PHPackages unocha/ocha\_ai - PHPackages - PHPackages [Skip to content](#main-content)[PHPackages](/)[Directory](/)[Categories](/categories)[Trending](/trending)[Leaderboard](/leaderboard)[Changelog](/changelog)[Analyze](/analyze)[Collections](/collections)[Log in](/login)[Sign up](/register) 1. [Directory](/) 2. / 3. [Utility & Helpers](/categories/utility) 4. / 5. unocha/ocha\_ai ActiveDrupal-module[Utility & Helpers](/categories/utility) unocha/ocha\_ai =============== OCHA AI module v1.21.0(1mo ago)15.0k1GPL-2.0-or-laterPHPPHP >=8.3CI passing Since Feb 15Pushed 1mo ago4 watchersCompare [ Source](https://github.com/UN-OCHA/ocha_ai)[ Packagist](https://packagist.org/packages/unocha/ocha_ai)[ RSS](/packages/unocha-ocha-ai/feed)WikiDiscussions develop Synced 2d ago READMEChangelog (10)Dependencies (37)Versions (96)Used By (1) OCHA AI Module ============== [](#ocha-ai-module) Adds AI integration to UN OCHA Drupal sites. The module provides various **plugin types** (sources, text extraction, embeddings, vector store, completion, etc.) and configuration so that other modules or custom code can inject the plugin managers and orchestrate flows such as RAG. Configure plugins at **Administration → Configuration → OCHA AI** (`/admin/config/ocha-ai`). Plugins ------- [](#plugins) The module defines these [plugin types](src/Attribute), each with its own plugin manager: - **Completion** — LLM answer generation (e.g. AWS Bedrock, Azure OpenAI) - **Embedding** — generate embeddings (e.g. AWS Bedrock, Azure OpenAI) - **Source** — document sources (e.g. ReliefWeb) - **Text extractor** — extract text from files (e.g. MuPDF for PDFs) - **Text splitter** — split text into passages (sentence, token, nlp\_sentence) - **Vector store** — store and retrieve embeddings (Elasticsearch, Elasticsearch Flattened, Elasticsearch Job) - **Answer validator** — validate answers (similarity\_embedding, similarity\_ranker) - **Ranker** — rank passages (e.g. ocha\_ai\_helper\_ranker) Default plugin set: ReliefWeb source, MuPDF extractor, token splitter, AWS Bedrock completion/embedding, Elasticsearch vector store. Dependencies ------------ [](#dependencies) - **MuPDF** (for PDF extraction): `apt install mupdf-tools` Configuration ------------- [](#configuration) Optional overrides can be set in `settings.php` or via the config UI. Example: ``` $config['ocha_ai.settings']['plugins']['text_extractor']['mupdf']['mutool'] = '/usr/bin/mutool'; $config['ocha_ai.settings']['plugins']['vector_store']['elasticsearch']['url'] = 'http://elasticsearch:9200'; $config['ocha_ai.settings']['plugins']['vector_store']['elasticsearch']['indexing_batch_size'] = 10; $config['ocha_ai.settings']['plugins']['vector_store']['elasticsearch']['topk'] = 5; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['region'] = ''; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['api_key'] = ''; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['api_secret'] = ''; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['model'] = 'amazon.titan-text-express-v1'; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['version'] = ''; $config['ocha_ai.settings']['plugins']['completion']['aws_bedrock']['max_tokens'] = 512; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['region'] = ''; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['api_key'] = ''; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['api_secret'] = ''; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['model'] = 'amazon.titan-embed-text-v1'; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['version'] = ''; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['batch_size'] = 1; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['dimensions'] = 1536; $config['ocha_ai.settings']['plugins']['embedding']['aws_bedrock']['max_tokens'] = 8192; ``` ### Health Score 55 — FairBetter than 97% of packages Maintenance94 Actively maintained with recent releases Popularity24 Limited adoption so far Community18 Small or concentrated contributor base Maturity73 Established project with proven stability Bus Factor2 2 contributors hold 50%+ of commits How is this calculated?**Maintenance (25%)** — Last commit recency, latest release date, and issue-to-star ratio. Uses a 2-year decay window. **Popularity (30%)** — Total and monthly downloads, GitHub stars, and forks. Logarithmic scaling prevents top-heavy scores. **Community (15%)** — Contributors, dependents, forks, watchers, and maintainers. Measures real ecosystem engagement. **Maturity (30%)** — Project age, version count, PHP version support, and release stability. ### Release Activity Cadence Every ~18 days Recently: every ~28 days Total 46 Last Release 30d ago PHP version history (2 changes)v1.0.0PHP >=8.2 v1.16.0PHP >=8.3 ### Community Maintainers ![](https://www.gravatar.com/avatar/346443feed98de86efcea04bbc5094dc2a4146181bca1e8936beb6ac46eed455?d=identicon)[unocha](/maintainers/unocha) --- Top Contributors [![orakili](https://avatars.githubusercontent.com/u/696348?v=4)](https://github.com/orakili "orakili (190 commits)")[![attiks](https://avatars.githubusercontent.com/u/105144?v=4)](https://github.com/attiks "attiks (93 commits)")[![rupl](https://avatars.githubusercontent.com/u/254753?v=4)](https://github.com/rupl "rupl (84 commits)")[![lazysoundsystem](https://avatars.githubusercontent.com/u/67453?v=4)](https://github.com/lazysoundsystem "lazysoundsystem (21 commits)")[![cafuego](https://avatars.githubusercontent.com/u/148719?v=4)](https://github.com/cafuego "cafuego (17 commits)") ### Embed Badge ![Health badge](/badges/unocha-ocha-ai/health.svg) ``` [![Health](https://phpackages.com/badges/unocha-ocha-ai/health.svg)](https://phpackages.com/packages/unocha-ocha-ai) ``` ### Alternatives [easycorp/easyadmin-bundle Admin generator for Symfony applications 4.3k17.9M388](/packages/easycorp-easyadmin-bundle)[ecotone/ecotone Enterprise architecture layer for Laravel and Symfony — CQRS, Event Sourcing, Durable Workflows (Sagas, Orchestrators), Projections, and Outbox messaging via PHP attributes. 564576.7k53](/packages/ecotone-ecotone)[tempest/framework The PHP framework that gets out of your way. 2.2k34.4k15](/packages/tempest-framework)[rcsofttech/audit-trail-bundle Enterprise-grade, high-performance Symfony audit trail bundle. 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