# Gloo

## Docs

- [AI Overview](https://docs.gloo.com/ai-learning-center/gloo-ai-101/ai-overview.md): Introduces the fundamentals of artificial intelligence and how Gloo applies modern AI responsibly to empower our partners and customers.
- [AI Training & Learning](https://docs.gloo.com/ai-learning-center/gloo-ai-101/ai-training-and-learning.md): Explains how AI models learn, improve, and adapt through training, fine-tuning, and alignment processes used within Gloo’s trusted ecosystem.
- [Application Patterns](https://docs.gloo.com/ai-learning-center/gloo-ai-101/application-patterns.md): Explores advanced AI patterns such as agents, orchestration, and guardrails that power real workflows in Gloo’s platform.
- [Challenges & Risks](https://docs.gloo.com/ai-learning-center/gloo-ai-101/challenges-and-risks.md): Highlights key AI risks including bias, hallucinations, and misalignment and shows how Gloo’s design safeguards protect users and organizations.
- [Data & Memory Structures](https://docs.gloo.com/ai-learning-center/gloo-ai-101/data-and-memory.md): Describes how AI systems represent, store, and retrieve information using embeddings, vectors, and knowledge bases like those in the Gloo Data Engine.
- [Hardware & Infrastructure](https://docs.gloo.com/ai-learning-center/gloo-ai-101/hardware-and-infrastructure.md): Covers the computing systems, chips, and processing units that enable Gloo to deliver fast, secure, and efficient AI experiences.
- [Keep Going](https://docs.gloo.com/ai-learning-center/gloo-ai-101/keep-going.md): Encourages continued exploration of Gloo’s AI ecosystem and provides guidance for advancing AI literacy, safety, and responsible innovation.
- [Metrics & Evaluation](https://docs.gloo.com/ai-learning-center/gloo-ai-101/metrics-and-evaluation.md): Explains how AI performance is measured with benchmarks, speed metrics, and Gloo’s proprietary Flourishing AI Benchmarks for human well-being.
- [Model Types & Categories](https://docs.gloo.com/ai-learning-center/gloo-ai-101/model-types-and-categories.md): Breaks down the major types of AI models—foundation, frontier, open, and closed—and explains which Gloo uses for safe, scalable applications.
- [Prompting & Generation](https://docs.gloo.com/ai-learning-center/gloo-ai-101/prompting-and-generation.md): Teaches how to communicate effectively with AI through prompts, system instructions, and response generation to achieve accurate results in Gloo tools.
- [Putting It All Together](https://docs.gloo.com/ai-learning-center/gloo-ai-102/all-together.md): Synthesize all prompt engineering techniques into a practical daily framework with templates, checklists, and real-world applications.
- [The Anatomy of a Great Prompt](https://docs.gloo.com/ai-learning-center/gloo-ai-102/anatomy-of-a-prompt.md): Master the three pillars of effective prompts: Task, Context, and Format, plus learn how specificity and constraints improve your results.
- [The Art of Iteration](https://docs.gloo.com/ai-learning-center/gloo-ai-102/art-of-iteration.md): Learn to refine, clarify, and redirect AI responses through effective follow-up prompts and know when to iterate versus start fresh.
- [Context is King](https://docs.gloo.com/ai-learning-center/gloo-ai-102/context-is-king.md): Learn how to provide the right background information to AI, including the four types of context that matter most and how to structure it effectively.
- [How AI Thinks (Spoiler: It Doesn't)](https://docs.gloo.com/ai-learning-center/gloo-ai-102/how-ai-thinks.md): Understand the word-prediction mechanism behind AI responses and learn about tokens, context windows, and hallucinations.
- [Role Play: Giving AI a Persona](https://docs.gloo.com/ai-learning-center/gloo-ai-102/role-play.md): Learn to assign roles and personas to AI to access different expertise, perspectives, and communication styles on demand.
- [Show, Don't Just Tell](https://docs.gloo.com/ai-learning-center/gloo-ai-102/show-dont-tell.md): Learn few-shot prompting, where providing examples dramatically improves AI outputs for style, format, and tone consistency.
