A curated collection of production-ready AI pipeline recipes for Instill Core CE. Jump-start your AI applications with ready-to-use workflows for document processing, RAG systems, web automation, financial analysis, and business process automation.
- Instill Core CE - Follow the official installation guide
- OpenAI API Key - For out-of-box RAG service
- Integrations - Configure external service components as needed
- Launch Instill Core CE - Follow the official installation guide
- Clone this repository -
git clone https://github.com/instill-ai/pipelines.git - Choose a pipeline recipe from the categories below
- Create a pipeline in the console and add the YAML recipe to the pipeline editor
- Run and customize the pipeline in the console for your use case
Comprehensive financial analysis and monitoring solutions for personal and business finance.
bank-account-aggregator.yaml- Simple aggregation of multiple bank statementsmulti-bank-financial-report.yaml- Comprehensive financial reporting across institutionsfinancial-health-check.yaml- Financial health assessment and analysismonthly-financial-health-monitor.yaml- Monthly monitoring for lending companies
Advanced question-answering systems with document retrieval and AI generation.
simple-rag-openai.yaml- Basic RAG with OpenAI GPT-4simple-rag-anthropic.yaml- RAG powered by Anthropic Claudesimple-rag-mistral.yaml- Cost-effective RAG with Mistral AIrag-cohere-reranker.yaml- Enhanced retrieval with Cohere rerankingrag-assistant-openai.yaml- Conversational RAG with memorysimple-corrective-rag.yaml- Self-correcting RAG with validationauto-evaluative-rag.yaml- Self-evaluating RAG with quality assessmentrag-report-generator.yaml- Automated report generation from documents
Transform documents into AI-ready structured content.
simple-doc-to-markdown.yaml- Convert documents to clean Markdownfast-doc-to-text.yaml- Quick text extraction from documentsparse-and-chunk.yaml- Intelligent parsing with semantic chunkinghybrid-multimodal-parser.yaml- Process text, images, and mixed contentaudio-to-markdown.yaml- Transcribe audio to structured Markdownvideo-to-markdown.yaml- Extract video content as Markdown
Automated web data extraction and processing.
crawl-and-scrape.yaml- Basic web crawling with content extractionstructured-web-insights.yaml- Extract structured data from websitesweb-to-catalog.yaml- Ingest web content into knowledge catalogs
Intelligent document analysis and comparison.
semantic-diff.yaml- Semantic document comparison with difference detection
Ready-to-use enterprise automation workflows.
automated-email-response.yaml- AI-powered email response generationcontract-redflags-slack.yaml- Contract analysis with Slack notificationsslack-notification-example.yaml- Basic Slack integration template
Each pipeline recipe includes customizable variables, such as:
- Model Selection - Choose AI models (OpenAI, Anthropic, Mistral)
- Generation Parameters - Adjust temperature, top-p, and other settings
- External Integrations - Configure email, database, and API connections
- Output Formats - Customize response structures
We welcome contributions! To add your pipeline recipe:
- Fork the repository
- Create a new YAML file in the appropriate category directory
- Follow existing naming conventions and structure
- Add clear variable descriptions and usage examples
- Include a README for your pipeline explaining its purpose, inputs, outputs, and usage examples
- Submit a pull request with a detailed description
- Issues - Report bugs via GitHub Issues
- Discussions - Join Discord community for help
See LICENSE for details.
Built with ❤️ by the Instill AI team