# Clarifai Docs

> Clarifai Docs

This file contains links to documentation sections following the llmstxt.org standard.

## Table of Contents

- [Agents](https://docs.clarifai.com/docs/compute/agents/README): Build powerful AI agents with Clarifai
- [Agent Skills](https://docs.clarifai.com/docs/compute/agents/agent-skills): Use Clarifai agent skills to supercharge AI coding assistants with deep Clarifai knowledge
- [Build Agents](https://docs.clarifai.com/docs/compute/agents/build): Learn how to build agents with Clarifai
- [Deploy Open-Source MCP Servers](https://docs.clarifai.com/docs/compute/agents/deploy-mcp): Upload, deploy, and interact with open-source MCP servers on Clarifai
- [Build Custom MCP Servers](https://docs.clarifai.com/docs/compute/agents/mcp): Build performant MCP Servers with FastMCP for Clarifai
- [Supported Cloud Instances](https://docs.clarifai.com/docs/compute/cloud-instances): Learn about the instance types we support
- [Deployments](https://docs.clarifai.com/docs/compute/deployments/README): Orchestrate your AI workloads better, avoid vendor lock-in, and use compute spend efficiently
- [Create Clusters and Nodepools](https://docs.clarifai.com/docs/compute/deployments/clusters-nodepools): Set up capabilities that match your computational needs
- [Deploy a Model](https://docs.clarifai.com/docs/compute/deployments/deploy-model): Deploy a model into your created cluster and nodepool
- [Manage Your Compute](https://docs.clarifai.com/docs/compute/deployments/manage-compute): Edit and delete deployments, clusters, and nodepools
- [Model Inference](https://docs.clarifai.com/docs/compute/inference/README): Perform predictions with models
- [Advanced Inference Options](https://docs.clarifai.com/docs/compute/inference/advanced): Learn how to use our advanced inference operations
- [Model Inference](https://docs.clarifai.com/docs/compute/inference/clarifai/README): Run inferences using Clarifai SDKs
- [Legacy Inference via API](https://docs.clarifai.com/docs/compute/inference/clarifai/api-legacy): Generate predictions using our older method
- [Inference via API](https://docs.clarifai.com/docs/compute/inference/clarifai/api): Generate predictions with models
- [Inference via UI](https://docs.clarifai.com/docs/compute/inference/clarifai/ui): Generate model or workflow predictions on the UI
- [LiteLLM](https://docs.clarifai.com/docs/compute/inference/litellm): Run inferences on Clarifai models using LiteLLM
- [MCP Servers](https://docs.clarifai.com/docs/compute/inference/mcp-servers): Extend agentic models capabilities with MCP Servers
- [OpenAI](https://docs.clarifai.com/docs/compute/inference/open-ai): Run inferences on Clarifai models using OpenAI
- [OpenHands](https://docs.clarifai.com/docs/compute/inference/openhands): Run inference with Clarifai models locally using OpenHands
- [Request Routing](https://docs.clarifai.com/docs/compute/inference/routing): How Clarifai routes prediction requests across nodepools and replicas
- [Vercel AI SDK](https://docs.clarifai.com/docs/compute/inference/vercel): Run inferences on Clarifai models using Vercel
- [Local Runners](https://docs.clarifai.com/docs/compute/local-runners/README): Run and test models locally, while exposing them through Clarifai’s enterprise‑grade API
- [Compute Orchestration](https://docs.clarifai.com/docs/compute/overview): Orchestrate your AI workloads better, avoid vendor lock-in, and use compute spend efficiently
- [Pipelines](https://docs.clarifai.com/docs/compute/pipelines/README): Orchestrate asynchronous, long-running, multi-step AI processes
- [Create and Run Pipelines [API]](https://docs.clarifai.com/docs/compute/pipelines/create-api): Create, upload, and run pipelines via our API effortlessly
- [Manage Pipeline Runs](https://docs.clarifai.com/docs/compute/pipelines/manage-run): Control pipeline runs in real time — monitor, pause, resume, and cancel
- [Manage Pipelines](https://docs.clarifai.com/docs/compute/pipelines/manage): Manage and scale pipelines across their entire lifecycle
- [Toolkits](https://docs.clarifai.com/docs/compute/toolkits/README): Download and run AI models locally with Clarifai toolkits
- [Hugging Face](https://docs.clarifai.com/docs/compute/toolkits/hf): Download and run Hugging Face models locally and make them available via a public API
- [LM Studio](https://docs.clarifai.com/docs/compute/toolkits/lmstudio): Download and run LM Studio models locally and expose them via a public API
- [Ollama](https://docs.clarifai.com/docs/compute/toolkits/ollama): Download and run Ollama models locally and expose them via a public API
- [OpenAI](https://docs.clarifai.com/docs/compute/toolkits/openai): Run OpenAI-compatible models locally and expose them via a public API
- [SGLang](https://docs.clarifai.com/docs/compute/toolkits/sglang): Run models using the SGLang runtime format and make them available via a public API
- [vLLM](https://docs.clarifai.com/docs/compute/toolkits/vllm): Download and serve vLLM models locally and expose them via a public API
- [Build and Upload Models](https://docs.clarifai.com/docs/compute/upload/README): Build and import models, including from external sources like Hugging Face
- [Input and Output Data Types](https://docs.clarifai.com/docs/compute/upload/data-types): Learn about supported input and output data types along with usage examples
- [Model Upload Examples](https://docs.clarifai.com/docs/compute/upload/examples): Learn how to upload and customize your own models on the Clarifai platform
- [Test Models Locally](https://docs.clarifai.com/docs/compute/upload/test-locally): Learn how to test your locally built models
- [Account and Billing](https://docs.clarifai.com/docs/control/account-billing): View and manage your personal account and billing settings
- [Authentication](https://docs.clarifai.com/docs/control/authentication/README): Secure, compliant AI.
