-
Notifications
You must be signed in to change notification settings - Fork 8
Expand file tree
/
Copy pathquery-coverage.json
More file actions
536 lines (536 loc) · 20.6 KB
/
query-coverage.json
File metadata and controls
536 lines (536 loc) · 20.6 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
{
"hub_count": 6,
"hubs": [
{
"cluster": "ai-coding-agents",
"id": "open-source-coding-agents",
"queries": [
"best open-source coding agent",
"open-source ai coding assistant",
"terminal coding agent workflow"
],
"title": "Open-Source Coding Agents",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/cline-tutorial/README.md",
"intent_signals": [
"agentic-coding"
],
"slug": "cline-tutorial",
"title": "Cline Tutorial: Agentic Coding with Human Control"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/roo-code-tutorial/README.md",
"intent_signals": [
"production-operations",
"architecture-deep-dive",
"agentic-coding"
],
"slug": "roo-code-tutorial",
"title": "Roo Code Tutorial: Run an AI Dev Team in Your Editor"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/opencode-tutorial/README.md",
"intent_signals": [
"production-operations",
"agentic-coding"
],
"slug": "opencode-tutorial",
"title": "OpenCode Tutorial: Open-Source Terminal Coding Agent at Scale"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/codex-cli-tutorial/README.md",
"intent_signals": [
"agentic-coding"
],
"slug": "codex-cli-tutorial",
"title": "Codex CLI Tutorial: Local Terminal Agent Workflows with OpenAI Codex"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/continue-tutorial/README.md",
"intent_signals": [
"production-operations",
"agentic-coding"
],
"slug": "continue-tutorial",
"title": "Continue Tutorial: Open-Source AI Coding Agents for IDE and CLI"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/openhands-tutorial/README.md",
"intent_signals": [
"production-operations",
"agentic-coding"
],
"slug": "openhands-tutorial",
"title": "OpenHands Tutorial: Autonomous Software Engineering Workflows"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/sweep-tutorial/README.md",
"intent_signals": [
"agentic-coding"
],
"slug": "sweep-tutorial",
"title": "Sweep Tutorial: Issue-to-PR AI Coding Workflows on GitHub"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/tabby-tutorial/README.md",
"intent_signals": [
"production-operations",
"architecture-deep-dive",
"agentic-coding"
],
"slug": "tabby-tutorial",
"title": "Tabby Tutorial: Self-Hosted AI Coding Assistant Architecture and Operations"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/stagewise-tutorial/README.md",
"intent_signals": [
"agentic-coding"
],
"slug": "stagewise-tutorial",
"title": "Stagewise Tutorial: Frontend Coding Agent Workflows in Real Browser Context"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/daytona-tutorial/README.md",
"intent_signals": [
"agentic-coding"
],
"slug": "daytona-tutorial",
"title": "Daytona Tutorial: Secure Sandbox Infrastructure for AI-Generated Code"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/adk-python-tutorial/README.md",
"intent_signals": [
"production-operations",
"agentic-coding"
],
"slug": "adk-python-tutorial",
"title": "ADK Python Tutorial: Production-Grade Agent Engineering with Google's ADK"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/agenticseek-tutorial/README.md",
"intent_signals": [
"beginner-onboarding",
"production-operations",
"agentic-coding"
],
"slug": "agenticseek-tutorial",
"title": "AgenticSeek Tutorial: Local-First Autonomous Agent Operations"
}
]
},
{
"cluster": "mcp-ecosystem",
"id": "mcp-servers-and-sdks",
"queries": [
"best mcp servers",
"how to build mcp server",
"model context protocol sdk tutorial"
],
"title": "MCP Servers and SDKs",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-python-sdk-tutorial/README.md",
"intent_signals": [
"mcp-integration"
],
"slug": "mcp-python-sdk-tutorial",
"title": "MCP Python SDK Tutorial: Building AI Tool Servers"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/fastmcp-tutorial/README.md",
"intent_signals": [
"production-operations",
"architecture-deep-dive",
"mcp-integration"
],
"slug": "fastmcp-tutorial",
"title": "FastMCP Tutorial: Building and Operating MCP Servers with Pythonic Control"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-servers-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-servers-tutorial",
"title": "MCP Servers Tutorial: Reference Implementations and Patterns"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-typescript-sdk-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-typescript-sdk-tutorial",
"title": "MCP TypeScript SDK Tutorial: Building and Migrating MCP Clients and Servers in TypeScript"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-go-sdk-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-go-sdk-tutorial",
