Commit
·
6e8f6f8
1
Parent(s):
82d5e51
commit
Browse files- app.py +342 -0
- datasource.txt +1 -0
app.py
ADDED
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| 1 |
+
import os
|
| 2 |
+
import re
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| 3 |
+
import json
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| 4 |
+
from pathlib import Path
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| 5 |
+
from typing import Dict, List, Optional, Tuple, Any
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| 6 |
+
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| 7 |
+
import gradio as gr
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| 8 |
+
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| 9 |
+
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| 10 |
+
# ----------------------
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| 11 |
+
# Data loading utilities
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| 12 |
+
# ----------------------
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| 13 |
+
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| 14 |
+
HERE = Path(__file__).parent
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| 15 |
+
DATASOURCE_TXT = HERE / "datasource.txt"
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| 16 |
+
STATIC_DATA_DIR = HERE / "static_data"
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| 17 |
+
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| 18 |
+
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| 19 |
+
def _slugify(text: str) -> str:
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| 20 |
+
text = text.strip().lower()
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| 21 |
+
text = re.sub(r"[^a-z0-9\s_-]+", "", text)
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| 22 |
+
text = re.sub(r"[\s_-]+", "-", text).strip("-")
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| 23 |
+
return text or "uncategorized"
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| 24 |
+
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| 25 |
+
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| 26 |
+
def _titleize_slug(slug: str) -> str:
|
| 27 |
+
return re.sub(r"[-_]+", " ", slug).title()
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| 28 |
+
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| 29 |
+
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| 30 |
+
def _read_text(path: Path) -> Optional[str]:
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| 31 |
+
try:
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| 32 |
+
return path.read_text(encoding="utf-8")
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| 33 |
+
except Exception:
|
| 34 |
+
return None
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
def _try_parse_json(text: str) -> Optional[dict]:
|
| 38 |
+
try:
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| 39 |
+
return json.loads(text)
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| 40 |
+
except Exception:
|
| 41 |
+
return None
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
def _try_parse_yaml(text: str) -> Optional[dict]:
|
| 45 |
+
try:
|
| 46 |
+
import yaml # type: ignore
|
| 47 |
+
|
| 48 |
+
return yaml.safe_load(text)
|
| 49 |
+
except Exception:
|
| 50 |
+
return None
|
| 51 |
+
|
| 52 |
+
|
| 53 |
+
def _extract_field(obj: dict, keys: List[str]) -> Optional[str]:
|
| 54 |
+
for k in keys:
|
| 55 |
+
if k in obj and isinstance(obj[k], str) and obj[k].strip():
|
| 56 |
+
return obj[k].strip()
|
| 57 |
+
# common nested forms, like { system: { content: "..." } } or messages: [{role: system, content: "..."}]
|
| 58 |
+
if "system" in obj and isinstance(obj["system"], dict):
|
| 59 |
+
for k in ("content", "prompt", "text"):
|
| 60 |
+
v = obj["system"].get(k)
|
| 61 |
+
if isinstance(v, str) and v.strip():
|
| 62 |
+
return v.strip()
|
| 63 |
+
if "messages" in obj and isinstance(obj["messages"], list):
|
| 64 |
+
for m in obj["messages"]:
|
| 65 |
+
if isinstance(m, dict) and m.get("role") == "system":
|
| 66 |
+
content = m.get("content")
|
| 67 |
+
if isinstance(content, str) and content.strip():
|
| 68 |
+
return content.strip()
|
| 69 |
+
return None
|
| 70 |
+
|
| 71 |
+
|
| 72 |
+
def _extract_agent_from_obj(obj: dict, fallback_category: str, source_path: Path) -> Optional[dict]:
|
| 73 |
+
# Heuristics to recognize agent-like configs.
|
| 74 |
+
name = _extract_field(obj, ["name", "agent_name", "title", "id"])
|
| 75 |
+
description = _extract_field(obj, ["description", "desc", "about", "summary"])
|
| 76 |
+
system_prompt = _extract_field(
|
| 77 |
+
obj,
|
| 78 |
+
[
|
| 79 |
+
"system_prompt",
|
| 80 |
+
"prompt",
|
| 81 |
+
"instructions",
|
| 82 |
+
"system",
|
| 83 |
+
"system_instructions",
|
| 84 |
+
"system_text",
|
| 85 |
+
],
|
| 86 |
+
)
|
| 87 |
+
|
| 88 |
+
if not (name and system_prompt):
|
| 89 |
+
return None
|
| 90 |
+
|
| 91 |
+
category = (
|
| 92 |
+
_extract_field(obj, ["category", "group", "type"]) or fallback_category or "uncategorized"
|
| 93 |
+
)
|
| 94 |
+
category_slug = _slugify(category)
|
| 95 |
+
agent_id = _slugify(f"{category_slug}-{name}")
|
| 96 |
+
|
| 97 |
+
return {
|
| 98 |
+
"id": agent_id,
|
| 99 |
+
"name": name,
|
| 100 |
+
"description": description or "",
|
| 101 |
+
"system_prompt": system_prompt,
|
| 102 |
+
"category": category_slug,
|
| 103 |
+
"source": str(source_path.relative_to(HERE)),
|
| 104 |
+
}
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
def _scan_static_data(root: Path) -> List[dict]:
|
| 108 |
+
agents: List[dict] = []
|
| 109 |
+
patterns = ["**/*.json", "**/*.yaml", "**/*.yml"]
|
| 110 |
+
for pattern in patterns:
|
| 111 |
+
for fp in root.glob(pattern):
|
| 112 |
+
if not fp.is_file():
|
| 113 |
+
continue
|
| 114 |
+
text = _read_text(fp)
|
| 115 |
+
if not text:
|
| 116 |
+
continue
|
| 117 |
+
data = _try_parse_json(text)
|
| 118 |
+
if data is None:
|
| 119 |
+
data = _try_parse_yaml(text)
|
| 120 |
+
if not isinstance(data, dict):
|
| 121 |
+
continue
|
| 122 |
+
# derive category from parent folder name as a fallback
|
| 123 |
+
fallback_category = fp.parent.name
|
| 124 |
+
agent = _extract_agent_from_obj(data, fallback_category, fp)
|
| 125 |
+
if agent:
|
| 126 |
+
agents.append(agent)
|
| 127 |
+
return agents
|
| 128 |
+
|
| 129 |
+
|
| 130 |
+
def _maybe_snapshot_download_from_hf(url: str, target_dir: Path) -> Optional[Path]:
|
| 131 |
+
# Attempt to fetch dataset to local static_data using huggingface_hub.
|
| 132 |
+
try:
|
| 133 |
+
from huggingface_hub import snapshot_download
|
| 134 |
+
|
| 135 |
+
# Accept full URL like https://huggingface.co/datasets/owner/name
|
| 136 |
+
m = re.match(r"https?://huggingface.co/datasets/([^/]+/[^/]+)", url.strip())
|
| 137 |
+
if not m:
|
| 138 |
+
return None
|
| 139 |
+
repo_id = m.group(1)
|
| 140 |
+
target_dir.mkdir(parents=True, exist_ok=True)
|
| 141 |
+
local_path = snapshot_download(repo_id=repo_id, repo_type="dataset")
|
| 142 |
+
# Mirror files into target_dir for predictable path
|
| 143 |
+
src = Path(local_path)
|
| 144 |
+
for p in src.rglob("*"):
|
| 145 |
+
if p.is_file():
|
| 146 |
+
rel = p.relative_to(src)
|
| 147 |
+
dest = target_dir / rel
|
| 148 |
+
dest.parent.mkdir(parents=True, exist_ok=True)
|
| 149 |
+
try:
|
| 150 |
+
dest.write_bytes(p.read_bytes())
|
| 151 |
+
except Exception:
|
| 152 |
+
pass
|
| 153 |
+
return target_dir
|
| 154 |
+
except Exception:
|
| 155 |
+
# No network or hub not installed; just skip
|
| 156 |
+
return None
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
def load_agents() -> Tuple[Dict[str, Any], List[dict], List[str]]:
|
| 160 |
+
"""
|
| 161 |
+
Returns (catalog_by_category, agents, warnings)
|
| 162 |
+
catalog_by_category: {category_slug: {label: str, agents: [agent_id, ...]}}
|
| 163 |
+
agents: list of agent dicts
|
| 164 |
+
warnings: list of warning strings for UI
|
| 165 |
+
"""
|
| 166 |
+
warnings: List[str] = []
|
| 167 |
+
agents: List[dict] = []
|
| 168 |
+
|
| 169 |
+
# 1) Prefer local static_data if present
|
| 170 |
+
if STATIC_DATA_DIR.exists():
|
| 171 |
+
agents = _scan_static_data(STATIC_DATA_DIR)
|
| 172 |
+
else:
|
| 173 |
+
# 2) Try to download dataset indicated by datasource.txt
|
| 174 |
+
url = _read_text(DATASOURCE_TXT) or ""
|
| 175 |
+
if url.strip():
|
| 176 |
+
maybe_dir = _maybe_snapshot_download_from_hf(url.strip(), STATIC_DATA_DIR)
|
| 177 |
+
if maybe_dir and maybe_dir.exists():
|
| 178 |
+
agents = _scan_static_data(maybe_dir)
|
| 179 |
+
else:
|
| 180 |
+
warnings.append(
|
| 181 |
+
"Dataset fetch unavailable. Add a local 'static_data' folder with agent configs."