- [Authorize](https://docs.clarifai.com/docs/control/authentication/authorize): Set up authentication to make API calls
- [Environment Secrets](https://docs.clarifai.com/docs/control/authentication/environment-secrets): Create, store, and manage environment variables and secrets
- [App-Specific API Keys](https://docs.clarifai.com/docs/control/authentication/key): Authenticate access to resources within the scope defined by the key
- [Personal Access Tokens](https://docs.clarifai.com/docs/control/authentication/pat): Authenticate access to your own resources and those outside the scope of your apps
- [Scopes](https://docs.clarifai.com/docs/control/authentication/scopes): Implement fine-grained control over the data that users have access to
- [Two-Factor Authentication](https://docs.clarifai.com/docs/control/authentication/two-factor): Use 2FA to add an extra layer of security to your account
- [Clarifai Organizations](https://docs.clarifai.com/docs/control/clarifai-organizations/README): Consolidate multiple accounts and enhance collaboration
- [Apps, Models, Workflows, & Compute](https://docs.clarifai.com/docs/control/clarifai-organizations/apps-models-workflows): Create and manage apps, models, workflows, and dedicated compute
- [Members and Teams](https://docs.clarifai.com/docs/control/clarifai-organizations/members-teams): Learn how to manage members and teams
- [Security](https://docs.clarifai.com/docs/control/clarifai-organizations/security): Learn how to enhance the security of your Clarifai organization
- [Control Center](https://docs.clarifai.com/docs/control/control-center/README): A unified interface for centralized visibility into your platform usage
- [Audit Logging via API](https://docs.clarifai.com/docs/control/control-center/audit-log): Track what was performed, who did it, and the results
- [Costs & Budget Tab](https://docs.clarifai.com/docs/control/control-center/costs): Get detailed financial data about your operations
- [Overview Tab](https://docs.clarifai.com/docs/control/control-center/overview): Get a summary of your key metrics at a glance
- [Teams & Logs Tab](https://docs.clarifai.com/docs/control/control-center/teams-logs): Gain insights into platform activities with enhanced visibility, security, and governance
- [Usage & Operations Tab](https://docs.clarifai.com/docs/control/control-center/usage): Get detailed insights into your consumption of the Clarifai platform
- [Agent System Operators](https://docs.clarifai.com/docs/create/agent-system-operators/README): Learn about our agent system operators
- [Aggregate](https://docs.clarifai.com/docs/create/agent-system-operators/aggregate): Learn about our aggregate operators
- [Algorithmic Predict](https://docs.clarifai.com/docs/create/agent-system-operators/algorithmic-predict): Learn about our algorithmic predict operators
- [Edit](https://docs.clarifai.com/docs/create/agent-system-operators/edit): Learn about our edit operators
- [Embed](https://docs.clarifai.com/docs/create/agent-system-operators/embed): Learn about our embed operators
- [Filter](https://docs.clarifai.com/docs/create/agent-system-operators/filter): Learn about our filter operators
- [Map](https://docs.clarifai.com/docs/create/agent-system-operators/map): Learn about our map operators
- [Prompter](https://docs.clarifai.com/docs/create/agent-system-operators/prompter): Learn about our prompt operator
- [Push](https://docs.clarifai.com/docs/create/agent-system-operators/push): Learn about our push operators
- [RAG Prompter](https://docs.clarifai.com/docs/create/agent-system-operators/rag-prompter): Learn how to enhance the quality and relevance of LLM-generated text
- [Tracker](https://docs.clarifai.com/docs/create/agent-system-operators/tracker): Learn about our tracker operators
- [Applications](https://docs.clarifai.com/docs/create/applications/README): Create applications to work with AI resources on Clarifai
- [Apps Creation](https://docs.clarifai.com/docs/create/applications/create): Learn how to create a Clarifai App
- [Apps Management](https://docs.clarifai.com/docs/create/applications/manage): Learn how to manage your Clarifai applications
- [App Templates](https://docs.clarifai.com/docs/create/applications/templates): Create applications faster with pre-built blueprints
- [Artifacts](https://docs.clarifai.com/docs/create/artifacts/README): Programmatically manage binary and file-based assets
- [Artifacts Management](https://docs.clarifai.com/docs/create/artifacts/manage): Create, upload, download, list, get, and delete
- [Artifacts Use Cases](https://docs.clarifai.com/docs/create/artifacts/use-cases): Examples of how artifacts are used
- [Create and Manage Concepts](https://docs.clarifai.com/docs/create/concepts/README): Manage your inputs and training data on the Community Platform
- [Concepts Relations](https://docs.clarifai.com/docs/create/concepts/concepts-relations): Connect the knowledge gained by different models
- [Create Concepts](https://docs.clarifai.com/docs/create/concepts/create): Learn how to create concepts within your app
- [Manage Concepts](https://docs.clarifai.com/docs/create/concepts/manage): Learn how to get, update, and delete concepts
- [Datasets](https://docs.clarifai.com/docs/create/datasets/README): Manage the datasets for training, testing, and evaluating your models
- [Datasets Creation](https://docs.clarifai.com/docs/create/datasets/create): Learn how to create datasets and their versions