"title": "MCP Go SDK Tutorial: Building Robust MCP Clients and Servers in Go"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-rust-sdk-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-rust-sdk-tutorial",
"title": "MCP Rust SDK Tutorial: Building High-Performance MCP Services with RMCP"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-java-sdk-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-java-sdk-tutorial",
"title": "MCP Java SDK Tutorial: Building MCP Clients and Servers with Reactor, Servlet, and Spring"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-csharp-sdk-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-csharp-sdk-tutorial",
"title": "MCP C# SDK Tutorial: Production MCP in .NET with Hosting, ASP.NET Core, and Task Workflows"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-registry-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "mcp-registry-tutorial",
"title": "MCP Registry Tutorial: Publishing, Discovery, and Governance for MCP Servers"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-inspector-tutorial/README.md",
"intent_signals": [
"mcp-integration"
],
"slug": "mcp-inspector-tutorial",
"title": "MCP Inspector Tutorial: Debugging and Validating MCP Servers"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/awslabs-mcp-tutorial/README.md",
"intent_signals": [
"production-operations",
"mcp-integration"
],
"slug": "awslabs-mcp-tutorial",
"title": "awslabs/mcp Tutorial: Operating a Large-Scale MCP Server Ecosystem for AWS Workloads"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/bolt-diy-tutorial/README.md",
"intent_signals": [
"production-operations",
"architecture-deep-dive",
"mcp-integration"
],
"slug": "bolt-diy-tutorial",
"title": "bolt.diy Tutorial: Build and Operate an Open Source AI App Builder"
}
]
},
{
"cluster": "rag-and-retrieval",
"id": "rag-and-retrieval-systems",
"queries": [
"how to build rag pipeline",
"rag framework comparison",
"vector database tutorial for ai"
],
"title": "RAG and Retrieval Systems",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/llamaindex-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "llamaindex-tutorial",
"title": "LlamaIndex Tutorial: Building Advanced RAG Systems and Data Frameworks"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/haystack-tutorial/README.md",
"intent_signals": [
"production-operations",
"architecture-deep-dive",
"rag-implementation"
],
"slug": "haystack-tutorial",
"title": "Haystack: Deep Dive Tutorial"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/ragflow-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "ragflow-tutorial",
"title": "RAGFlow Tutorial: Complete Guide to Open-Source RAG Engine"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/chroma-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "chroma-tutorial",
"title": "ChromaDB Tutorial: Building AI-Native Vector Databases"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/lancedb-tutorial/README.md",
"intent_signals": [
"architecture-deep-dive",
"rag-implementation"
],
"slug": "lancedb-tutorial",
"title": "LanceDB Tutorial: Serverless Vector Database for AI"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/quivr-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "quivr-tutorial",
"title": "Quivr Tutorial: Open-Source RAG Framework for Document Ingestion"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/ollama-tutorial/README.md",
"intent_signals": [
"production-operations",
"rag-implementation"
],
"slug": "ollama-tutorial",
"title": "Ollama Tutorial: Running and Serving LLMs Locally"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/crawl4ai-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "crawl4ai-tutorial",
"title": "Crawl4AI Tutorial: LLM-Friendly Web Crawling for RAG Pipelines"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/tldraw-tutorial/README.md",
"intent_signals": [
"rag-implementation"
],
"slug": "tldraw-tutorial",
"title": "tldraw Tutorial: Infinite Canvas SDK with AI-Powered \"Make Real\" App Generation"
}
]
},
{
"cluster": "llm-infra-serving",
"id": "llm-infrastructure-serving",
"queries": [
"serve llm in production",
"vllm vs ollama vs litellm",
"self-hosted llm infrastructure"
],
"title": "LLM Infrastructure and Serving",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/vllm-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "vllm-tutorial",
"title": "vLLM Tutorial: High-Performance LLM Inference"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/litellm-tutorial/README.md",
"intent_signals": [
"production-operations"
],
"slug": "litellm-tutorial",
