feat(linkedin): add prospect-wizard app with scraping and visualization
Add new LinkedIn prospect discovery tool with three main components: - c4ai_discover.py for company and people scraping - c4ai_insights.py for org chart and decision maker analysis - Interactive graph visualization with company/people exploration Features include: - Configurable LinkedIn search and scraping - Org chart generation with decision maker scoring - Interactive network graph visualization - Company similarity analysis - Chat interface for data exploration Requires: crawl4ai, openai, sentence-transformers, networkx
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UncleCode
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docs/apps/linkdin/snippets/company.html
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docs/apps/linkdin/snippets/company.html
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<li class="yCLWzruNprmIzaZzFFonVFBtMrbaVYnuDFA">
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<!----><!---->
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<div class="IxlEPbRZwQYrRltKPvHAyjBmCdIWTAoYo" data-chameleon-result-urn="urn:li:company:362492"
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data-view-name="search-entity-result-universal-template">
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<div class="linked-area flex-1
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cursor-pointer">
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<div class="BAEgVqVuxosMJZodcelsgPoyRcrkiqgVCGHXNQ">
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<div class="afcvrbGzNuyRlhPPQWrWirJtUdHAAtUlqxwvVA">
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<div class="display-flex align-items-center">
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<!---->
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<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo scale-down " aria-hidden="true"
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tabindex="-1" href="https://www.linkedin.com/company/managment-research-services-inc./"
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data-test-app-aware-link="">
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<div class="ivm-image-view-model ">
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<div class="ivm-view-attr__img-wrapper
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">
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<!---->
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<!----> <img width="48"
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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&v=beta&t=Ch9vyEZdfng-1D1m_XqP5kjNpVXUBKkk9cNhMZUhx0E"
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loading="lazy" height="48" alt="Management Research Services, Inc. (MRS, Inc)"
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id="ember28"
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class="ivm-view-attr__img--centered EntityPhoto-square-3 evi-image lazy-image ember-view">
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</div>
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</div>
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</a>
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</div>
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</div>
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<div
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class="wympnVuDByXHvafWrMGJLZuchDmCRqLmWPwg MmzCPRicJimZvjJhvqTzDcDbdHhWPzspERzA pt3 pb3 t-12 t-black--light">
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<div class="mb1">
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<div class="t-roman t-sans">
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<div class="display-flex">
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<span class="TikBXjihYvcNUoIzkslUaEjfIuLmYxfs OoHEyXgsiIqGADjcOtTmfdpoYVXrLKTvkwI ">
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<span class="CgaWLOzmXNuKbRIRARSErqCJcBPYudEKo
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t-16">
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<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo "
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href="https://www.linkedin.com/company/managment-research-services-inc./"
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data-test-app-aware-link="">
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<!---->Management Research Services, Inc. (MRS, Inc)<!---->
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<!----> </a>
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<!----> </span>
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</span>
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<!---->
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</div>
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</div>
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<div class="LjmdKCEqKITHihFOiQsBAQylkdnsWhqZii
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t-14 t-black t-normal">
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<!---->Insurance • Milwaukee, Wisconsin<!---->
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</div>
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<div class="cTPhJiHyNLmxdQYFlsEOutjznmqrVHUByZwZ
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t-14 t-normal">
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<!---->1K followers<!---->
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</div>
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</div>
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<!---->
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<p class="yWzlqwKNlvCWVNoKqmzoDDEnBMUuyynaLg
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entity-result__summary--2-lines
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t-12 t-black--light
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">
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<!---->MRS combines 30 years of experience supporting the Life,<span class="white-space-pre">
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</span><strong><!---->Health<!----></strong><span class="white-space-pre"> </span>and
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Annuities<span class="white-space-pre"> </span><strong><!---->Insurance<!----></strong><span
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class="white-space-pre"> </span>Industry with customized<span class="white-space-pre">
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</span><strong><!---->insurance<!----></strong><span class="white-space-pre">
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</span>underwriting solutions that efficiently support clients’ workflows. Supported by the
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Agenium Platform (www.agenium.ai) our innovative underwriting solutions are guaranteed to
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optimize requirements...<!---->
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</p>
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<!---->
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</div>
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<div class="qXxdnXtzRVFTnTnetmNpssucBwQBsWlUuk MmzCPRicJimZvjJhvqTzDcDbdHhWPzspERzA">
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<!---->
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<div>
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<button aria-label="Follow Management Research Services, Inc. (MRS, Inc)" id="ember61"
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class="artdeco-button artdeco-button--2 artdeco-button--secondary ember-view"
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type="button"><!---->
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<span class="artdeco-button__text">
