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Fix temperature typo and enhance LinkedIn extraction with Colab support

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- Fixed widespread typo: `temprature` → `temperature` across LLMConfig and related files
- Enhanced CSS/XPath selector guidance for more reliable LinkedIn data extraction
- Added Google Colab display server support for running Crawl4AI in notebook environments
- Improved browser debugging with verbose startup args logging
- Updated LinkedIn schemas and HTML snippets for better parsing accuracy

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
UncleCode
2025-05-25 16:47:12 +08:00
parent 9c2cc7f73c
commit 1fc45ffac8
15 changed files with 355 additions and 136 deletions
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11
docs/apps/linkdin/c4ai_discover.py
View File

@@ -107,7 +107,14 @@ _COMPANY_SCHEMA_QUERY = dedent(
IMPORTANT: Do not use the base64 kind of classes to target element. It's not reliable.
The main div parent contains these li element is "div.search-results-container" you can use this.
The <ul> parent has "role" equal to "list". Using these two should be enough to target the <li> elements."
The <ul> parent has "role" equal to "list". Using these two should be enough to target the <li> elements.
IMPORTANT: Remember there might be multiple <a> tags that start with https://www.linkedin.com/company/[NAME],
so in case you refer to them for different fields, make sure to be more specific. One has the image, and one
has the person's name.
IMPORTANT: Be very smart in selecting the correct and unique way to address the element. You should ensure
your selector points to a single element and is unique to the place that contains the information.
"""
)
@@ -421,7 +428,7 @@ def main():
cli_opts = parser.parse_args()
# decide on debug defaults
if cli_opts.debug or True:
if cli_opts.debug:
opts = detect_debug_defaults(force=True)
cli_opts = opts
else:

58
docs/apps/linkdin/c4ai_insights.py
View File

@@ -29,9 +29,10 @@ from typing import List, Dict, Any
from rich.console import Console
from rich.logging import RichHandler
from rich.progress import Progress, SpinnerColumn, BarColumn, TextColumn, TimeElapsedColumn
import logging
# ───────────────────────────────────────────────────────────────────────────────
BASE_DIR = pathlib.Path(__file__).resolve().parent
# ───────────────────────────────────────────────────────────────────────────────
@@ -45,6 +46,8 @@ import hashlib
from litellm import completion #Support any LLM Provider
# ───────────────────────────────────────────────────────────────────────────────
# Utils
# ───────────────────────────────────────────────────────────────────────────────
@@ -66,14 +69,16 @@ BASE_DIR = pathlib.Path(__file__).resolve().parent
# ───────────────────────────────────────────────────────────────────────────────
def dev_defaults() -> SimpleNamespace:
return SimpleNamespace(
in_dir="./debug_out",
out_dir="./insights_debug",
in_dir="./samples",
out_dir="./samples/insights",
embed_model="all-MiniLM-L6-v2",
top_k=10,
llm_provider="openai/gpt-4.1",
llm_api_key=None,
max_llm_tokens=8000,
llm_temperature=1.0,
stub=False, # Set to True to use a stub for org-chart inference
llm_base_url=None, # e.g., "https://api.openai.com/v1" for OpenAI
workers=4
)
@@ -82,8 +87,9 @@ def dev_defaults() -> SimpleNamespace:
# ───────────────────────────────────────────────────────────────────────────────
def embed_descriptions(companies, model_name:str, opts) -> np.ndarray:
from sentence_transformers import SentenceTransformer
logging.debug(f"Using embedding model: {model_name}")
console = Console()
console.print(f"Using embedding model: [bold cyan]{model_name}[/]")
cache_path = BASE_DIR / Path(opts.out_dir) / "embeds_cache.json"
cache = {}
if cache_path.exists():
@@ -122,7 +128,6 @@ def build_company_graph(companies, embeds:np.ndarray, top_k:int) -> Dict[str,Any
from sklearn.metrics.pairwise import cosine_similarity
sims = cosine_similarity(embeds)
nodes, edges = [], []
idx_of = {c["handle"]: i for i,c in enumerate(companies)}
for i,c in enumerate(companies):
node = dict(
id=c["handle"].strip("/"),
@@ -252,18 +257,18 @@ def render_html(out:Path, template_dir:Path):
# ───────────────────────────────────────────────────────────────────────────────
async def run(opts):
# ── silence SDK noise ──────────────────────────────────────────────────────
for noisy in ("openai", "httpx", "httpcore"):
lg = logging.getLogger(noisy)
lg.setLevel(logging.WARNING) # or ERROR if you want total silence
lg.propagate = False # optional: stop them reaching root
# for noisy in ("openai", "httpx", "httpcore"):
# lg = logging.getLogger(noisy)
# lg.setLevel(logging.WARNING) # or ERROR if you want total silence
# lg.propagate = False # optional: stop them reaching root
# ────────────── logging bootstrap ──────────────
console = Console()
logging.basicConfig(
level="INFO",
format="%(message)s",
handlers=[RichHandler(console=console, markup=True, rich_tracebacks=True)],
)
# logging.basicConfig(
# level="INFO",
# format="%(message)s",
# handlers=[RichHandler(console=console, markup=True, rich_tracebacks=True)],
# )
in_dir = BASE_DIR / Path(opts.in_dir)
out_dir = BASE_DIR / Path(opts.out_dir)
@@ -272,12 +277,12 @@ async def run(opts):
companies = load_jsonl(in_dir/"companies.jsonl")
people = load_jsonl(in_dir/"people.jsonl")
logging.info(f"[bold cyan]Loaded[/] {len(companies)} companies, {len(people)} people")
console.print(f"[bold cyan]Loaded[/] {len(companies)} companies, {len(people)} people")
logging.info("[bold]⇢[/] Embedding company descriptions…")
console.print("[bold]⇢[/] Embedding company descriptions…")
embeds = embed_descriptions(companies, opts.embed_model, opts)
logging.info("[bold]⇢[/] Building similarity graph")
console.print("[bold]⇢[/] Building similarity graph")
company_graph = build_company_graph(companies, embeds, opts.top_k)
dump_json(company_graph, out_dir/"company_graph.json")
@@ -286,19 +291,19 @@ async def run(opts):
for comp in companies:
handle = comp["handle"].strip("/").replace("/","_")
out_file = out_dir/f"org_chart_{handle}.json"
if out_file.exists() and False:
logging.info(f"[green]✓[/] Skipping existing {comp['name']}")
if out_file.exists():
console.print(f"[green]✓[/] Skipping existing {comp['name']}")
continue
to_process.append(comp)
if not to_process:
logging.info("[yellow]All companies already processed[/]")
console.print("[yellow]All companies already processed[/]")
else:
workers = getattr(opts, 'workers', 1)
parallel = workers > 1
logging.info(f"[bold]⇢[/] Inferring org-charts via LLM {f'(parallel={workers} workers)' if parallel else ''}")
console.print(f"[bold]⇢[/] Inferring org-charts via LLM {f'(parallel={workers} workers)' if parallel else ''}")
with Progress(
SpinnerColumn(),
@@ -341,12 +346,11 @@ async def run(opts):
# Run with concurrency control
await asyncio.gather(*(bounded_process(task) for task in tasks))
logging.info("[bold]⇢[/] Flattening decision-makers CSV")
console.print("[bold]⇢[/] Flattening decision-makers CSV")
export_decision_makers(out_dir, out_dir/"decision_makers.csv")
render_html(out_dir, template_dir=BASE_DIR/"templates")
logging.success = lambda msg, **k: console.print(f"[bold green]✓[/] {msg}", **k)
logging.success(f"Stage-2 artefacts written to {out_dir}")
console.print(f"[bold green]✓[/] Stage-2 artefacts written to {out_dir}")
# ───────────────────────────────────────────────────────────────────────────────
# CLI
@@ -369,8 +373,8 @@ def build_arg_parser():
def main():
dbg = dev_defaults()
# opts = dbg if True else build_arg_parser().parse_args()
opts = build_arg_parser().parse_args()
opts = dbg if True else build_arg_parser().parse_args()
# opts = build_arg_parser().parse_args()
asyncio.run(run(opts))
if __name__ == "__main__":