- [Dataset Annotation Filters](https://docs.clarifai.com/docs/create/datasets/filters): Use filter and search functionality over your datasets
- [Datasets Management](https://docs.clarifai.com/docs/create/datasets/manage): Use vector search to sort, rank, and retrieve images
- [Upload Data to Dataset via API](https://docs.clarifai.com/docs/create/datasets/upload): Learn how to upload data to a dataset
- [Create and Manage Your Inputs](https://docs.clarifai.com/docs/create/inputs/README): Manage your inputs and training data on the Community Platform
- [Manage Inputs via API](https://docs.clarifai.com/docs/create/inputs/manage): Learn how to use our API to manage, organize, and process your inputs
- [Upload Inputs](https://docs.clarifai.com/docs/create/inputs/upload/README): Add structured or unstructured data to the Clarifai platform
- [Upload via API](https://docs.clarifai.com/docs/create/inputs/upload/api): Add data to the Clarifai platform via the API
- [Upload via UI](https://docs.clarifai.com/docs/create/inputs/upload/ui): Add data to the Clarifai platform via the UI
- [Labeling](https://docs.clarifai.com/docs/create/labeling/README): Assign relevant tags or keywords to inputs
- [Labeling via the API](https://docs.clarifai.com/docs/create/labeling/api/README): Learn how to use our API to easily label your data
- [Delete Annotations](https://docs.clarifai.com/docs/create/labeling/api/annotations-delete): Label your data.
- [List Annotations](https://docs.clarifai.com/docs/create/labeling/api/annotations-list): Label your data.
- [Update Annotations](https://docs.clarifai.com/docs/create/labeling/api/annotations-update): Label your data.
- [Create Annotations](https://docs.clarifai.com/docs/create/labeling/api/annotations): Label your data.
- [Positive and Negative Annotations](https://docs.clarifai.com/docs/create/labeling/api/positive-negative): Learn how to make positive and negative annotations
- [Tasks : Create, Get, Update, Delete](https://docs.clarifai.com/docs/create/labeling/api/tasks): Group your labeling work into tasks that can be delegated.
- [Labeling via the UI](https://docs.clarifai.com/docs/create/labeling/ui/README): Label inputs on the Inputs-Manager or Input-Viewer page
- [AI-Assisted Labeling](https://docs.clarifai.com/docs/create/labeling/ui/ai-assist): Automatically generate annotations on Input-Viewer page
- [Bulk Labeling](https://docs.clarifai.com/docs/create/labeling/ui/bulk): Label multiple inputs at once
- [Create Annotations](https://docs.clarifai.com/docs/create/labeling/ui/create): Learn how to create annotations
- [Manage Annotations](https://docs.clarifai.com/docs/create/labeling/ui/manage): Learn how to manage annotations
- [Object Tracking](https://docs.clarifai.com/docs/create/labeling/ui/object-tracking): (Beta) Track people and objects in video
- [Labeling Tasks](https://docs.clarifai.com/docs/create/labeling/ui/tasks/README): Label your data with tasks
- [Auto-Annotation](https://docs.clarifai.com/docs/create/labeling/ui/tasks/auto): Learn how to automatically label inputs with ease
- [Create a Labeling Task](https://docs.clarifai.com/docs/create/labeling/ui/tasks/create): Learn how to label a batch of data manually or with AI assistance
- [Positive and Negative Annotations](https://docs.clarifai.com/docs/create/labeling/ui/tasks/positive-negative): Learn how to make positive and negative annotations
- [Review Annotations](https://docs.clarifai.com/docs/create/labeling/ui/tasks/review): Review the work performed by your labelers
- [Labeling Tasks Tools](https://docs.clarifai.com/docs/create/labeling/ui/tasks/tools): Learn about the labeling tools available in Scribe
- [Create and Train Models](https://docs.clarifai.com/docs/create/models/README): Learn how to easily create and train new models
- [Deep Fine-Tuning](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/README): Learn how to fine-tune pre-trained models
- [Clusterer](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/clusterer): Learn about our clusterer model type
- [Text Classifier](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/text-classifier): Learn about our text classifier model type
- [Text Generation](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/text-to-text): Learn about our text-to-text model type and understand its fine-tuning process
- [Visual Anomaly](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/visual-anomaly): Learn about our visual anomaly  model type
- [Visual Classifier](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/visual-classifier): Train an image classification model using a pipeline template
- [Visual Detector](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/visual-detector): Learn about our visual detector model type
- [Visual Embedder](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/visual-embedder): Learn about our visual embedder model type
- [Visual Segmenter](https://docs.clarifai.com/docs/create/models/deep-fine-tuning/visual-segmenter): Learn about our visual segmenter model type
- [Evaluating Models](https://docs.clarifai.com/docs/create/models/evaluate/README): Learn about our model evaluation feature
- [Evaluate via API](https://docs.clarifai.com/docs/create/models/evaluate/api): Learn how to evaluate models via the API