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Follow
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</span></button>
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<!---->
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<!---->
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</div>
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</div>
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</div>
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</div>
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</div>
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</li>
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94
docs/apps/linkdin/snippets/people.html
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docs/apps/linkdin/snippets/people.html
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<li class="grid grid__col--lg-8 block org-people-profile-card__profile-card-spacing">
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<div>
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<section class="artdeco-card full-width qQdPErXQkSAbwApNgNfuxukTIPPykttCcZGOHk">
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<!---->
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<img width="210" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7"
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ariarole="presentation" loading="lazy" height="210" alt="" id="ember96"
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class="evi-image lazy-image ghost-default ember-view org-people-profile-card__cover-photo org-people-profile-card__cover-photo--people">
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<div class="org-people-profile-card__profile-info">
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<div id="ember97"
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class="artdeco-entity-lockup artdeco-entity-lockup--stacked-center artdeco-entity-lockup--size-7 ember-view">
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<div id="ember98"
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class="artdeco-entity-lockup__image artdeco-entity-lockup__image--type-circle ember-view"
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type="circle">
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<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo "
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id="org-people-profile-card__profile-image-0"
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href="https://www.linkedin.com/in/speakerrayna?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAABsqUBoBr5x071PuGGpNtK3NlvSARiVXPIs"
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data-test-app-aware-link="">
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<img width="104"
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src="https://media.licdn.com/dms/image/v2/D5603AQGs2Vyju4xZ7A/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1681741067031?e=1750896000&v=beta&t=Hvj--IrrmpVIH7pec7-l_PQok8vsS__CGeUqBWOw7co"
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loading="lazy" height="104" alt="Dr. Rayna S." id="ember99"
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class="evi-image lazy-image ember-view">
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</a>
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</div>
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<div id="ember100" class="artdeco-entity-lockup__content ember-view">
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<div id="ember101" class="artdeco-entity-lockup__title ember-view">
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<a class="eETATgYTipaVsmrBChiBJJvFsdPhNpulhPZUVLHLo link-without-visited-state"
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aria-label="View Dr. Rayna S.’s profile"
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href="https://www.linkedin.com/in/speakerrayna?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAABsqUBoBr5x071PuGGpNtK3NlvSARiVXPIs"
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data-test-app-aware-link="">
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<div id="ember103" class="ember-view lt-line-clamp lt-line-clamp--single-line AGabuksChUpCmjWshSnaZryLKSthOKkwclxY
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t-black" style="">
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Dr. Rayna S.
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<!---->
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</div>
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</a>
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</div>
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<div id="ember104" class="artdeco-entity-lockup__badge ember-view"> <span class="a11y-text">3rd+
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degree connection</span>
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<span class="artdeco-entity-lockup__degree" aria-hidden="true">
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· 3rd
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</span>
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<!----><!---->
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</div>
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<div id="ember105" class="artdeco-entity-lockup__subtitle ember-view">
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<div class="t-14 t-black--light t-normal">
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<div id="ember107" class="ember-view lt-line-clamp lt-line-clamp--multi-line"
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style="-webkit-line-clamp: 2">
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Leadership and Talent Development Consultant and Professional Speaker
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<!---->
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</div>
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</div>
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</div>
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<div id="ember108" class="artdeco-entity-lockup__caption ember-view"></div>
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</div>
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</div>
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<span class="text-align-center">
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<span id="ember110"
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class="ember-view lt-line-clamp lt-line-clamp--multi-line t-12 t-black--light mt2"
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style="-webkit-line-clamp: 3">
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727 followers
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<!----> </span>
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</span>
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</div>
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<footer class="ph3 pb3">
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<button aria-label="Follow Dr. Rayna S." id="ember111"
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class="artdeco-button artdeco-button--2 artdeco-button--secondary ember-view full-width"
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type="button"><!---->
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<span class="artdeco-button__text">
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Follow
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</span></button>
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</footer>
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</section>
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</div>
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</li>
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