- [Think Step by Step](https://docs.gloo.com/ai-learning-center/gloo-ai-102/think-step-by-step.md): Master chain of thought prompting to dramatically improve AI reasoning on complex problems by asking it to show its work.
- [Troubleshooting](https://docs.gloo.com/ai-learning-center/gloo-ai-102/troubleshooting.md): Diagnose and fix common AI problems including misunderstandings, wrong-length responses, hallucinations, and refusals.
- [Welcome to the Conversation](https://docs.gloo.com/ai-learning-center/gloo-ai-102/welcome-to-the-chat.md): Learn the foundational mindset shift from treating AI like a search engine to having a productive conversation with a helpful collaborator.
- [Building a Knowledge Base](https://docs.gloo.com/ai-learning-center/gloo-ai-103/building-a-knowledge-base.md): Learn how to prepare information for RAG, including chunking documents, choosing chunk sizes, and creating a searchable knowledge base.
- [Embeddings: How AI Understands Meaning](https://docs.gloo.com/ai-learning-center/gloo-ai-103/embeddings.md): Discover how embeddings turn text into numbers that capture meaning, enabling semantic search that finds what you mean, not just what you typed.
- [Getting Started with RAG](https://docs.gloo.com/ai-learning-center/gloo-ai-103/getting-started-with-rag.md): Explore practical paths for implementing RAG, from no-code platforms to custom solutions, and create your roadmap for getting started.
- [How RAG Actually Works](https://docs.gloo.com/ai-learning-center/gloo-ai-103/how-rag-actually-works.md): Learn the three-step RAG process (Retrieve, Augment, Generate) through a simple mental model that makes the whole system click.
- [RAG in the Real World](https://docs.gloo.com/ai-learning-center/gloo-ai-103/rag-in-the-real-world.md): Explore practical applications of RAG across customer support, research, enterprise knowledge, and personal productivity.
- [The Augmentation Step](https://docs.gloo.com/ai-learning-center/gloo-ai-103/the-augmentation-step.md): Learn how to combine retrieved information with user questions to create effective prompts that guide AI toward grounded responses.
- [The Generation Step](https://docs.gloo.com/ai-learning-center/gloo-ai-103/the-generation-step.md): Understand how AI uses retrieved context to produce grounded responses, including staying faithful to sources and making answers verifiable.
- [The Problem RAG Solves](https://docs.gloo.com/ai-learning-center/gloo-ai-103/the-problem-rag-solves.md): Understand why AI needs external knowledge and how RAG addresses the limitations of standalone language models.
- [The Retrieval Step](https://docs.gloo.com/ai-learning-center/gloo-ai-103/the-retrieval-step.md): Understand how RAG systems find relevant information through similarity search, top-K retrieval, and ranking strategies.
- [When RAG Works (and When It Doesn't)](https://docs.gloo.com/ai-learning-center/gloo-ai-103/when-rag-works-and-when-it-doesnt.md): Understand the realistic capabilities and limitations of RAG, learn to evaluate quality, and recognize when other approaches might work better.
- [Affiliate Recommendations](https://docs.gloo.com/api-guides/affiliate-recommendations.md): Guide to discovering relevant content from a network of licensed publishers
- [Chat API](https://docs.gloo.com/api-guides/chat.md): The stateful, chat-native foundation for powerful conversational AI.
- [Completions V1](https://docs.gloo.com/api-guides/completions-v1.md): Conversational Chat Completions
- [Completions](https://docs.gloo.com/api-guides/completions-v2.md): Chat Completions V2. Values Aligned. Smart Routing. Better Results. Lower Costs.
- [Content Overview](https://docs.gloo.com/api-guides/content.md): Manage your content throughout its lifecycle with the Gloo AI platform.
- [Edit Content](https://docs.gloo.com/api-guides/edit-content.md): Update metadata for your content without re-uploading files.