|
| 182 |
+
)
|
| 183 |
+
else:
|
| 184 |
+
warnings.append("No datasource URL found; using fallback sample data.")
|
| 185 |
+
|
| 186 |
+
# 3) Fallback sample if nothing found
|
| 187 |
+
if not agents:
|
| 188 |
+
agents = [
|
| 189 |
+
{
|
| 190 |
+
"id": "code-assist-starter",
|
| 191 |
+
"name": "Code Assist Starter",
|
| 192 |
+
"description": "A simple code generation assistant for boilerplate tasks.",
|
| 193 |
+
"system_prompt": (
|
| 194 |
+
"You are a helpful coding agent. Generate concise, correct code and explain key steps."
|
| 195 |
+
),
|
| 196 |
+
"category": "code-assist",
|
| 197 |
+
"source": "sample",
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"id": "docs-navigator",
|
| 201 |
+
"name": "Docs Navigator",
|
| 202 |
+
"description": "Answers questions using project docs and summarizes APIs.",
|
| 203 |
+
"system_prompt": (
|
| 204 |
+
"Act as a technical writer. Read provided docs and produce accurate, concise answers with citations when possible."
|
| 205 |
+
),
|
| 206 |
+
"category": "documentation",
|
| 207 |
+
"source": "sample",
|
| 208 |
+
},
|
| 209 |
+
]
|
| 210 |
+
warnings.append(
|
| 211 |
+
"Showing sample data. Add 'static_data' with JSON/YAML agent configs to replace."
|
| 212 |
+
)
|
| 213 |
+
|
| 214 |
+
# Build catalog
|
| 215 |
+
catalog: Dict[str, Dict[str, Any]] = {}
|
| 216 |
+
for a in agents:
|
| 217 |
+
cat = a.get("category") or "uncategorized"
|
| 218 |
+
cat_slug = _slugify(str(cat))
|
| 219 |
+
if cat_slug not in catalog:
|
| 220 |
+
catalog[cat_slug] = {"label": _titleize_slug(cat_slug), "agents": []}
|
| 221 |
+
catalog[cat_slug]["agents"].append(a["id"])
|
| 222 |
+
|
| 223 |
+
# Sort categories and agents by display name
|
| 224 |
+
catalog = dict(sorted(catalog.items(), key=lambda kv: kv[1]["label"]))
|
| 225 |
+
name_by_id = {a["id"]: a["name"] for a in agents}
|
| 226 |
+
for c in catalog.values():
|
| 227 |
+
c["agents"].sort(key=lambda aid: name_by_id.get(aid, aid).lower())
|
| 228 |
+
|
| 229 |
+
return catalog, agents, warnings
|
| 230 |
+
|
| 231 |
+
|
| 232 |
+
# ----------------------
|
| 233 |
+
# Gradio application
|
| 234 |
+
# ----------------------
|
| 235 |
+
|
| 236 |
+
|
| 237 |
+
def build_ui():
|
| 238 |
+
catalog, agents, warnings = load_agents()
|
| 239 |
+
agent_by_id = {a["id"]: a for a in agents}
|
| 240 |
+
|
| 241 |
+
# Initial selections
|
| 242 |
+
first_cat = next(iter(catalog.keys())) if catalog else None
|
| 243 |
+
first_agent = catalog[first_cat]["agents"][0] if first_cat and catalog[first_cat]["agents"] else None
|
| 244 |
+
|
| 245 |
+
def categories_choices():
|
| 246 |
+
return [(c["label"], slug) for slug, c in catalog.items()]
|
| 247 |
+
|
| 248 |
+
def agents_choices(cat_slug: Optional[str]):
|
| 249 |
+
if not cat_slug or cat_slug not in catalog:
|
| 250 |
+
return []
|
| 251 |
+
return [
|
| 252 |
+
(agent_by_id[aid]["name"], aid)
|
| 253 |
+
for aid in catalog[cat_slug]["agents"]
|
| 254 |
+
if aid in agent_by_id
|
| 255 |
+
]
|
| 256 |
+
|
| 257 |
+
def on_category_change(cat_slug: str):
|
| 258 |
+
choices = agents_choices(cat_slug)
|
| 259 |
+
value = choices[0][1] if choices else None
|
| 260 |
+
