AI Agent Knowledge Retrieval & Summarization Workflow
Quickly retrieve and summarize knowledge base content for AI agent development, boosting answer quality and response speed.
Receive user query {query}, search {knowledge_base_url} for relevant content, and return a summary in {output_format}.Variable Dictionary (fill in your AI tool)
This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.
{query}User's input query
Filling hint: replace this with your real business context.
{knowledge_base_url}API endpoint or file path of the knowledge base
Filling hint: replace this with your real business context.
{output_format}Desired output format, e.g., plain_text, markdown, or json
Filling hint: replace this with your real business context.
Quick Variable Filler (Optional)
Fill variables below to generate a ready-to-run prompt in your browser.
{query}User's input query
{knowledge_base_url}API endpoint or file path of the knowledge base
{output_format}Desired output format, e.g., plain_text, markdown, or json
Generated Prompt Preview
Receive user query {query}, search {knowledge_base_url} for relevant content, and return a summary in {output_format}.How to Use This Template
Best for
Teams that need faster operations output with more stable prompt quality.
Problem it solves
Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.
Steps
- Copy the template prompt.
- Paste it into your AI tool (Coze / Dify / ChatGPT).
- Replace placeholder variables using the dictionary above.
- Run and refine constraints based on output quality.
Not ideal when
You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.
Success Case
Boundary Case
What to Try Next
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Workflow Steps
1. Receive and validate {query}, ensuring it is non-empty and <= 500 characters.
2. Call the knowledge base search API with {query} to retrieve related documents.
3. Aggregate and summarize the retrieved results, extracting key points.
4. Format the final answer in {output_format} and return to the user.
Constraints
- Query exceeds 500 characters
- Knowledge base API is down
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Operations