native_cost_complete": true,
"qualification": "Prompt cache detail is unavailable in these responses, so every prompt token is conservatively priced as uncached."
},
"campaign_complete": false,
"hypothesis_results": {
"historical_percentages_reproduced": false,
"qualification": "Current fixed ten-task campaign only; compare arm metrics directly."
}
}