> ## Documentation Index
> Fetch the complete documentation index at: https://docs.co-mind.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

The co-mind.ai — Private AI Platform provides enterprise-grade access to multiple AI models through a unified, OpenAI-compatible API. Deploy on your own infrastructure with full data sovereignty.

## Key Features

<CardGroup cols={2}>
  <Card title="Multimodal Support" icon="layer-group">
    Process text, images, and audio inputs through a single API.
  </Card>

  <Card title="OpenAI Compatibility" icon="plug">
    Drop-in replacement for OpenAI API endpoints — use existing SDKs and tools.
  </Card>

  <Card title="Multiple AI Backends" icon="server">
    Access vLLM, Ollama, llama.cpp, SambaNova, and more through one interface.
  </Card>

  <Card title="Real-time Streaming" icon="bolt">
    Stream responses via Server-Sent Events for better user experience.
  </Card>

  <Card title="Function/Tool Calling" icon="wrench">
    Extend AI capabilities with custom tools and function calls.
  </Card>

  <Card title="Security Sanitizer" icon="shield-halved">
    Built-in injection/jailbreak detection, PII redaction, and configurable policies.
  </Card>
</CardGroup>

## Platform Services

### Core AI

| Service              | Description                                                     |
| -------------------- | --------------------------------------------------------------- |
| **Chat Completions** | OpenAI-compatible chat with streaming, vision, and tool calling |
| **Text Completions** | Prompt-based text generation                                    |
| **Embeddings**       | Vector embeddings for semantic search and similarity            |

### Knowledge Base (RAG)

| Service               | Description                                                 |
| --------------------- | ----------------------------------------------------------- |
| **Knowledge Bases**   | Upload and manage document collections                      |
| **Stateless Chat**    | Chat with knowledge bases — you manage conversation history |
| **Stateful Sessions** | Server-managed conversation history with KB context         |
| **Context Retrieval** | Query KBs directly for relevant document chunks             |

### Echo Engine (Audio)

| Service                  | Description                                                        |
| ------------------------ | ------------------------------------------------------------------ |
| **Transcription (STT)**  | Synchronous and async audio transcription with speaker diarization |
| **Text-to-Speech (TTS)** | Convert text to speech with multiple voices and languages          |
| **Recordings**           | Manage audio recording metadata and link to transcription jobs     |

### Research & Analysis

| Service               | Description                                                                         |
| --------------------- | ----------------------------------------------------------------------------------- |
| **Researcher**        | Multi-provider web search, content scraping, deep research with iterative reasoning |
| **Document Analyzer** | Extract structured data from documents with human-in-the-loop review                |
| **Grant Proposals**   | AI-assisted grant proposal generation                                               |

### Administration

| Service                   | Description                                             |
| ------------------------- | ------------------------------------------------------- |
| **Tenant Management**     | Multi-tenant isolation with sub-organizations           |
| **Directory Integration** | LDAP/Active Directory and Microsoft Entra ID (Azure AD) |
| **Security Sanitizer**    | Configurable content safety policies                    |
| **Audit Logs**            | Comprehensive audit trail with filters and aggregation  |

## Supported Models

The platform is model-agnostic — deploy and serve any model through the supported backends. There are no restrictions on which models you can use.

### Supported Backends

| Backend       | Description                                    | Example Models                                                 |
| ------------- | ---------------------------------------------- | -------------------------------------------------------------- |
| **vLLM**      | High-performance GPU inference                 | Llama, Falcon, Qwen, Mistral, Gemma, and any HuggingFace model |
| **Ollama**    | Local model server                             | Any model from the Ollama library                              |
| **llama.cpp** | CPU/GPU inference with GGUF models             | Any GGUF-format model                                          |
| **Infercom**  | EU sovereign AI inference (SambaNova hardware) | Llama, DeepSeek, Qwen, and other hosted models                 |
| **OpenAI**    | OpenAI API passthrough                         | GPT-4o, GPT-4, GPT-3.5, and all OpenAI models                  |
| **Anthropic** | Anthropic API passthrough                      | Claude 4, Claude 3.5, and all Anthropic models                 |

<Info>
  Use `GET /v1/models` to list all available models on your instance and `GET /v1/capabilities` to check which features each backend supports.
</Info>

## Base URL

Your specific API endpoint URL will be provided with your credentials. The general format is:

```
https://your-comind-instance.example.com
```

All API endpoints are prefixed with `/v1/`.

## Next Steps

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/guides/quickstart">
    Make your first API call in minutes.
  </Card>

  <Card title="Authentication" icon="key" href="/guides/authentication">
    Set up JWT or PAT authentication.
  </Card>
</CardGroup>