9
docs/apps/linkdin/samples/companies.jsonl Normal file
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@@ -0,0 +1,9 @@
{"handle": "https://www.linkedin.com/company/healthpartnersng/", "name": "Health Partners HMO", "descriptor": "Hospitals and Health Care • Ikoyi, LAGOS", "about": "Healthpartners Ltd is a leading HMO in Nigeria providing affordablehealthinsuranceandhealthmanagementservices for companies and individuals in Nigeria. We have several individual and group plans that meets yourhealthmanagementneeds. Call us now at 0807-460-9165, 0807-714-0759 or email...", "followers": null, "people_url": "https://www.linkedin.com/company/healthpartnersng/people/", "captured_at": "2025-04-29T10:46:08Z"}
{"handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "name": "Health & Insurance Management Services Organization", "descriptor": "Non-profit Organizations • Mbeya", "about": "Health&InsuranceManagementServices Organization (HIMSO) was established and registered in 2012 as a Non- Government Organization (NGO) with the aim...", "followers": 35, "people_url": "https://www.linkedin.com/company/health-insurance-management-services-organization/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "name": "National Health Insurance Management Authority", "descriptor": "Insurance • Lusaka, Lusaka", "about": "The NationalHealthInsuranceManagementAuthority (NHIMA) is established pursuant to section 4 of the NationalHealthInsurance(NHI) Act No. 2 of 2018. The compulsory NationalHealthInsurancescheme seeks to provide for a sound and reliable healthcare financing for Zambian households and the entirehealthsector...", "followers": null, "people_url": "https://www.linkedin.com/company/national-health-insurance-management-authority/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/health-alliance-plan/", "name": "Health Alliance Plan", "descriptor": "Hospitals and Health Care • Detroit, MI", "about": "...organizations to enhance the lives of those we touch. We offer six distincthealthinsurancelines: • Group Insured Commercial • Individual • Medicare • Medicaid • Self-Funded • Network Leasing HAP also provides: • Award-winning wellness programs • Community outreach • Digitalhealthtools • Diseasemanagement...", "followers": null, "people_url": "https://www.linkedin.com/company/health-alliance-plan/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/insurance-recruiting-solutions/", "name": "Insurance Recruiting Solutions", "descriptor": "Insurance • Waukee, Iowa", "about": "InsuranceRecruiting Solutions provides staffing and recruiting services exclusively to theinsuranceindustry. We are committed to providing highly personalized recruiting services, tailored to each candidate and employer. With years ofinsuranceindustry experience, we speak your language. As a leading national...", "followers": null, "people_url": "https://www.linkedin.com/company/insurance-recruiting-solutions/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/healthplanofsanmateo/", "name": "Health Plan of San Mateo (HPSM)", "descriptor": "Hospitals and Health Care • South San Francisco, California", "about": "TheHealthPlan of San Mateo (HPSM) is a local non-profithealthcare plan that offershealthcoverage and a provider network to San Mateo County's under-insured population. We currently serve more than 145,000 County residents.", "followers": null, "people_url": "https://www.linkedin.com/company/healthplanofsanmateo/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/insurance-management-group_2/", "name": "Insurance Management Group", "descriptor": "Insurance • Marion, Indiana", "about": "InsuranceManagementGroup is an all-riskinsuranceagency with over 140 years of experience, specializing in Home, Auto, BusinessInsurance, Individual Life &Health, and Employee Benefits. We represent highly rated and financially soundinsurancecarriers, to ensure that our clients are getting the best coverage...", "followers": null, "people_url": "https://www.linkedin.com/company/insurance-management-group_2/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/carecard-health-insurance-management-co/", "name": "CareCard Health Insurance Management Co", "descriptor": "Insurance • Damascus", "about": "CareCard offers Business Process Outsourcing (BPO) services toInsurance, Self Funded and Retireehealthplan market. CareCard provides operational outsourcing...", "followers": 187, "people_url": "https://www.linkedin.com/company/carecard-health-insurance-management-co/people/", "captured_at": "2025-04-29T13:15:04Z"}
{"handle": "https://www.linkedin.com/company/healthcluster/", "name": "Health Cluster", "descriptor": "Technology, Information and Internet • Dubai", "about": "..., knowledge and interaction. The company has solutions and products inHealthTech, eHealth, DigitalHealth, Revenue CycleManagement– RCM Solutions, AI & ML, Internet...", "followers": null, "people_url": "https://www.linkedin.com/company/healthcluster/people/", "captured_at": "2025-04-29T13:15:04Z"}

