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Caution Review failedThe pull request is closed. WalkthroughThis update increments the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant Agents (API)
participant ResearchAgent
participant SummariseAgent
User->>Agents (API): POST /agents with query
Agents (API)->>ResearchAgent: Assign research task (e.g., search "AI 2024")
ResearchAgent->>ResearchAgent: Perform internet search
ResearchAgent-->>Agents (API): Return findings
Agents (API)->>SummariseAgent: Assign summarization of findings
SummariseAgent-->>Agents (API): Return summary points
Agents (API)-->>User: Respond with summarized answer
sequenceDiagram
participant User
participant AgentsGroup1 (API)
participant AgentsGroup2 (API)
participant ResearchAgent
participant SummariseAgent
User->>AgentsGroup1 (API): POST /agents
AgentsGroup1 (API)->>ResearchAgent: Research
ResearchAgent-->>AgentsGroup1 (API): Findings
AgentsGroup1 (API)->>SummariseAgent: Summarize
SummariseAgent-->>AgentsGroup1 (API): Summary
AgentsGroup1 (API)-->>User: Respond
User->>AgentsGroup2 (API): POST /agents2
AgentsGroup2 (API)->>ResearchAgent: Research
ResearchAgent-->>AgentsGroup2 (API): Findings
AgentsGroup2 (API)-->>User: Respond
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Hello @MervinPraison, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
Summary of Changes
This pull request focuses on enabling the deployment of multi-agent systems as APIs within the PraisonAI framework. It includes updates to Dockerfiles, documentation, and core agent logic to facilitate this functionality. The primary goal is to allow users to easily expose their multi-agent systems as RESTful APIs for integration with other applications and services. The changes involve updating the praisonai dependency to version 2.1.5, adding a new documentation page for multi-agent deployment, and modifying the agent launching mechanism to support multiple agents and ports.
Highlights
- Multi-Agent API Deployment: Introduces the ability to deploy PraisonAI multi-agent systems as RESTful APIs, allowing for seamless integration with various applications and services.
- Documentation for Multi-Agent Deployment: Adds a new documentation page (
docs/deploy/multi-agents-deploy.mdx) that provides a comprehensive guide on deploying multi-agent systems as APIs, including quick start instructions, API request examples, and production deployment options. - Agent Launching Mechanism: Modifies the agent launching mechanism to support multiple agents and ports, enabling the deployment of multiple agent groups or independent agents on the same server.
- Dependency Update: Updates the
praisonaidependency to version2.1.5in various Dockerfiles, documentation, and the corepyproject.tomlfile.
Changelog
Click here to see the changelog
- docker/Dockerfile
- Updated
praisonaidependency to version2.1.5.
- Updated
- docker/Dockerfile.chat
- Updated
praisonaidependency to version2.1.5.
- Updated
- docker/Dockerfile.dev
- Updated
praisonaidependency to version2.1.5.
- Updated
- docker/Dockerfile.ui
- Updated
praisonaidependency to version2.1.5.
- Updated
- docs/api/praisonai/deploy.html
- Updated
praisonaidependency to version2.1.5in the Dockerfile example.
- Updated
- docs/deploy/multi-agents-deploy.mdx
- Added a new documentation page providing a guide on deploying multi-agent systems as APIs.
- docs/developers/local-development.mdx
- Updated
praisonaidependency to version2.1.5.
- Updated
- docs/mint.json
- Added
deploy/multi-agents-deployto the deploy group.
- Added
- docs/ui/chat.mdx
- Updated
praisonaidependency to version2.1.5.
- Updated
- docs/ui/code.mdx
- Updated
praisonaidependency to version2.1.5.
- Updated
- examples/api/multi-agents-api.py
- Added an example script demonstrating how to deploy a multi-agent system as an API.
- examples/api/multi-agents-group-api.py
- Added an example script demonstrating how to deploy multiple agent groups on the same server.
- praisonai/deploy.py
- Updated
praisonaidependency to version2.1.5in the Dockerfile creation function.
