{"id":18866825,"url":"https://github.com/akshata29/pitchbook","last_synced_at":"2025-04-14T14:31:18.428Z","repository":{"id":219664927,"uuid":"749235592","full_name":"akshata29/pitchbook","owner":"akshata29","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-10T14:06:01.000Z","size":3641,"stargazers_count":7,"open_issues_count":0,"forks_count":4,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-03-28T03:32:26.207Z","etag":null,"topics":["azure-functions","azure-openai","cognitive-search","gpt-3","gpt-4","langchain-python","llm","nodejs","pitchbook","rag","vector-search","vector-store"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/akshata29.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-28T00:39:00.000Z","updated_at":"2025-03-07T07:15:06.000Z","dependencies_parsed_at":"2024-06-10T15:59:10.784Z","dependency_job_id":"7a311377-2d05-4983-9295-31f52a87320d","html_url":"https://github.com/akshata29/pitchbook","commit_stats":null,"previous_names":["akshata29/pitchbook"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshata29%2Fpitchbook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshata29%2Fpitchbook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshata29%2Fpitchbook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshata29%2Fpitchbook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/akshata29","download_url":"https://codeload.github.com/akshata29/pitchbook/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248897110,"owners_count":21179541,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["azure-functions","azure-openai","cognitive-search","gpt-3","gpt-4","langchain-python","llm","nodejs","pitchbook","rag","vector-search","vector-store"],"created_at":"2024-11-08T05:07:40.250Z","updated_at":"2025-04-14T14:31:17.663Z","avatar_url":"https://github.com/akshata29.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pitch Book using LLM\n\nThis sample demonstrates building a pitch book from public, private and paid data sources.\n\n## Updates\n\n* 4/12/2024 - Upgrade the packages (langchain, azure-search, pinecone, redis, etc) to the latest versions\n* 2/7/2024 - Add capability to suggest questions for Earning Calls \u0026 SEC Filings\n* 1/28/2024 - Additional Details on all Cognitive search Index used\n  * pibec - Index to store the earning calls raw content\n  * pibpr - Index to store the Press Releases raw content (PR Date, Title, Content)\n  * pibecvector - Index to store the earning calls vector content (Only latest earning call transcript data)\n  * pibsummaries - Index to store the summaries of Pre-defined or Custom Topics for earning calls and SEC Filings\n  * pibsec - Index to store the SEC Filings raw content (Itemized by sections, content and additional metadata)\n  * pibsecvector - Index to store the sec data vector content (Only latest sec filing data - Not the itemized vector content, but the entire document vector.  For now missing additional metadata too)\n  * pibdata - Index to store the \"Cached\" data from the above indexes.  This is the index that is used for the search results\n* 1/27/2024 - Initial Version\n\n## Architecture\n\n![PIB Architecture](/assets/PIB.png)\n\n## Resources\n\n* [Revolutionize your Enterprise Data with ChatGPT: Next-gen Apps w/ Azure OpenAI and Cognitive Search](https://aka.ms/entgptsearchblog)\n* [Azure Cognitive Search](https://learn.microsoft.com/azure/search/search-what-is-azure-search)\n* [Azure OpenAI Service](https://learn.microsoft.com/azure/cognitive-services/openai/overview)\n* [Redis Search](https://learn.microsoft.com/en-us/azure/azure-cache-for-redis/cache-redis-modules#redisearch)\n* [Pinecone](https://www.pinecone.io/learn/pinecone-v2/)\n* [Cognitive Search Vector Store](https://aka.ms/VectorSearchSignUp)\n\n## Contributions\n\nWe are open to contributions, whether it is in the form of new feature, update existing functionality or better documentation.  Please create a pull request and we will review and merge it.\n\n### Note\n\n\u003eAdapted from the repo at [OpenAI-CogSearch](https://github.com/Azure-Samples/azure-search-openai-demo/),  [Call Center Analytics](https://github.com/amulchapla/AI-Powered-Call-Center-Intelligence), [Auto Evaluator](https://github.com/langchain-ai/auto-evaluator) and [Edgar Crawler](https://github.com/nlpaueb/edgar-crawler)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshata29%2Fpitchbook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakshata29%2Fpitchbook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshata29%2Fpitchbook/lists"}