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Integrate your own documents, or knowledge to deliver grounded, brand-specific conversations. Agents can dynamically reference multiple resources, ensuring accuracy, consistency, and contextual knowledge. With Knowledge Base integration, every answer is context-aware, brand-true, and rooted in your company’s knowledge-not generic guesses. We support two modes or interaction with Knowledge Base’s while the agent responds,
  1. Traditional rag mode; where each user query is searched against the knowledge base.
  2. agentic mode; here the LLM takes a decision to search each knowledge base depending on the user query.

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Getting Started

Documents and websites are indexed and made available to agents using the Knowledge Base component, simply create a knowledge base, upload your documents and tag it with the agents.
Knowledge Base creation and management can be performed using the API’s or our Developer Platform.
1

Step 1 - Create new Knowledge Base

curl --request POST \
  --url https://api.trugen.ai/v1/knowledgebase \
  --header 'Content-Type: multipart/form-data' \
  --header 'x-api-key: <api-key>' \
  --form 'name=Sample Knowledge Base' \
  --form 'description=A simple test knowledge base' \
  --form is_active=true \
  --form input='@example-file' \
  --form 'text=Sample file text'
Replace <api-key> with your actual API key generated from our Portal.
  • Our API supports several different formats and knowledge sources to be indexed and created as knowledge base. Supported Documents format: .pdf, .docx, .txt and .html
  • You can also add raw text input as knowledge.
  • You can also add a website URL; that can be scrapped and indexed into the knowledge base.
{
  "id": "5273e435-3cbb-4a11-9ea9-2c150ba19009",
  "message": "Knowledge Base created successfully"
}
2

Step 2 - Create/Edit Agent to add Knowledge Base

Use the Create/Update Agent API to programmatically attach 1 or more Knowledge Base to your agent.
Replace <api-key> with your actual API key generated from our Portal.
curl --request POST \
  --url https://api.trugen.ai/v1/agent/api \
  --header 'Content-Type: application/json' \
  --header 'x-api-key: <api-key>' \
  --data '{
  "avatar_ids": [
    "ava_ae61c9e28b",
    "ava_ed3a666dc5"
  ],
  "name": "New Agent",
  "system_prompt": "You are a helpful assistant",
  "email": "test@test.com",
  "config": {
    "timeout": 240
  },
  "is_active": true,
  "knowledge_base": [
    {
      "id": "5273e435-3cbb-4a11-9ea9-2c150ba19009",
      "name": "Sample Knowledge Base"
    }
  ],
  "record": true,
}'
  • You can attach more than 1 more knowledge base to the agent by simply adding them to the knowledge_base array in the request.
3

Step 3 - Start a conversation

Any conversation from this point on with this agent will leverage the Knowledge Base(s) attached.

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Know More

Our API References sections have several endpoints to create and manage Knowledge Base.

Knowledge Base - API Reference

Explore full set of supported APIs to create and manage Knowledge Base.