- [Grounded Completions](https://docs.gloo.com/api-guides/grounded-completions.md): Ground AI responses in your own content using RAG-powered completions with intelligent routing and source attribution
- [Item Recommendations](https://docs.gloo.com/api-guides/item-recommendations.md): Guide to surfacing relevant content from your organization’s own data
- [Manage Content](https://docs.gloo.com/api-guides/manage-content.md): List, inspect, look up, and delete your content in Gloo AI.
- [MCP Integration](https://docs.gloo.com/api-guides/mcp-integration.md): Connect Gloo AI documentation to your AI tools with the Model Context Protocol.
- [Migrating to Completions v2](https://docs.gloo.com/api-guides/migrating-from-chat-to-completions-v2.md): Transition from stateful Chat API to the flexible, values-aligned Completions v2 API.
- [Libraries & SDKs](https://docs.gloo.com/api-guides/sdks-and-libraries.md): Integrate Gloo AI into your applications using the official OpenAI libraries.
- [Search](https://docs.gloo.com/api-guides/search.md): A developer’s guide to AI-powered semantic search for querying ingested content.
- [Supported Models](https://docs.gloo.com/api-guides/supported-models.md): A full list of Gloo AI API models and their capabilities, rendered live from the public platform API.
- [Supported Models (Legacy)](https://docs.gloo.com/api-guides/supported-models-legacy.md): Models available for deprecated Completions V1 and Chat APIs.
- [Tool Use](https://docs.gloo.com/api-guides/tool-use.md): Level up Completions by enabling LLMs to call external functions and tools.
- [Upload Content](https://docs.gloo.com/api-guides/upload-content.md): Send files to Gloo AI for automatic processing and indexing.
- [Generate response answer stream](https://docs.gloo.com/api-reference/answers/generate-response-answer-stream.md): Generates a response answer based on a query and collections from the Search API.
- [Create chat](https://docs.gloo.com/api-reference/chat/create-chat.md)
- [Delete chat](https://docs.gloo.com/api-reference/chat/delete-chat.md)
- [Delete message](https://docs.gloo.com/api-reference/chat/delete-message.md)
- [Delete user](https://docs.gloo.com/api-reference/chat/delete-user.md)
- [Get chat](https://docs.gloo.com/api-reference/chat/get-chat.md): Chat history and details for a user.
- [List chats](https://docs.gloo.com/api-reference/chat/list-chats.md)
- [Post message](https://docs.gloo.com/api-reference/chat/post-message.md): Start or continue a chat session.
- [Post message Gloo Chat](https://docs.gloo.com/api-reference/chat/post-message-kallm.md): Start or continue a chat session.
- [Update chat](https://docs.gloo.com/api-reference/chat/update-chat.md)
- [Update message](https://docs.gloo.com/api-reference/chat/update-message.md)
- [Completions V1](https://docs.gloo.com/api-reference/completions/v1.md)
- [Completions V2](https://docs.gloo.com/api-reference/completions/v2.md): Generate AI completions with intelligent routing.
- [Grounded Completions](https://docs.gloo.com/api-reference/completions/v2/grounded.md): Generate grounded completions with intelligent routing and retrieval-augmented generation (RAG).
- [Delete Items](https://docs.gloo.com/api-reference/content-controls/delete-item.md): Permanently delete multiple items from all storage systems.
- [Get Item By Producer Id](https://docs.gloo.com/api-reference/content-controls/get-item-by-producer-id.md): Retrieve item IDs for one or more producer IDs owned by a publisher.
- [Get Item Metadata](https://docs.gloo.com/api-reference/content-controls/get-item-metadata.md): Retrieve comprehensive metadata for a specific item including its status, collection memberships, and essential properties.
- [Get Publisher Items](https://docs.gloo.com/api-reference/content-controls/get-publisher-items.md): Retrieve a paginated list of items associated with a specific publisher.
- [Get Publisher Producer IDs](https://docs.gloo.com/api-reference/content-controls/get-publisher-producer-ids.md): Retrieve a paginated list of distinct producer IDs associated with a specific publisher. Use this endpoint instead of `/publisher/{publisher_id}/items` when you only need producer IDs and the publisher has a large number of items.