108
docs/apps/linkdin/samples/people.jsonl Normal file
View File

@@ -0,0 +1,108 @@
{"profile_url": null, "name": "Yahya Ipuge", "headline": "Senior Health Specialist, Independent Consultant, Certified Board Director, Board Chair in NGO and Private Entities", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/C4E03AQFuqPObSyLPMQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1517757008397?e=1751500800&v=beta&t=zaHc2CY7AJ-eX1MCSvazp8ny37iBAu3YsyaZjwq6gB0", "company_handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "captured_at": "2025-04-29T13:15:33Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Field officer at Health and Insurance Management Services Organization", "followers": null, "connection_degree": null, "avatar_url": "https://media.licdn.com/dms/image/v2/C5103AQEVmdDwTIhsjQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1540989154156?e=1751500800&v=beta&t=7N0baJNfZ26dbrNNbv2055sbGlacQUwQu07wUTN0whs", "company_handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "captured_at": "2025-04-29T13:15:33Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Medical Practitioner @ Health & Insurance | Master's Degree in Infection Control", "followers": null, "connection_degree": null, "avatar_url": "https://media.licdn.com/dms/image/v2/D4D03AQHjMXy7dSmmLg/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1725975429410?e=1751500800&v=beta&t=lDIL2KhDw471XYvtCrRfkHAnG3Q-npDJnwDdK0sYvpA", "company_handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "captured_at": "2025-04-29T13:15:34Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "--", "followers": null, "connection_degree": null, "avatar_url": "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7", "company_handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "captured_at": "2025-04-29T13:15:38Z"}
{"profile_url": null, "name": "Fadhy Mtanga", "headline": "Executive Director at Health & Insurance Management Services Organization (HIMSO) Author | Creative Writer | Social Scientist", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D4E03AQEloEreyg3qVQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1704391866585?e=1751500800&v=beta&t=86am-v3cjBPBldLTwgt8-AY-YbxFY6QZQzObwLTtMEA", "company_handle": "https://www.linkedin.com/company/health-insurance-management-services-organization/", "captured_at": "2025-04-29T13:15:38Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Business Administrator at Consultancy Business investments", "followers": null, "connection_degree": null, "avatar_url": "https://media.licdn.com/dms/image/v2/D4D03AQEuKXJmknr2YA/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1714545221728?e=1751500800&v=beta&t=zJG-rDZgYJJ0eROibf-Wag-v_JecCghwU3ul4TaH2Eg", "company_handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "captured_at": "2025-04-29T13:15:48Z"}
{"profile_url": null, "name": "Tamani Phiri", "headline": "Corporate Business Strategy | Thought Leadership | Corporate Governance", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D4D03AQF4mFx8jY2n-w/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1730302954035?e=1751500800&v=beta&t=i4QIrHA6A9eLtKolwTRNhuoiaTad28sf5KHxAFuXG-w", "company_handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "captured_at": "2025-04-29T13:15:48Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Member Service Assistant @ National Health Insurance Management Authority (NHIMA) | Clinical Officer | Health Insurance & Public Health | Claims Processing & Customer Support | Data & Policy Analyst", "followers": null, "connection_degree": null, "avatar_url": "https://media.licdn.com/dms/image/v2/D4D03AQGob13KyxrB0g/profile-displayphoto-shrink_100_100/B4DZYCgreeHIAU-/0/1743798848889?e=1751500800&v=beta&t=uXxTsMLi5s7hr8FBEzVTDw7V3eJ85kpTaIC7i_5fM-Y", "company_handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "captured_at": "2025-04-29T13:15:48Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Economist/ Development Analyst/ Planner/ Customer Care", "followers": null, "connection_degree": null, "avatar_url": "https://media.licdn.com/dms/image/v2/D4E03AQFEc3EgfdpZeg/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1727782989867?e=1751500800&v=beta&t=dWjKzSu5FDRgmxAVret9jQPhWF2VjcrnmEpR2LDMC1Q", "company_handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "captured_at": "2025-04-29T13:15:48Z"}
{"profile_url": null, "name": "Samantha Ngandwe", "headline": "Quality Assurance and Accreditation Officer at National Health Insurance Management Authority", "followers": 382, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D4D03AQHyOjyoz7d95g/profile-displayphoto-shrink_100_100/B4DZYvvhP5GwAY-/0/1744557712084?e=1751500800&v=beta&t=DLYRpz20zmwUWx1UY1Dn-ykvgWBnwn8XHWLaDMf199M", "company_handle": "https://www.linkedin.com/company/national-health-insurance-management-authority/", "captured_at": "2025-04-29T13:15:48Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Dental Surgery Assistant at Health Promotion Board", "followers": null, "connection_degree": null, "avatar_url": "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7", "company_handle": "https://www.linkedin.com/company/health-alliance-plan/", "captured_at": "2025-04-29T13:16:11Z"}
{"profile_url": null, "name": "Liz England Tucker", "headline": "Medical Performance Optimization", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D5603AQFY6yx360QunQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1713831102587?e=1751500800&v=beta&t=u-C8Ozpl_ITkTpdgt5QD-C5_Qt7MA0DagLRmiuGKngQ", "company_handle": "https://www.linkedin.com/company/health-alliance-plan/", "captured_at": "2025-04-29T13:16:11Z"}
{"profile_url": null, "name": "Merrill Hausenfluck", "headline": "Chief Financial Officer", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D4E03AQGKxDKRJM_BCg/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1696292650180?e=1751500800&v=beta&t=NbUVC-QP-XL3frBpQcn3GtGrZ04Fl0xdko4V-mHxPag", "company_handle": "https://www.linkedin.com/company/health-alliance-plan/", "captured_at": "2025-04-29T13:16:11Z"}
{"profile_url": null, "name": "Mike Treash", "headline": "Senior Vice President and Chief Operating Officer at Health Alliance Plan", "followers": 2000, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D5603AQH_c6tIq929gw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1720478900599?e=1751500800&v=beta&t=l9RLnLDKBBJjJQTsFMJMa_1MpWCKcV4AUa3dcjGnSXQ", "company_handle": "https://www.linkedin.com/company/health-alliance-plan/", "captured_at": "2025-04-29T13:16:11Z"}
{"profile_url": null, "name": "LinkedIn Member", "headline": "Manager at Health Alliance Plan", "followers": null, "connection_degree": null, "avatar_url": "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7", "company_handle": "https://www.linkedin.com/company/health-alliance-plan/", "captured_at": "2025-04-29T13:16:11Z"}
{"profile_url": null, "name": "Scot Dickerson", "headline": "Insurance Industry Specialist, Insurance Recruiter, Talent Acquisition, Talent Sourcing, Hiring Consultant, Career Consultant, Staffing, Executive Recruiter at Insurance Recruiting Solutions #insurancejobs #insurance", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D5603AQGLFvtPPU3HEw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1724950672124?e=1751500800&v=beta&t=uT4SFSMF32O1d50Z0dbnd6zRRKdABHxSGlOZdxWdXBM", "company_handle": "https://www.linkedin.com/company/insurance-recruiting-solutions/", "captured_at": "2025-04-29T13:16:24Z"}
{"profile_url": null, "name": "Steele Dickerson", "headline": "Insurance Recruiting Solutions", "followers": null, "connection_degree": "· 3rd", "avatar_url": "https://media.licdn.com/dms/image/v2/D5603AQEyICWaE_PvXA/profile-displayphoto-shrink_100_100/B56ZQuDHyZH0Ac-/0/1735939358232?e=1751500800&v=beta&t=9FdnWHrjnPQ7LQ5FdwC7sY8sS6hm-R4zfWO5Vmwm46w", "company_handle": "https://www.linkedin.com/company/insurance-recruiting-solutions/", "captured_at": "2025-04-29T13:16:24Z"}
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30
docs/apps/linkdin/schemas/company_card.json
View File