- [Classification Models](https://docs.clarifai.com/docs/create/models/evaluate/classification): Evaluate visual or text classifiers trained using deep fine-tuning
- [DeepEval](https://docs.clarifai.com/docs/create/models/evaluate/deepeval): Evaluate your LLM applications using DeepEval and Clarifai
- [Visual Detection Models](https://docs.clarifai.com/docs/create/models/evaluate/detection): Evaluate visual detection models
- [Evaluation Leaderboard](https://docs.clarifai.com/docs/create/models/evaluate/leaderboard): Compare models' performance based on their evaluation results
- [LLM Evaluation](https://docs.clarifai.com/docs/create/models/evaluate/llms): Evaluate your fine-tuned LLMs for text generation tasks
- [Visual Segmentation Models](https://docs.clarifai.com/docs/create/models/evaluate/segmentation): Evaluate segmentation models
- [Transfer Learn Models](https://docs.clarifai.com/docs/create/models/evaluate/transfer-learn): Evaluate visual or text classifiers trained using transfer learning
- [Model Export](https://docs.clarifai.com/docs/create/models/export): Learn how to perform model export using Clarifai SDKs
- [Manage Models](https://docs.clarifai.com/docs/create/models/manage): Learn how to get, update, search, and delete models
- [Create and Manage Model Versions](https://docs.clarifai.com/docs/create/models/model-versions/README): Learn about model version tracking and management
- [Training Templates](https://docs.clarifai.com/docs/create/models/templates/README): Learn about our deep fine-tuning template types
- [Advanced Config](https://docs.clarifai.com/docs/create/models/templates/custom): Learn how to create your own custom deep fine-tuned template
- [Text Fine-Tuning Templates](https://docs.clarifai.com/docs/create/models/templates/text): Learn about our text fine-tuning templates
- [Visual Classification Templates](https://docs.clarifai.com/docs/create/models/templates/visual-classification): Learn about our visual classification templates
- [Visual Detection Templates](https://docs.clarifai.com/docs/create/models/templates/visual-detection): Learn about our visual detection templates
- [Visual Embedding Templates](https://docs.clarifai.com/docs/create/models/templates/visual-embedding): Learn about our visual embedding templates
- [Visual Segmenter Templates](https://docs.clarifai.com/docs/create/models/templates/visual-segmentation): Learn about our visual segmenter templates
- [Transfer Learning](https://docs.clarifai.com/docs/create/models/transfer-learning/README): Build upon pre-existing knowledge, streamline the learning process for novel tasks
- [Text Classifier](https://docs.clarifai.com/docs/create/models/transfer-learning/text-classifier): Learn how to use transfer learning to create custom text classifier models
- [Visual Classifier](https://docs.clarifai.com/docs/create/models/transfer-learning/visual-classifier): Learn how to use transfer learning to create custom visual classifier model
- [Vector Search](https://docs.clarifai.com/docs/create/search/README): Leverage vector search capabilities to find similar items in a dataset
- [Search via the API](https://docs.clarifai.com/docs/create/search/api/README): Use vector search to find, sort, and filter what you need in your unstructured data
- [Combine or Negate](https://docs.clarifai.com/docs/create/search/api/combine-negate): Group or separate items in your search
- [Filter](https://docs.clarifai.com/docs/create/search/api/filter): Select a subset of your data based on useful filters.
- [Rank](https://docs.clarifai.com/docs/create/search/api/rank): Search your data based on concepts or visual similarity
- [Search via the UI](https://docs.clarifai.com/docs/create/search/ui/README): Use vector search to find, sort, and filter what you need in your unstructured data
- [Combine or Negate](https://docs.clarifai.com/docs/create/search/ui/combine-negate): Add or subtract items from your search query
- [Filter](https://docs.clarifai.com/docs/create/search/ui/filter): Reduce noise by filtering out unwanted data
- [Object Search](https://docs.clarifai.com/docs/create/search/ui/object): Use vector search to sort, rank, and retrieve annotated objects within images
- [Text Search](https://docs.clarifai.com/docs/create/search/ui/text-search): Use vector search to sort, rank, and retrieve texts
- [Image Search](https://docs.clarifai.com/docs/create/search/ui/visual): Use vector search to sort, rank, and retrieve images
- [Workflows](https://docs.clarifai.com/docs/create/workflows/README): Combine multiple models and perform complex operations with workflows
- [Base Workflows](https://docs.clarifai.com/docs/create/workflows/base-workflows): Index your data and provide your app with a default knowledge base
- [Create Workflows](https://docs.clarifai.com/docs/create/workflows/create): Create computational graphs that include one or more models
- [Workflows Examples](https://docs.clarifai.com/docs/create/workflows/examples/README): Learn how to build some common workflows on our platform
- [Auto-Annotation via API](https://docs.clarifai.com/docs/create/workflows/examples/auto-annotation-api): Use AI to help you build AI. Auto annotation uses your model predictions to label your training data.
- [Auto-Annotation via UI](https://docs.clarifai.com/docs/create/workflows/examples/auto-annotation-ui): Use AI to help you build AI. Auto annotation uses your model predictions to label your training data.