- [Patch Multiple Items](https://docs.gloo.com/api-reference/content-controls/multi-item-patch.md): Update multiple items simultaneously based on filter criteria.
- [Update item metadata](https://docs.gloo.com/api-reference/content-controls/single-item-patch.md): Update mutable metadata fields for an item. Provide either producer_id or item_id along with publisher_id to identify the target item. (Both may be passed in as well.)
- [Paywall related endpoint](https://docs.gloo.com/api-reference/content/paywall-related-endpoint.md)
- [Extract intent from query](https://docs.gloo.com/api-reference/core/extract-intent-from-query.md)
- [Generate](https://docs.gloo.com/api-reference/core/generate.md): Generate a response from the LLM model.
- [Paywall](https://docs.gloo.com/api-reference/core/paywall.md)
- [Search](https://docs.gloo.com/api-reference/core/search.md)
- [Get Referenced Items for Affiliates](https://docs.gloo.com/api-reference/data/get-affiliate-referenced-items.md): Retrieves a list of recommended items based on a user query, designed for affiliate use cases. Allows filtering by media type, publisher, and snippet counts.
- [Get Base Item Recommendations](https://docs.gloo.com/api-reference/data/get-base-item-recommendations.md): Retrieves item recommendations with basic snippet metadata (excluding full snippet text). Requires specifying a collection and tenant for the search.
- [Get Verbose Item Recommendations](https://docs.gloo.com/api-reference/data/get-verbose-item-recommendations.md): Retrieves item recommendations with detailed snippet metadata, including the full snippet text. Requires specifying a collection and tenant for the search.
- [Search](https://docs.gloo.com/api-reference/data/search-publisher-data.md): Searches publisher data in a specific collection and tenant using a query string.
- [Errors](https://docs.gloo.com/api-reference/general/errors.md): Common error codes and responses.
- [Rate Limits](https://docs.gloo.com/api-reference/general/limits.md): Understanding the Gloo AI API rate limits.
- [Overview](https://docs.gloo.com/api-reference/general/overview.md)
- [Get Models V1](https://docs.gloo.com/api-reference/get-models/v1.md): **Deprecated.** Use [GET /platform/v2/models](/api-reference/get-models/v2) instead. This endpoint returns basic model metadata without pricing information.
- [Get Models V2](https://docs.gloo.com/api-reference/get-models/v2.md): Returns all available models with metadata and accurate pricing. No authentication required.
- [Real-time ingestion](https://docs.gloo.com/api-reference/ingestion/v1.md)
- [Upload Files](https://docs.gloo.com/api-reference/ingestion/v2.md)
- [Analysis](https://docs.gloo.com/api-reference/sotc/analysis.md)
- [Church Metrics AI Insights](https://docs.gloo.com/api-reference/sotc/church-metrics-ai-insights.md)
- [Question Answers Analysis](https://docs.gloo.com/api-reference/sotc/question-answers-analysis.md)
- [FaithStack Directory](https://docs.gloo.com/faithstack.md): Discover and explore curated resources for faith-driven developers.
- [Glossary](https://docs.gloo.com/getting-started/glossary.md): Core concepts and terminology used in Gloo AI Studio.
- [Welcome to Gloo AI Studio](https://docs.gloo.com/getting-started/overview.md): Build with values-aligned AI, ready for production.
- [Quickstart: Admins](https://docs.gloo.com/getting-started/quickstart-admins.md): Set up your organization and invite your first team member.
- [Quickstart: Developers](https://docs.gloo.com/getting-started/quickstart-developers.md): Go from sign-up to your first API call.
- [Quickstart: Invited Users](https://docs.gloo.com/getting-started/quickstart-invited-users.md): Accept your invitation and get started with Gloo AI Studio.
- [What is Gloo AI?](https://docs.gloo.com/learn-more/about-gloo-ai.md): Trusted and Transparent, Value-Aligned AI.
- [Benchmarking](https://docs.gloo.com/learn-more/benchmarking.md): The Flourishing AI Initiative (FAI) framework for measuring model alignment.
- [Open](https://docs.gloo.com/learn-more/open.md): Transparency builds trust. Collaboration fuels innovation.