@@ -1,39 +1,51 @@
{
"name": "LinkedIn Company Card",
"baseSelector": "div.search-results-container ul[role='list'] > li",
"name": "LinkedIn Company Search Result Card",
"baseSelector": "div[data-chameleon-result-urn][data-view-name=\"search-entity-result-universal-template\"]",
"baseFields": [
{
"name": "chameleon_result_urn",
"type": "attribute",
"attribute": "data-chameleon-result-urn"
},
{
"name": "view_name",
"type": "attribute",
"attribute": "data-view-name"
}
],
"fields": [
{
"name": "handle",
"selector": "a[href*='/company/']",
"selector": "div.mb1 div.display-flex span a[data-test-app-aware-link]",
"type": "attribute",
"attribute": "href"
},
{
"name": "profile_image",
"selector": "a[href*='/company/'] img",
"selector": "div.ivm-image-view-model img",
"type": "attribute",
"attribute": "src"
},
{
"name": "name",
"selector": "span[class*='t-16'] a",
"selector": "div.mb1 div.display-flex span a[data-test-app-aware-link]",
"type": "text"
},
{
"name": "descriptor",
"selector": "div[class*='t-black t-normal']",
"selector": "div.mb1 > div[class*=\"t-14 t-black\"]",
"type": "text"
},
{
"name": "about",
"selector": "p[class*='entity-result__summary--2-lines']",
"selector": "p.entity-result__summary--2-lines",
"type": "text"
},
{
"name": "followers",
"selector": "div:contains('followers')",
"selector": "div.mb1 > div:nth-of-type(3)",
"type": "regex",
"pattern": "(\\d+)\\s*followers"
"pattern": "(\\d+[KM]?) followers"
}
]
}

