# Epsilla ## Epsilla - [Welcome](https://epsilla-inc.gitbook.io/epsilladb/readme.md) - [Register and Login](https://epsilla-inc.gitbook.io/epsilladb/readme/register-and-login.md) - [Explore App Portal](https://epsilla-inc.gitbook.io/epsilladb/readme/explore-app-portal.md) - [Build Your First AI Agent](https://epsilla-inc.gitbook.io/epsilladb/build-your-first-ai-agent.md) - [Create a Knowledge Base](https://epsilla-inc.gitbook.io/epsilladb/build-your-first-ai-agent/create-a-knowledge-base.md) - [Set Up Your AI Agent](https://epsilla-inc.gitbook.io/epsilladb/build-your-first-ai-agent/set-up-your-ai-agent.md) - [Publish Your AI Agent](https://epsilla-inc.gitbook.io/epsilladb/build-your-first-ai-agent/publish-your-ai-agent.md) - [Knowledge Base](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base.md) - [Local Files](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/local-files.md) - [Website](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/website.md) - [Google Drive](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/google-drive.md) - [S3](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/s3.md) - [Notion](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/notion.md) - [Share Point](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/share-point.md) - [Google Cloud Storage](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/google-cloud-storage.md) - [Azure Blob Storage](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/azure-blob-storage.md) - [Confluence](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/confluence.md) - [Jira](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/jira.md) - [Advanced Settings](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings.md) - [Auto Sync](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/auto-sync.md) - [Embedding](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/embedding.md) - [Data Parsing](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/data-parsing.md) - [Data Chunking](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/data-chunking.md) - [Hypothetical Questions](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/hypothetical-questions.md) - [Webhook](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/webhook.md) - [Meta Data](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/advanced-settings/meta-data.md) - [Data Storage](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/data-storage.md) - [Programmatically Manage Knowledge Bases](https://epsilla-inc.gitbook.io/epsilladb/knowledge-base/programmatically-manage-knowledge-bases.md) - [Application](https://epsilla-inc.gitbook.io/epsilladb/application.md) - [Create New AI Agent](https://epsilla-inc.gitbook.io/epsilladb/application/create-new-ai-agent.md) - [Basic Chat Agent Config](https://epsilla-inc.gitbook.io/epsilladb/application/basic-chat-agent-config.md) - [Basic Smart Search Agent Config](https://epsilla-inc.gitbook.io/epsilladb/application/basic-smart-search-agent-config.md) - [Advanced Workflow Customization](https://epsilla-inc.gitbook.io/epsilladb/application/advanced-workflow-customization.md) - [Version Control](https://epsilla-inc.gitbook.io/epsilladb/application/version-control.md) - [Publish and Deployment](https://epsilla-inc.gitbook.io/epsilladb/application/publish-and-deployment.md) - [MCP](https://epsilla-inc.gitbook.io/epsilladb/application/mcp.md) - [User Engagement Analytics](https://epsilla-inc.gitbook.io/epsilladb/application/user-engagement-analytics.md) - [Evaluation](https://epsilla-inc.gitbook.io/epsilladb/evaluation.md) - [Create New Evaluation](https://epsilla-inc.gitbook.io/epsilladb/evaluation/create-new-evaluation.md) - [Run Evaluation](https://epsilla-inc.gitbook.io/epsilladb/evaluation/run-evaluation.md) - [Evaluation Run History](https://epsilla-inc.gitbook.io/epsilladb/evaluation/evaluation-run-history.md) - [Integration](https://epsilla-inc.gitbook.io/epsilladb/integration.md) - [Team Member Management](https://epsilla-inc.gitbook.io/epsilladb/team-member-management.md) - [Project Management](https://epsilla-inc.gitbook.io/epsilladb/project-management.md) - [Billing Management](https://epsilla-inc.gitbook.io/epsilladb/billing-management.md) - [Release Notes](https://epsilla-inc.gitbook.io/epsilladb/release-notes.md) - [Overview](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/readme-1.md) - [Quick Start](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/quick-start.md) - [Run with Docker](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/quick-start/quick-start.md): You can locally deploy the open-source Epsilla vector database by using its Docker image. - [Epsilla Cloud](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/quick-start/epsilla-cloud.md): Get your cloud hosted Epsilla vector database up and running within 1 minute. - [User Manual](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual.md) - [Connect to a database](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/connect-to-a-database.md): In Epsilla, the data are organized as databases. A database is consisted of multiple tables. - [Create a new table](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/create-a-new-table.md): In Epsilla, you can have multiple tables in a database. A table has its name, and multiple fields. Each field has its name, data type, and specific configurations. - [Drop a table](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/api-reference.md) - [Delete a database](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/delete-a-database.md) - [Insert records](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/insert-records.md): Each table can hold multiple records. - [Upsert records](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/upsert-records.md): In addition to insert, Epsilla also provides an upsert API for easy data updates. - [Search the top K semantically similar records](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/search-the-top-k-semantically-similar-records.md) - [Retrieve records (with filters and pagination)](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/retrieve-records-with-filters-and-pagination.md) - [Delete records](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/api-reference-1.md) - [Performance Tuning](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/user-manual/performance-tuning.md) - [Advanced Topics](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/advanced-topics.md) - [Embeddings](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/advanced-topics/embeddings.md) - [Dense vector vs. sparse vector](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/advanced-topics/dense-vector-vs.-sparse-vector.md): This page provides an overview of dense and sparse vectors in the context of Epsilla vector database, outlining their use cases, advantages, and disadvantages. - [Hybrid Search](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/advanced-topics/hybrid-search.md) - [Integrations](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations.md) - [OpenAI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/openai.md) - [Mistral AI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/mistral-ai.md) - [Jina AI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/jina-ai.md) - [Voyage AI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/voyage-ai.md) - [Mixedbread AI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/mixedbread-ai.md) - [Nomic AI](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/integrations/nomic-ai.md) - [Roadmap](https://epsilla-inc.gitbook.io/epsilladb/epsilla-vector-database/roadmap.md)