Overview

Local AI assistant for software teams at a crypto HFT fund.

Client or target audience

Software engineering teams.

The challenge

Vast, poorly documented and rapidly growing documented codebases in Python and Go slow onboarding and routine tasks.

Our solution

A fully local copilot stores codebase AST as memory, generates code via multi-agent workflows, and integrates as an IDE extension and Slack bot. Uses LlamaIndex and Neo4j, DeepSeek-Coder and vLLM

Results

A fully local copilot stores codebase AST as memory, generates code via multi-agent workflows, and integrates as an IDE extension and Slack bot. Uses LlamaIndex and Neo4j.

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