31
docs/apps/linkdin/schemas/people_card.json
View File

@@ -1,38 +1,41 @@
{
"name": "LinkedIn People Card",
"name": "LinkedIn People Profile Card",
"baseSelector": "li.org-people-profile-card__profile-card-spacing",
"baseFields": [],
"fields": [
{
"name": "profile_url",
"selector": "a.eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo",
"selector": "div.artdeco-entity-lockup__title a[data-test-app-aware-link]",
"type": "attribute",
"attribute": "href"
},
{
"name": "avatar_url",
"selector": "div.artdeco-entity-lockup__image img",
"type": "attribute",
"attribute": "src"
},
{
"name": "name",
"selector": ".artdeco-entity-lockup__title .lt-line-clamp--single-line",
"selector": "div.artdeco-entity-lockup__title a div.lt-line-clamp--single-line",
"type": "text"
},
{
"name": "headline",
"selector": ".artdeco-entity-lockup__subtitle .lt-line-clamp--multi-line",
"selector": "div.artdeco-entity-lockup__subtitle div.lt-line-clamp--multi-line",
"type": "text"
},
{
"name": "followers",
"selector": ".lt-line-clamp--multi-line.t-12",
"type": "text"
"selector": "span.text-align-center span.lt-line-clamp--multi-line",
"type": "regex",
"pattern": "(\\d+)"
},
{
"name": "connection_degree",
"selector": ".artdeco-entity-lockup__badge .artdeco-entity-lockup__degree",
"type": "text"
},
{
"name": "avatar_url",
"selector": ".artdeco-entity-lockup__image img",
"type": "attribute",
"attribute": "src"
"selector": "span.artdeco-entity-lockup__degree",
"type": "regex",
"pattern": "(\\d+\\w+)"
}
]
}