- [Custom KNN Face Classifier](https://docs.clarifai.com/docs/create/workflows/examples/knn-classifier): Use facial recognition to identify individual people.
- [Custom Prompter Model](https://docs.clarifai.com/docs/create/workflows/examples/prompter-model): Learn how to integrate a prompter model into an LLM workflow
- [YAML-based Examples](https://docs.clarifai.com/docs/create/workflows/examples/yaml): Simple examples of workflows defined in YAML
- [Workflow Inferences](https://docs.clarifai.com/docs/create/workflows/inference): Make predictions with your workflows
- [Manage Workflows](https://docs.clarifai.com/docs/create/workflows/manage): Manage workflows
- [Deploy Your First Model via UI](https://docs.clarifai.com/docs/getting-started/first-deployment): Set up your computing infrastructure easily and fast for inference
- [Quick Start With Playground](https://docs.clarifai.com/docs/getting-started/playground): Start running inferences in just a few simple steps
- [Quick Start With API](https://docs.clarifai.com/docs/getting-started/quickstart): Start quickly with Clarifai API in a few simple steps
- [Deploy Your First Model via CLI](https://docs.clarifai.com/docs/getting-started/upload-model): Deploy your first model to Clarifai cloud compute using the CLI
- [DSPy-Clarifai Integration](https://docs.clarifai.com/docs/integrations/DSPy/README): Learn about integrating Clarifai With DSPy
- [DSPy Modules & Signatures](https://docs.clarifai.com/docs/integrations/DSPy/modules-signatures): Some core modules built in DSPy are as follows,
- [Multistage RAG Pipeline With DSPy](https://docs.clarifai.com/docs/integrations/DSPy/multistage-dspy): import Tabs from '@theme/Tabs';
- [Building RAG with DSPy](https://docs.clarifai.com/docs/integrations/DSPy/rag-dspy): import Tabs from '@theme/Tabs';
- [Integrating Clarifai With Databricks](https://docs.clarifai.com/docs/integrations/databricks/README): Improve your data processing and analytics capabilities
- [Databricks-Connect Module](https://docs.clarifai.com/docs/integrations/databricks/databricks-connect): Use a no-code interface to move data across Databricks and Clarifai
- [Fetch Annotations](https://docs.clarifai.com/docs/integrations/databricks/fetch-annotations): Seamlessly retrieve annotations from Clarifai into Databricks
- [Fetch Data](https://docs.clarifai.com/docs/integrations/databricks/fetch-data): Seamlessly retrieve your data from Clarifai into Databricks
- [Upload Data](https://docs.clarifai.com/docs/integrations/databricks/upload-data): Seamlessly upload your data from Databricks into Clarifai
- [Integrating Clarifai With Embedchain](https://docs.clarifai.com/docs/integrations/embedchain/README): Learn how to use Clarifai models in Embedchain
- [Using Clarifai LLMs And Models In Embedchain](https://docs.clarifai.com/docs/integrations/embedchain/embedchain-tutorial): Using Clarifai models in Embedchain
- [Third-Party Integrations](https://docs.clarifai.com/docs/integrations): Integrate Clarifai with popular third-party tools and frameworks
- [Integrating Clarifai With LangChain](https://docs.clarifai.com/docs/integrations/langchain/README): Learn about integrating Clarifai With LangChain
- [LLM Models](https://docs.clarifai.com/docs/integrations/langchain/llm-models): Use LangChain to interact with Clarifai LLMs
- [Text Embeddings](https://docs.clarifai.com/docs/integrations/langchain/text-embeddings): Use Clarifai and LangChain to create text embeddings
- [Vector Store](https://docs.clarifai.com/docs/integrations/langchain/vector-store): Use Clarifai and LangChain to create a vector store and perform searches
- [Integrating Clarifai With LlamaIndex](https://docs.clarifai.com/docs/integrations/llamaindex/README): Learn about integrating Clarifai With LlamaIndex
- [LLM Models](https://docs.clarifai.com/docs/integrations/llamaindex/llm-models): Use LangChain to interact with Clarifai LLMs
- [Text Embeddings](https://docs.clarifai.com/docs/integrations/llamaindex/text-embeddings): Use Clarifai and LlamaIndex to create text embeddings
- [Integrating Unstructred.io with Clarifai](https://docs.clarifai.com/docs/integrations/unstructured/README): Learn how to use Unstructured along with Clarifai SDKs*
- [Data Ingestion Using Unstructured.io](https://docs.clarifai.com/docs/integrations/unstructured/data-ingestion): Unstructured.io provides a powerful platform for handling the ingestion of unstructured data. Central to this process are the source and destinatio...
