Inception FAQs

Question 1

How can Inception improve my workflow?

Accepted Answer

Inception streamlines workflows by enabling parallel processing of tasks and efficient delegation of responsibilities to other LLMs. This speeds up complex operations and enhances accuracy by leveraging multiple LLM models.

Question 2

What is Inception?

Accepted Answer

Inception is a tool that allows you to delegate tasks to other LLMs by calling another MCP client from your existing MCP client. Think of it as an agent for your agent, enabling complex task orchestration.

Question 3

What is 'execute_map_reduce_mcp_client' used for?

Accepted Answer

The 'execute_map_reduce_mcp_client' tool processes multiple items in parallel, then sequentially reduces the results to a single output. For instance, you can analyze multiple documents and synthesize key insights into a summary.

Question 4

What are the key features of Inception?

Accepted Answer

Inception features include offloading context windows to other LLMs, delegating tasks to separate MCP clients, parallel execution of tasks, map-reduce execution of tasks, and the ability to query separate LLMs and return only the final answer.

Question 5

What is needed to install Inception?

Accepted Answer

You will need to install mcp-client-cli and configure the mcp servers in `~/.llm/config.json`. Also a bash file needs to be created that activates the venv and executes the `llm` executable

Inception

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