75
docs/apps/linkdin/snippets/company.html
View File

@@ -1,36 +1,34 @@
<li class="yCLWzruNprmIzaZzFFonVFBtMrbaVYnuDFA">
<li class="kZRArQqqhjjrHYceWaFbyEGWHRZbtqjTMawKA">
<!----><!---->
<div class="IxlEPbRZwQYrRltKPvHAyjBmCdIWTAoYo" data-chameleon-result-urn="urn:li:company:362492"
<div class="xAuWirHJDUTuhkfOpmJApZWziplUyPIc" data-chameleon-result-urn="urn:li:company:2095237"
data-view-name="search-entity-result-universal-template">
<div class="linked-area flex-1
cursor-pointer">
cursor-pointer">
<div class="BAEgVqVuxosMJZodcelsgPoyRcrkiqgVCGHXNQ">
<div class="afcvrbGzNuyRlhPPQWrWirJtUdHAAtUlqxwvVA">
<div class="qMGLeKnJyQnibGOueKodvnfLgWpsuA">
<div class="cBPGFfFovHsbNhBFmECDIsPgMWmtMozOUfIAbs">
<div class="display-flex align-items-center">
<!---->
<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo scale-down " aria-hidden="true"
tabindex="-1" href="https://www.linkedin.com/company/managment-research-services-inc./"
data-test-app-aware-link="">
<a class="sDWEFrcVubKuUVGggeBOYqLlgYgPbojOc scale-down " aria-hidden="true" tabindex="-1"
href="https://www.linkedin.com/company/health-insurance/" data-test-app-aware-link="">
<div class="ivm-image-view-model ">
<div class="ivm-view-attr__img-wrapper
">
">
<!---->
<!----> <img width="48"
src="https://media.licdn.com/dms/image/v2/C560BAQFWpusEOgW-ww/company-logo_100_100/company-logo_100_100/0/1630583697877/managment_research_services_inc_logo?e=1750896000&amp;v=beta&amp;t=Ch9vyEZdfng-1D1m_XqP5kjNpVXUBKkk9cNhMZUhx0E"
loading="lazy" height="48" alt="Management Research Services, Inc. (MRS, Inc)"
id="ember28"
src="https://media.licdn.com/dms/image/v2/C560BAQEXIoLSJbShlw/company-logo_100_100/company-logo_100_100/0/1662748332921/health_insurance_logo?e=1753920000&amp;v=beta&amp;t=p2ZNMYNsC9KSlp-sIqMYuc88avBTjKF4CqDobq1Xr2M"
loading="lazy" height="48" alt="Health Insurance" id="ember28"
class="ivm-view-attr__img--centered EntityPhoto-square-3 evi-image lazy-image ember-view">
</div>
@@ -42,7 +40,7 @@
</div>
</div>
<div
class="wympnVuDByXHvafWrMGJLZuchDmCRqLmWPwg MmzCPRicJimZvjJhvqTzDcDbdHhWPzspERzA pt3 pb3 t-12 t-black--light">
class="BNxZPngZfeRnDrIUbICgBZvQjRvMAUnwCHuDrmRg yNRlrJOHDflDBnYPLbVmiAkUsCUZKUznmAc pt3 pb3 t-12 t-black--light">
<div class="mb1">
<div class="t-roman t-sans">
@@ -50,13 +48,14 @@
<div class="display-flex">
<span class="TikBXjihYvcNUoIzkslUaEjfIuLmYxfs OoHEyXgsiIqGADjcOtTmfdpoYVXrLKTvkwI ">
<span class="CgaWLOzmXNuKbRIRARSErqCJcBPYudEKo
t-16">
<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo "
href="https://www.linkedin.com/company/managment-research-services-inc./"
<span
class="kmApjJVnFerynwITxTBSCqzqgoHwVfkiA HHGiVqODTCkszDUDWwPGPJGUPfAeRpygAKwwLePrQ ">
<span class="OjTMoZLoiuspGuWWptwqxZRcMcHZBoSDxfig
t-16">
<a class="sDWEFrcVubKuUVGggeBOYqLlgYgPbojOc "
href="https://www.linkedin.com/company/health-insurance/"
data-test-app-aware-link="">
<!---->Management Research Services, Inc. (MRS, Inc)<!---->
<!---->Health Insurance<!---->
<!----> </a>
<!----> </span>
</span>
@@ -69,14 +68,14 @@
<div class="LjmdKCEqKITHihFOiQsBAQylkdnsWhqZii
t-14 t-black t-normal">
<!---->Insurance • Milwaukee, Wisconsin<!---->
<div class="kFTZPhxHBbvnnRxiRPmTxafKGLUNSiaeInag
t-14 t-black t-normal">
<!---->Insurance • Cardiff, CA<!---->
</div>
<div class="cTPhJiHyNLmxdQYFlsEOutjznmqrVHUByZwZ
t-14 t-normal">
<!---->1K followers<!---->
<div class="FlWUwyrEUZpkVCgzGTDwUHTLntfZNseavlY
t-14 t-normal">
<!---->3K followers<!---->
</div>
@@ -86,23 +85,19 @@
</div>
<!---->
<p class="yWzlqwKNlvCWVNoKqmzoDDEnBMUuyynaLg
entity-result__summary--2-lines
t-12 t-black--light
">
<!---->MRS combines 30 years of experience supporting the Life,<span class="white-space-pre">
</span><strong><!---->Health<!----></strong><span class="white-space-pre"> </span>and
Annuities<span class="white-space-pre"> </span><strong><!---->Insurance<!----></strong><span
class="white-space-pre"> </span>Industry with customized<span class="white-space-pre">
</span><strong><!---->insurance<!----></strong><span class="white-space-pre">
</span>underwriting solutions that efficiently support clients’ workflows. Supported by the
Agenium Platform (www.agenium.ai) our innovative underwriting solutions are guaranteed to
optimize requirements...<!---->
<p class="JBUEKeXhPyClEtYwdsASPYsZsCkTvUBqsDUs
entity-result__summary--2-lines
t-12 t-black--light
">
<!---->Your<span class="white-space-pre"> </span><strong><!---->health<!----></strong><span
class="white-space-pre"> </span><!----><!----><strong><!---->insurance<!----></strong><span
class="white-space-pre"> </span>expert for all stages of your life; Medicare, Individuals,
Families, Small Groups, CoveredCA.<!---->
</p>
<!---->
</div>
<div class="qXxdnXtzRVFTnTnetmNpssucBwQBsWlUuk MmzCPRicJimZvjJhvqTzDcDbdHhWPzspERzA">
<div class="JZcKRppsWfaxfMaqtvfVwEeAtzNwryBOMdo yNRlrJOHDflDBnYPLbVmiAkUsCUZKUznmAc">
<!---->
@@ -111,7 +106,7 @@
<button aria-label="Follow Management Research Services, Inc. (MRS, Inc)" id="ember61"
<button aria-label="Follow Health Insurance" id="ember49"
class="artdeco-button artdeco-button--2 artdeco-button--secondary ember-view"
type="button"><!---->
<span class="artdeco-button__text">