return gr.update(choices=choices, value=value), *on_agent_change(value)
|
| 261 |
+
|
| 262 |
+
def on_agent_change(agent_id: Optional[str]):
|
| 263 |
+
if not agent_id or agent_id not in agent_by_id:
|
| 264 |
+
return (
|
| 265 |
+
"Select an agent",
|
| 266 |
+
gr.update(value="", visible=True),
|
| 267 |
+
gr.update(value="", visible=True),
|
| 268 |
+
gr.update(value="", visible=False),
|
| 269 |
+
)
|
| 270 |
+
a = agent_by_id[agent_id]
|
| 271 |
+
header = f"# {a['name']}"
|
| 272 |
+
desc = a.get("description", "")
|
| 273 |
+
prompt = a.get("system_prompt", "")
|
| 274 |
+
src = a.get("source", "")
|
| 275 |
+
footer = f"Source: {src}" if src else ""
|
| 276 |
+
return (
|
| 277 |
+
header,
|
| 278 |
+
gr.update(value=desc, visible=True),
|
| 279 |
+
gr.update(value=prompt, visible=True),
|
| 280 |
+
gr.update(value=footer, visible=bool(footer)),
|
| 281 |
+
)
|
| 282 |
+
|
| 283 |
+
with gr.Blocks(title="Code Gen Agents Network") as demo:
|
| 284 |
+
with gr.Row():
|
| 285 |
+
with gr.Column(scale=1, min_width=280):
|
| 286 |
+
with gr.Sidebar():
|
| 287 |
+
gr.Markdown("## Categories")
|
| 288 |
+
dd_category = gr.Dropdown(
|
| 289 |
+
label="Category",
|
| 290 |
+
choices=categories_choices(),
|
| 291 |
+
value=first_cat,
|
| 292 |
+
)
|
| 293 |
+
dd_agent = gr.Dropdown(
|
| 294 |
+
label="Agent",
|
| 295 |
+
choices=agents_choices(first_cat),
|
| 296 |
+
value=first_agent,
|
| 297 |
+
)
|
| 298 |
+
if warnings:
|
| 299 |
+
with gr.Accordion("Notes", open=False):
|
| 300 |
+
gr.Markdown("\n".join(f"- {w}" for w in warnings))
|
| 301 |
+
|
| 302 |
+
with gr.Column(scale=3):
|
| 303 |
+
md_header = gr.Markdown(visible=True)
|
| 304 |
+
tb_desc = gr.Textbox(
|
| 305 |
+
label="Description",
|
| 306 |
+
lines=4,
|
| 307 |
+
show_copy_button=True,
|
| 308 |
+
)
|
| 309 |
+
tb_prompt = gr.Textbox(
|
| 310 |
+
label="System Prompt",
|
| 311 |
+
lines=12,
|
| 312 |
+
show_copy_button=True,
|
| 313 |
+
)
|
| 314 |
+
md_footer = gr.Markdown(visible=False)
|
| 315 |
+
|
| 316 |
+
# Wire events
|
| 317 |
+
dd_category.change(
|
| 318 |
+
on_category_change,
|
| 319 |
+
inputs=[dd_category],
|
| 320 |
+
outputs=[dd_agent, md_header, tb_desc, tb_prompt, md_footer],
|
| 321 |
+
)
|
| 322 |
+
dd_agent.change(
|
| 323 |
+
on_agent_change,
|
| 324 |
+
inputs=[dd_agent],
|
| 325 |
+
outputs=[md_header, tb_desc, tb_prompt, md_footer],
|
| 326 |
+
)
|
| 327 |
+
|
| 328 |
+
# Initialize content
|
| 329 |
+
header, desc_upd, prompt_upd, footer_upd = on_agent_change(first_agent)
|
| 330 |
+
md_header.value = header
|
| 331 |
+
tb_desc.value = desc_upd.value if isinstance(desc_upd, gr.Update) else ""
|
| 332 |
+
tb_prompt.value = prompt_upd.value if isinstance(prompt_upd, gr.Update) else ""
|
| 333 |
+
md_footer.value = footer_upd.value if isinstance(footer_upd, gr.Update) else ""
|
| 334 |
+
md_footer.visible = bool(footer_upd.value) if isinstance(footer_upd, gr.Update) else False
|
| 335 |
+
|
| 336 |
+
return demo
|
| 337 |
+
|
| 338 |
+
|
| 339 |
+
if __name__ == "__main__":
|
| 340 |
+
demo = build_ui()
|
| 341 |
+
demo.launch()
|
| 342 |
+
|
datasource.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
https://huggingface.co/datasets/danielrosehill/Code-Gen-Agents-0925
|