---
title: README
emoji: 📚
colorFrom: yellow
colorTo: gray
sdk: static
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`