- [Trust](https://docs.gloo.com/learn-more/trust.md): How we build trust with contextual intelligence, transparency, and ethical design.
- [API Usage](https://docs.gloo.com/studio/api-usage.md): Monitor API requests, tokens, and costs.
- [Billing & Plans](https://docs.gloo.com/studio/billing.md): Manage billing, payment methods, and plan upgrades.
- [Ingestion Analytics](https://docs.gloo.com/studio/ingestion-analytics.md): Monitor Data Engine content ingestion and processing metrics.
- [Generate API Credentials](https://docs.gloo.com/studio/manage-api-credentials.md): How to generate and manage API credentials.
- [Discovery](https://docs.gloo.com/studio/manage-components.md): How to create, customize, and embed ready-to-use AI Components.
- [Manage Publishers](https://docs.gloo.com/studio/manage-publishers.md): Create and configure Publishers within your organization.
- [Manage Users](https://docs.gloo.com/studio/manage-users.md): Invite team members and assign roles within your organization.
- [Organization Data Analytics](https://docs.gloo.com/studio/organization-data.md): View organization and publisher analytics and activity trends.
- [Chat Playground](https://docs.gloo.com/studio/playground-chat.md): Test chat completions, compare models, and experiment with settings in the browser.
- [Search Playground](https://docs.gloo.com/studio/playground-search.md): Test semantic search across your Data Engine content library.
- [Authentication with Gloo AI](https://docs.gloo.com/tutorials/authentication.md): Learn how to authenticate with the Gloo AI API using OAuth2 client credentials flow.
- [Building Interactive Chat (Deprecated)](https://docs.gloo.com/tutorials/chat.md): Learn how to create meaningful conversations using Gloo AI.
- [Building a Knowledge-Grounded Chatbot with RAG](https://docs.gloo.com/tutorials/completions-grounded.md): Learn how to ground AI responses in your own content using Gloo AI Grounded Completions with Retrieval-Augmented Generation (RAG).
- [Streaming AI Responses in Real Time](https://docs.gloo.com/tutorials/completions-streaming.md): Learn how to stream Gloo AI completions token-by-token using Server-Sent Events, with patterns for terminal rendering and a server-side proxy.
- [Completions with Tool Use](https://docs.gloo.com/tutorials/completions-tool-use.md): Learn how to extend model capabilities via the Completions API with tool use.
- [Using the Completions V1 API (Deprecated)](https://docs.gloo.com/tutorials/completions-v1.md): Learn how to integrate with the Completions API.
- [Using the Completions API](https://docs.gloo.com/tutorials/completions-v2.md): Learn how to integrate with the Completions V2 API featuring auto-routing and intelligent model selection.
- [Overview](https://docs.gloo.com/tutorials/overview.md)
- [Realtime Upload (Deprecated)](https://docs.gloo.com/tutorials/realtime-ingestion.md): Learn how to build an automated pipeline that ingests content via the Realtime API.
- [Building Custom Recommendations](https://docs.gloo.com/tutorials/recommendations.md): Learn how to surface relevant resources using the Gloo AI Recommendations API.
- [Building Custom Search with the Search API](https://docs.gloo.com/tutorials/search.md): Learn how to build your own search experience using the Gloo AI Search API.
- [Upload Files to Data Engine](https://docs.gloo.com/tutorials/upload-files.md): Learn how to upload files to the Gloo AI Data Engine for processing and AI-powered search.
- [AI-Assisted Development](https://docs.gloo.com/tutorials/vibe-coding.md): Using AI coding assistants to quickly build applications with Gloo AI.

## OpenAPI Specs

- [openapi](https://docs.gloo.com/openapi/openapi.json)
- [openapi.internal](https://docs.gloo.com/openapi/openapi.internal.json)
- [openapi.full](https://docs.gloo.com/openapi/openapi.full.json)
- [impact-public-api-openapi](https://docs.gloo.com/api-reference/impact/impact-public-api-openapi.yaml)
- [accounts](https://docs.gloo.com/api-reference/accounts/accounts.yaml)