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| title: README | |
| emoji: 📚 | |
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| pinned: false | |
| ## APIs | |
| List here all APIs and a link to their documentation. | |
| - `arXiv` : arXiv search engine with extraction option | |
| - `DocFinder` : Search technical documents from 3GPP / ETSI / GP by their ID or using keywords ([documentation](https://organizedprogrammers-docfinder.hf.space/docs)) | |
| - `DocIndexer` : Retrieve 3GPP technical documents, 3GPP/ETSI specifications content and BM25 indexes to upload into Datasets/Models. | |
| - `SpecSplitter` : Retrieve contents of 3GPP / ETSI specifications (don't work with technical documents). ([documentation](https://organizedprogrammers-specsplitter.hf.space/)) | |
| - `RAGnarok` : RAG-based chatbot (featuring Gemini models) with 3GPP specifications. | |
| - `StandardsWatchdog` : Webhook for auto-restarting Huggingface Spaces after updating indexation datasets. | |
| - `FastAPI_KIG` : Generate key issues, evaluate problematic specificity, and generate problem descriptions. ([documentation](https://organizedprogrammers-fastapi-kig.hf.space/docs)) | |
| - `Ptt Endpoints` : API for patentability tools (searching prior art, evaluating document novelty). | |
| - `SERPent` : Search multiple sources (DuckDuckGo, Bing, arXiv, Google Patents) for documents and retrieve their contents using a single API. ([documentation](https://organizedprogrammers-serpent.hf.space)) | |
| - `Insight Finder` : API to retrieve a list of technologies covering each constraints from a technical problem. ([documentation](https://organizedprogrammers-insight-finder.hf.space/docs)) | |
| - `Problematic Specificity Evaluation` : Evaluate the specificity of your problematic using a finetuned model ([documentation](https://organizedprogrammers-fastapi-problematic-specificity.hf.space/docs)) | |
| - `Reqxtract` : Extract, categorize and generate solutions based on extracted requirements ([documentation](https://organizedprogrammers-reqxtract-v2.hf.space/apidocs)) | |
| - `Search Technologies` : Retrieve technologies using cosine similarity and Levenshtein distance with an API and a UI. ([documentation](https://organizedprogrammers-search-technologies-api.hf.space/)) | |
| - `>>> Add your API projects here` | |
| ## Project API dependencies | |
| List here all APIs a space depends on for running. | |
| - `Reqxtract V2` | |
| - [`Insight Finder`](https://huggingface.co/spaces/OrganizedProgrammers/insight-finder) | |
| - `SERPent` | |
| - None | |
| - `DocFinder` | |
| - All datasets that starts with 3GPP & ETSI + 'single' BM25 index | |
| - `DocIndexer` | |
| - [`StandardsWatchdog`](https://huggingface.co/spaces/OrganizedProgrammers/StandardsWatchDog) | |
| - `SpecSplitter` | |
| - [`DocFinder`](https://huggingface.co/spaces/OrganizedProgrammers/DocFinder) | |
| - All 'spec content' datasets | |
| - `RAGnarok` | |
| - [`3GPPBM25IndexSections`](https://huggingface.co/datasets/OrganizedProgrammers/3GPPBM25IndexSections) | |
| - `SHTTPMCPServer` | |
| - [`arXiv`](https://huggingface.co/spaces/OrganizedProgrammers/arXiv) | |
| - [`DocFinder`](https://huggingface.co/spaces/OrganizedProgrammers/DocFinder) | |
| - [`SpecSplitter`](https://huggingface.co/spaces/OrganizedProgrammers/SpecSplitter) | |
| - [`SERPent`](https://huggingface.co/spaces/OrganizedProgrammers/SERPent) | |
| - `Insight Finder` | |
| - [`Technologies Dataset`](https://huggingface.co/datasets/OrganizedProgrammers/Technologies) | |
| - `Search-Technologies` | |
| - [`Technologies Dataset`](https://huggingface.co/datasets/OrganizedProgrammers/Technologies) | |
| - `>>>> Your project` | |
| - `Links to all API dependencies` |