51
docs/apps/linkdin/snippets/people.html
View File

@@ -2,41 +2,40 @@
<div>
<section class="artdeco-card full-width qQdPErXQkSAbwApNgNfuxukTIPPykttCcZGOHk">
<section class="artdeco-card full-width IxXiAcHfbZpayHVZUYdQwfYOkMbOirmr">
<!---->
<img width="210" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7"
ariarole="presentation" loading="lazy" height="210" alt="" id="ember96"
ariarole="presentation" loading="lazy" height="210" alt="" id="ember102"
class="evi-image lazy-image ghost-default ember-view org-people-profile-card__cover-photo org-people-profile-card__cover-photo--people">
<div class="org-people-profile-card__profile-info">
<div id="ember97"
<div id="ember103"
class="artdeco-entity-lockup artdeco-entity-lockup--stacked-center artdeco-entity-lockup--size-7 ember-view">
<div id="ember98"
<div id="ember104"
class="artdeco-entity-lockup__image artdeco-entity-lockup__image--type-circle ember-view"
type="circle">
<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo "
id="org-people-profile-card__profile-image-0"
href="https://www.linkedin.com/in/speakerrayna?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAABsqUBoBr5x071PuGGpNtK3NlvSARiVXPIs"
<a class="sDWEFrcVubKuUVGggeBOYqLlgYgPbojOc " id="org-people-profile-card__profile-image-0"
href="https://www.linkedin.com/in/ericweberhcbd?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAABVh2MBFoyTaAxDqYQQcW8oGxVsqsKioHw"
data-test-app-aware-link="">
<img width="104"
src="https://media.licdn.com/dms/image/v2/D5603AQGs2Vyju4xZ7A/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1681741067031?e=1750896000&amp;v=beta&amp;t=Hvj--IrrmpVIH7pec7-l_PQok8vsS__CGeUqBWOw7co"
loading="lazy" height="104" alt="Dr. Rayna S." id="ember99"
src="https://media.licdn.com/dms/image/v2/C4D03AQHNP9KoXtSrkg/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1573501774845?e=1753920000&amp;v=beta&amp;t=JYsY56biGUmDzbYj2ORZMcd1dSm2IRWCA-IM3KNFLw8"
loading="lazy" height="104" alt="Eric Weber" id="ember105"
class="evi-image lazy-image ember-view">
</a>
</div>
<div id="ember100" class="artdeco-entity-lockup__content ember-view">
<div id="ember101" class="artdeco-entity-lockup__title ember-view">
<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo link-without-visited-state"
aria-label="View Dr. Rayna S.’s profile"
href="https://www.linkedin.com/in/speakerrayna?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAABsqUBoBr5x071PuGGpNtK3NlvSARiVXPIs"
<div id="ember106" class="artdeco-entity-lockup__content ember-view">
<div id="ember107" class="artdeco-entity-lockup__title ember-view">
<a class="sDWEFrcVubKuUVGggeBOYqLlgYgPbojOc link-without-visited-state"
aria-label="View Eric Weber’s profile"
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10
docs/md_v2/assets/llmtxt/crawl4ai_all_memory_content.llm.txt
View File

@@ -6031,7 +6031,7 @@ class LLMConfig:
provider: str = DEFAULT_PROVIDER,
api_token: Optional[str] = None,
base_url: Optional[str] = None,
temprature: Optional[float] = None,
temperature: Optional[float] = None,
max_tokens: Optional[int] = None,
top_p: Optional[float] = None,
frequency_penalty: Optional[float] = None,
@@ -6059,7 +6059,7 @@ class LLMConfig:
self.provider = DEFAULT_PROVIDER
self.api_token = os.getenv(DEFAULT_PROVIDER_API_KEY)
self.base_url = base_url
self.temprature = temprature
self.temperature = temperature
self.max_tokens = max_tokens
self.top_p = top_p
self.frequency_penalty = frequency_penalty
@@ -6073,7 +6073,7 @@ class LLMConfig:
provider=kwargs.get("provider", DEFAULT_PROVIDER),
api_token=kwargs.get("api_token"),
base_url=kwargs.get("base_url"),
temprature=kwargs.get("temprature"),
temperature=kwargs.get("temperature"),
max_tokens=kwargs.get("max_tokens"),
top_p=kwargs.get("top_p"),
frequency_penalty=kwargs.get("frequency_penalty"),
@@ -6087,7 +6087,7 @@ class LLMConfig:
"provider": self.provider,
"api_token": self.api_token,
"base_url": self.base_url,
"temprature": self.temprature,
"temperature": self.temperature,
"max_tokens": self.max_tokens,
"top_p": self.top_p,
"frequency_penalty": self.frequency_penalty,
@@ -13770,7 +13770,7 @@ class LLMExtractionStrategy(ExtractionStrategy):
api_token: The API token for the provider.
base_url: The base URL for the API request.
api_base: The base URL for the API request.
extra_args: Additional arguments for the API request, such as temprature, max_tokens, etc.
extra_args: Additional arguments for the API request, such as temperature, max_tokens, etc.
"""
super().__init__( input_format=input_format, **kwargs)
self.llm_config = llm_config