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run-llama / create-llama

The easiest way to get started with LlamaIndex
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feat: Add llama-agent template #150

Closed leehuwuj closed 3 months ago

leehuwuj commented 3 months ago

Summary by CodeRabbit

changeset-bot[bot] commented 3 months ago

🦋 Changeset detected

Latest commit: e5faddbc864c01d62b39f2f7ea685a88635f13fe

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 1 package | Name | Type | | ------------ | ----- | | create-llama | Patch |

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coderabbitai[bot] commented 3 months ago

Walkthrough

The changes introduce new functionalities for a FastAPI application that leverages multiple AI models by integrating initialization functions for various model providers, settings configurations, utility functions, and server launchers. It particularly focuses on setting up a robust system for managing model configurations using environment variables, handling message queues, and initializing agents for querying and task management. This update also includes a README template, dependency updates, and conditional logic for setting up project environments.

Changes

Files/Paths Change Summary
templates/types/multiagent/fastapi/app/settings.py Introduced functions for initializing settings based on different model providers and added chunk settings.
templates/types/multiagent/fastapi/app/utils.py Added a function to load environment variables with error handling.
templates/types/multiagent/fastapi/main.py Initialized agents and launched servers using ServerLauncher.
templates/types/multiagent/fastapi/pyproject.toml Included dependencies for llama agents and OpenAI, and specified a script entry point.
helpers/env-variables.ts, helpers/index.ts, helpers/python.ts Added functions to handle new template environment variables and updated parameters in existing functions.
helpers/types.ts Expanded TemplateType to include "multiagent".
questions.ts Added conditional logic for handling questions based on the "multiagent" template.
templates/types/multiagent/fastapi/README-template.md Introduced a README template for a FastAPI project with multi-agent support.
templates/types/multiagent/fastapi/app/core/control_plane.py Set up a control plane server with message queue and agent orchestrator configurations.
templates/types/multiagent/fastapi/app/core/message_queue.py Initialized a SimpleMessageQueue with configurations for host and port.
templates/types/multiagent/fastapi/app/core/task_result.py Introduced TaskResultService for handling task results and message processing.
templates/types/multiagent/fastapi/app/agents/dummy/agent.py Added a dummy agent for initial setup and testing purposes.
templates/types/multiagent/fastapi/app/agents/query_engine/agent.py Added functions to initialize a query engine agent service.
templates/components/settings/python/llmhub.py Introduced functionality for configuring and initializing an OpenAI-like model and embedding model.
templates/components/settings/python/settings.py Updated to include init_llmhub for the "t-systems" case.

Poem

In rows of code, the agents bloom,
Configurations set, they sweep the room.
From OpenAI to Groq they span,
FastAPI rides the dreamy plan.
A rabbit gleams at what's now set,
The multi-agents play, without a fret.
Hopping through the fields of change, 🌾
Embracing every new code range. 🐇✨

[!TIP]

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