"title": "LiteLLM Tutorial: Unified LLM Gateway and Routing Layer"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/llama-cpp-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "llama-cpp-tutorial",
"title": "llama.cpp Tutorial: Local LLM Inference"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/localai-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "localai-tutorial",
"title": "LocalAI Tutorial: Self-Hosted OpenAI Alternative"
}
]
},
{
"cluster": "ai-app-frameworks",
"id": "ai-app-frameworks",
"queries": [
"build ai app with nextjs",
"open-source ai app framework",
"ai workflow builder tutorial"
],
"title": "AI App Frameworks and Product Stacks",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/vercel-ai-tutorial/README.md",
"intent_signals": [
"production-operations"
],
"slug": "vercel-ai-tutorial",
"title": "Vercel AI SDK Tutorial: Production TypeScript AI Apps and Agents"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/copilotkit-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "copilotkit-tutorial",
"title": "CopilotKit Tutorial: Building AI Copilots for React Applications"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/lobechat-tutorial/README.md",
"intent_signals": [
"architecture-deep-dive"
],
"slug": "lobechat-tutorial",
"title": "LobeChat AI Platform: Deep Dive Tutorial"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/flowise-tutorial/README.md",
"intent_signals": [
"architecture-deep-dive"
],
"slug": "flowise-tutorial",
"title": "Flowise LLM Orchestration: Deep Dive Tutorial"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/dify-tutorial/README.md",
"intent_signals": [
"architecture-deep-dive"
],
"slug": "dify-tutorial",
"title": "Dify Platform: Deep Dive Tutorial"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/open-webui-tutorial/README.md",
"intent_signals": [
"production-operations"
],
"slug": "open-webui-tutorial",
"title": "Open WebUI Tutorial: Self-Hosted AI Workspace and Chat Interface"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/chatbox-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "chatbox-tutorial",
"title": "Chatbox Tutorial: Building Modern AI Chat Interfaces"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/dyad-tutorial/README.md",
"intent_signals": [
"beginner-onboarding",
"production-operations"
],
"slug": "dyad-tutorial",
"title": "Dyad Tutorial: Local-First AI App Building"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/onlook-tutorial/README.md",
"intent_signals": [
"beginner-onboarding",
"production-operations",
"architecture-deep-dive"
],
"slug": "onlook-tutorial",
"title": "Onlook Tutorial: Visual-First AI Coding for Next.js and Tailwind"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/activepieces-tutorial/README.md",
"intent_signals": [
"production-operations"
],
"slug": "activepieces-tutorial",
"title": "Activepieces Tutorial: Open-Source Automation, Pieces, and AI-Ready Workflow Operations"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/fireproof-tutorial/README.md",
"intent_signals": [
"beginner-onboarding"
],
"slug": "fireproof-tutorial",
"title": "Fireproof Tutorial: Local-First Document Database for AI-Native Apps"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/comfyui-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "comfyui-tutorial",
"title": "ComfyUI Tutorial: Mastering AI Image Generation Workflows"
}
]
},
{
"cluster": "taskade-ecosystem",
"id": "taskade-ai-genesis-workflows",
"queries": [
"taskade ai tutorial",
"taskade genesis app builder",
"taskade docs",
"taskade api docs",
"taskade help center",
"taskade workspace dna",
"taskade mcp setup",
"taskade automation agents"
],
"title": "Taskade AI, Genesis, and MCP Workflows",
"tutorials": [
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/taskade-tutorial/README.md",
"intent_signals": [
"production-operations"
],
"slug": "taskade-tutorial",
"title": "Taskade Tutorial: AI-Native Workspace, Genesis, and Agentic Operations"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/taskade-docs-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "taskade-docs-tutorial",
"title": "Taskade Docs Tutorial: Operating the Living-DNA Documentation Stack"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/taskade-mcp-tutorial/README.md",
"intent_signals": [
"general-learning"
],
"slug": "taskade-mcp-tutorial",
"title": "Taskade MCP Tutorial: OpenAPI-Driven MCP Server for Taskade Workflows"
},
{
"file_url": "https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/taskade-awesome-vibe-coding-tutorial/README.md",
"intent_signals": [
"tool-selection"
],
"slug": "taskade-awesome-vibe-coding-tutorial",
"title": "Taskade Awesome Vibe Coding Tutorial: Curating the 2026 AI-Building Landscape"
}
]
}
],
"project": "awesome-code-docs"
}