- [Chat With Dropbox Using Unstructured.io](https://docs.clarifai.com/docs/integrations/unstructured/dropbox): import Tabs from '@theme/Tabs';
- [Use RAG With Unstructured.io](https://docs.clarifai.com/docs/integrations/unstructured/s3-rag): import Tabs from '@theme/Tabs';
- [Ingest Email Messages From Salesforce Using Unstructured.io](https://docs.clarifai.com/docs/integrations/unstructured/salesforce): Learn how to ingest email messages from Salesforce
- [Welcome](https://docs.clarifai.com/docs/introduction): Orchestrate and customize AI workloads on any infrastructure, at the scale you need
- [Clarifai Releases and Update Types](https://docs.clarifai.com/docs/product-updates/changelog/release-types): Learn about the different types of our releases
- [Release 10.0](https://docs.clarifai.com/docs/product-updates/changelog/release100): Changelog for Clarifai Release 10.0
- [Release 10.1](https://docs.clarifai.com/docs/product-updates/changelog/release101): Changelog for Clarifai Release 10.1
- [Release 10.10](https://docs.clarifai.com/docs/product-updates/changelog/release1010): Changelog for Clarifai Release 10.10
- [Release 10.11](https://docs.clarifai.com/docs/product-updates/changelog/release1011): Changelog for Clarifai Release 10.11
- [Release 10.2](https://docs.clarifai.com/docs/product-updates/changelog/release102): Changelog for Clarifai Release 10.2
- [Release 10.3](https://docs.clarifai.com/docs/product-updates/changelog/release103): Changelog for Clarifai Release 10.3
- [Release 10.4](https://docs.clarifai.com/docs/product-updates/changelog/release104): Changelog for Clarifai Release 10.4
- [Release 10.5](https://docs.clarifai.com/docs/product-updates/changelog/release105): Changelog for Clarifai Release 10.5
- [Release 10.6](https://docs.clarifai.com/docs/product-updates/changelog/release106): Changelog for Clarifai Release 10.6
- [Release 10.7](https://docs.clarifai.com/docs/product-updates/changelog/release107): Changelog for Clarifai Release 10.7
- [Release 10.8](https://docs.clarifai.com/docs/product-updates/changelog/release108): Changelog for Clarifai Release 10.8
- [Release 10.9](https://docs.clarifai.com/docs/product-updates/changelog/release109): Changelog for Clarifai Release 10.9
- [Release 11.0](https://docs.clarifai.com/docs/product-updates/changelog/release110): Changelog for Clarifai Release 11.0
- [Release 11.1](https://docs.clarifai.com/docs/product-updates/changelog/release111): Changelog for Clarifai Release 11.1
- [Release 11.10](https://docs.clarifai.com/docs/product-updates/changelog/release1110): Changelog for Clarifai Release 11.10
- [Release 11.11](https://docs.clarifai.com/docs/product-updates/changelog/release1111): Changelog for Clarifai Release 11.11
- [Release 11.2](https://docs.clarifai.com/docs/product-updates/changelog/release112): Changelog for Clarifai Release 11.2
- [Release 11.3](https://docs.clarifai.com/docs/product-updates/changelog/release113): Changelog for Clarifai Release 11.3
- [Release 11.4](https://docs.clarifai.com/docs/product-updates/changelog/release114): Changelog for Clarifai Release 11.4
- [Release 11.5](https://docs.clarifai.com/docs/product-updates/changelog/release115): Changelog for Clarifai Release 11.5
- [Release 11.6](https://docs.clarifai.com/docs/product-updates/changelog/release116): Changelog for Clarifai Release 11.6
- [Release 11.7](https://docs.clarifai.com/docs/product-updates/changelog/release117): Changelog for Clarifai Release 11.7
- [Release 11.8](https://docs.clarifai.com/docs/product-updates/changelog/release118): Changelog for Clarifai Release 11.8
- [Release 11.9](https://docs.clarifai.com/docs/product-updates/changelog/release119): Changelog for Clarifai Release 11.9
- [Release 12.0](https://docs.clarifai.com/docs/product-updates/changelog/release120): Changelog for Clarifai Release 12.0
- [Release 12.1](https://docs.clarifai.com/docs/product-updates/changelog/release121): Changelog for Clarifai Release 12.1
- [Release 12.2](https://docs.clarifai.com/docs/product-updates/changelog/release122): Changelog for Clarifai Release 12.2
- [Release 12.3](https://docs.clarifai.com/docs/product-updates/changelog/release123): Changelog for Clarifai Release 12.3
- [Release 5.10](https://docs.clarifai.com/docs/product-updates/changelog/release510): Changelog for Clarifai Release 5.10
- [Release 5.11](https://docs.clarifai.com/docs/product-updates/changelog/release511): Changelog for Clarifai Release 5.11
- [Release 6.0](https://docs.clarifai.com/docs/product-updates/changelog/release60): Changelog for Clarifai Release 6.0
- [Release 6.1](https://docs.clarifai.com/docs/product-updates/changelog/release61): Changelog for Clarifai Release 6.1
- [Release 6.10](https://docs.clarifai.com/docs/product-updates/changelog/release610): Changelog for Clarifai Release 6.10
- [Release 6.11](https://docs.clarifai.com/docs/product-updates/changelog/release611): Changelog for Clarifai Release 6.11
- [Release 6.2](https://docs.clarifai.com/docs/product-updates/changelog/release62): Changelog for Clarifai Release 6.2
- [Release 6.3](https://docs.clarifai.com/docs/product-updates/changelog/release63): Changelog for Clarifai Release 6.3
- [Release 6.4](https://docs.clarifai.com/docs/product-updates/changelog/release64): Changelog for Clarifai Release 6.4
- [Release 6.5](https://docs.clarifai.com/docs/product-updates/changelog/release65): Changelog for Clarifai Release 6.5
- [Release 6.6](https://docs.clarifai.com/docs/product-updates/changelog/release66): Changelog for Clarifai Release 6.6
- [Release 6.7](https://docs.clarifai.com/docs/product-updates/changelog/release67): Changelog for Clarifai Release 6.7
- [Release 6.8](https://docs.clarifai.com/docs/product-updates/changelog/release68): Changelog for Clarifai Release 6.8
- [Release 6.9](https://docs.clarifai.com/docs/product-updates/changelog/release69): Changelog for Clarifai Release 6.9
- [Release 7.0](https://docs.clarifai.com/docs/product-updates/changelog/release70): Changelog for Clarifai Release 7.0
- [Release 7.1](https://docs.clarifai.com/docs/product-updates/changelog/release71): Changelog for Clarifai Release 7.1
- [Release 7.10](https://docs.clarifai.com/docs/product-updates/changelog/release710): Changelog for Clarifai Release 7.10
- [Release 7.11](https://docs.clarifai.com/docs/product-updates/changelog/release711): Changelog for Clarifai Release 7.11
- [Release 7.2](https://docs.clarifai.com/docs/product-updates/changelog/release72): Changelog for Clarifai Release 7.2
- [Release 7.3](https://docs.clarifai.com/docs/product-updates/changelog/release73): Changelog for Clarifai Release 7.3
- [Release 7.4](https://docs.clarifai.com/docs/product-updates/changelog/release74): Changelog for Clarifai Release 7.4
- [Release 7.5](https://docs.clarifai.com/docs/product-updates/changelog/release75): Changelog for Clarifai Release 7.5
- [Release 7.6](https://docs.clarifai.com/docs/product-updates/changelog/release76): Changelog for Clarifai Release 7.6
- [Release 7.7](https://docs.clarifai.com/docs/product-updates/changelog/release77): Changelog for Clarifai Release 7.7
- [Release 7.8](https://docs.clarifai.com/docs/product-updates/changelog/release78): Changelog for Clarifai Release 7.8
- [Release 7.9](https://docs.clarifai.com/docs/product-updates/changelog/release79): Changelog for Clarifai Release 7.9
- [Release 8.0](https://docs.clarifai.com/docs/product-updates/changelog/release80): Changelog for Clarifai Release 8.0
- [Release 8.1](https://docs.clarifai.com/docs/product-updates/changelog/release81): Changelog for Clarifai Release 8.1
- [Release 8.10](https://docs.clarifai.com/docs/product-updates/changelog/release810): Changelog for Clarifai Release 8.10
- [Release 8.11](https://docs.clarifai.com/docs/product-updates/changelog/release811): Changelog for Clarifai Release 8.11
- [Release 8.2](https://docs.clarifai.com/docs/product-updates/changelog/release82): Changelog for Clarifai Release 8.2
- [Release 8.3](https://docs.clarifai.com/docs/product-updates/changelog/release83): Changelog for Clarifai Release 8.3
- [Release 8.4](https://docs.clarifai.com/docs/product-updates/changelog/release84): Changelog for Clarifai Release 8.4
- [Release 8.5](https://docs.clarifai.com/docs/product-updates/changelog/release85): Changelog for Clarifai Release 8.5
- [Release 8.6](https://docs.clarifai.com/docs/product-updates/changelog/release86): Changelog for Clarifai Release 8.6
- [Release 8.7](https://docs.clarifai.com/docs/product-updates/changelog/release87): Changelog for Clarifai Release 8.7
- [Release 8.8](https://docs.clarifai.com/docs/product-updates/changelog/release88): Changelog for Clarifai Release 8.8
- [Release 8.9](https://docs.clarifai.com/docs/product-updates/changelog/release89): Changelog for Clarifai Release 8.9
- [Release 9.0](https://docs.clarifai.com/docs/product-updates/changelog/release90): Changelog for Clarifai Release 9.0
- [Release 9.1](https://docs.clarifai.com/docs/product-updates/changelog/release91): Changelog for Clarifai Release 9.1
- [Release 9.10](https://docs.clarifai.com/docs/product-updates/changelog/release910): Changelog for Clarifai Release 9.10
- [Release 9.11](https://docs.clarifai.com/docs/product-updates/changelog/release911): Changelog for Clarifai Release 9.11
- [Release 9.2](https://docs.clarifai.com/docs/product-updates/changelog/release92): Changelog for Clarifai Release 9.2
- [Release 9.3](https://docs.clarifai.com/docs/product-updates/changelog/release93): Changelog for Clarifai Release 9.3
- [Release 9.4](https://docs.clarifai.com/docs/product-updates/changelog/release94): Changelog for Clarifai Release 9.4
- [Release 9.5](https://docs.clarifai.com/docs/product-updates/changelog/release95): Changelog for Clarifai Release 9.5
- [Release 9.6](https://docs.clarifai.com/docs/product-updates/changelog/release96): Changelog for Clarifai Release 9.6
- [Release 9.7](https://docs.clarifai.com/docs/product-updates/changelog/release97): Changelog for Clarifai Release 9.7
- [Release 9.8](https://docs.clarifai.com/docs/product-updates/changelog/release98): Changelog for Clarifai Release 9.8
- [Release 9.9](https://docs.clarifai.com/docs/product-updates/changelog/release99): Changelog for Clarifai Release 9.9
- [Upcoming Platform Changes](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/README): Learn about scheduled changes to the Clarifai platform
- [Deprecation of `closed_environment` in favor of `enrich_dataset`](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/closed-environment): Learn about deprecation of `closed_environment`
- [Decommissioning Legacy Models](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/decommission-legacy-models): Learn about the models we'll decommission
- [Updates to Model and Model Version Endpoints](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/model-version-endpoints): Learn about updates to model and model version endpoints
- [Other Previous Completed Changes](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/other-previous-changes): Learn about other previous completed changes
- [Changes to Use of PATs and API Keys](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/pat-api-keys): Learn about breaking changes to the use of PATs and API keys
- [Changes to PostModelOutputs and PostWorkflowResults Responses](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/postmodeloutputs-responses): Learn about changes to PostModelOutputs and PostWorkflowResults responses
- [Enabling Secure Data Hosting](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/secure-data-hosting): Learn about how to use SDH to download inputs securely
- [Changes to Workflow Builder Model IDs](https://docs.clarifai.com/docs/product-updates/upcoming-api-changes/workflow-builder-ids): Learn about changes to the workflow builder model IDs
- [Clarifai API Overview](https://docs.clarifai.com/docs/resources/api-overview/README): The Clarifai API helps you incorporate powerful AI technology in your application
- [API Outputs](https://docs.clarifai.com/docs/resources/api-overview/api-outputs): Understand Clarifai’s API responses
- [Clarifai CLI](https://docs.clarifai.com/docs/resources/api-overview/cli): Learn how to use the Clarifai Command Line Interface (CLI)
- [gRPC API Clients](https://docs.clarifai.com/docs/resources/api-overview/grpc-clients): Clarifai API provides gRPC clients in the most popular languages
- [Node.js SDK](https://docs.clarifai.com/docs/resources/api-overview/nodejs-sdk): Discover the power of the Node.js SDK
- [Pagination](https://docs.clarifai.com/docs/resources/api-overview/pagination): Learn how to paginate your GET or POST requests
- [Python SDK](https://docs.clarifai.com/docs/resources/api-overview/python-sdk): Discover the power of the Python SDK
- [Rate Limits](https://docs.clarifai.com/docs/resources/api-overview/rate-limits): Learn about our API rate limits
- [Status Codes](https://docs.clarifai.com/docs/resources/api-overview/status-codes): Understand Clarifai error codes
- [API References](https://docs.clarifai.com/docs/resources/api-references/README): Learn about our API references
- [Node.js API Reference](https://docs.clarifai.com/docs/resources/api-references/node): Clarifai Node.js API Reference
- [Postman](https://docs.clarifai.com/docs/resources/api-references/postman): Learn how to use Postman with Clarifai APIs
- [Python API Reference](https://docs.clarifai.com/docs/resources/api-references/python): Clarifai Python SDK API Reference
- [Complementary Topics](https://docs.clarifai.com/docs/resources/complementary-topics/README): Learn about advanced capabilities in our platform
- [Batch Predict CSV on Custom Text Model](https://docs.clarifai.com/docs/resources/complementary-topics/batch-predict-csv): Enjoy the convenience of working with CSV files and text.
- [Import Data with CSV and TSV Files](https://docs.clarifai.com/docs/resources/complementary-topics/csv-tsv): Enjoy the convenience of working with spreadsheet data
- [Intelligent Document Processing](https://docs.clarifai.com/docs/resources/complementary-topics/intelligent-document-processing): Capture information from an organization's form that are stored as PDF documents
- [Patching](https://docs.clarifai.com/docs/resources/complementary-topics/patching): Patch data in your applications.
- [Build RAG Apps](https://docs.clarifai.com/docs/resources/complementary-topics/rag): Learn how to use the Clarifai SDKs
- [Data Utils](https://docs.clarifai.com/docs/resources/data-utils/README): Learn how to use the Clarifai Data Utils library
- [Image Annotation Loader](https://docs.clarifai.com/docs/resources/data-utils/image-annotation-loader): Load existing annotated image datasets and convert between supported formats
- [Data Ingestion Pipelines](https://docs.clarifai.com/docs/resources/data-utils/ingestion-pipelines): Pre-process and ingest diverse data formats, including images and text-based documents
- [General AI Glossary](https://docs.clarifai.com/docs/resources/glossary/README): A Glossary of General AI Terms for Using the Clarifai Platform Effectively
- [Generative AI Glossary](https://docs.clarifai.com/docs/resources/glossary/generative-ai): A Glossary of Generative AI Terms for Using the Clarifai Platform Effectively
- [Clarifai Platform Overview](https://docs.clarifai.com/docs/resources/platform/README): Your platform for the entire AI lifecycle
- [Data Privacy and Security](https://docs.clarifai.com/docs/resources/privacy-security): Learn how we secure and handle your data
- [Python SDK Notebook Examples](https://docs.clarifai.com/docs/resources/sdk-examples): Learn how to use the Clarifai SDKs
- [Additional Tips](https://docs.clarifai.com/docs/resources/tips): Enhance your implementation with Clarifai
- [Troubleshooting](https://docs.clarifai.com/docs/resources/troubleshooting): Common issues and solutions