- Updated
- pyproject.toml
- Updated
PraisonAIversion to2.1.5. - Updated
praisonaiagentsdependency to version0.0.81.
- Updated
- src/praisonai-agents/praisonaiagents/agent/agent.py
- Modified global variables for API server to support multiple ports.
- Modified agent launching mechanism to support multiple agents and ports.
- Updated the FastAPI app initialization to be port-specific.
- Added healthcheck endpoint
- Added root endpoint with welcome message
- src/praisonai-agents/pyproject.toml
- Updated
praisonaiagentsversion to0.0.81.
- Updated
- src/praisonai-agents/uv.lock
- Updated
praisonaiagentsversion to0.0.81.
- Updated
- uv.lock
- Updated
praisonaiversion to2.1.5. - Updated
praisonaiagentsversion to0.0.81.
- Updated
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Code Review
The pull request updates the praisonai version across multiple Dockerfiles and documentation files, and introduces a new documentation file for deploying multi-agent systems as APIs. The changes seem straightforward, but I have a few comments regarding the version update and the new documentation file.
Summary of Findings
- PraisonAI Version Update: The praisonai version has been updated across multiple files. It would be helpful to provide a reason for this update in the comments.
- API Key Configuration: In the multi-agent deployment documentation, clarify where the API key should be configured and that it is optional.
Merge Readiness
The pull request updates the praisonai version and adds new documentation. While the changes seem straightforward, adding comments to explain the reason for the version update and clarifying the API key configuration in the documentation would improve the pull request. I am unable to directly approve this pull request, and recommend that others review and approve this code before merging.
| WORKDIR /app | ||
| COPY . . | ||
| RUN pip install flask praisonai==2.1.4 gunicorn markdown | ||
| RUN pip install flask praisonai==2.1.5 gunicorn markdown |
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It's good to update the praisonai version. Is there a specific reason for upgrading to 2.1.5? It would be helpful to add a comment explaining the reason for the update, especially if it addresses a bug or introduces a new feature. This helps with future maintenance and understanding the context of the change.
RUN pip install flask praisonai==2.1.5 # Updated to address [bug/feature] in 2.1.5 gunicorn markdown
| praisonaiagents>=0.0.4 \ | ||
| praisonai_tools \ | ||
| "praisonai==2.1.4" \ | ||
| "praisonai==2.1.5" \ |
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Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
"praisonai==2.1.5" # Updated to address [bug/feature] in 2.1.5
| praisonaiagents>=0.0.4 \ | ||
| praisonai_tools \ | ||
| "praisonai==2.1.4" \ | ||
| "praisonai==2.1.5" \ |
There was a problem hiding this comment.
Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
"praisonai==2.1.5" # Updated to address [bug/feature] in 2.1.5
| praisonaiagents>=0.0.4 \ | ||
| praisonai_tools \ | ||
| "praisonai==2.1.4" \ | ||
| "praisonai==2.1.5" \ |
There was a problem hiding this comment.
Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
"praisonai==2.1.5" # Updated to address [bug/feature] in 2.1.5
| file.write("WORKDIR /app\n") | ||
| file.write("COPY . .\n") | ||
| file.write("RUN pip install flask praisonai==2.1.4 gunicorn markdown\n") | ||
| file.write("RUN pip install flask praisonai==2.1.5 gunicorn markdown\n") |
There was a problem hiding this comment.
Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
| file.write("RUN pip install flask praisonai==2.1.5 gunicorn markdown\n") | |
| file.write("RUN pip install flask praisonai==2.1.5 # Updated to address [bug/feature] in 2.1.5 gunicorn markdown\n") |
| COPY . . | ||
|
|
||
| RUN pip install flask praisonai==2.1.4 watchdog | ||
| RUN pip install flask praisonai==2.1.5 watchdog |
There was a problem hiding this comment.
Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
RUN pip install flask praisonai==2.1.5 # Updated to address [bug/feature] in 2.1.5 watchdog
| file.write("WORKDIR /app\n") | ||
| file.write("COPY . .\n") | ||
| file.write("RUN pip install flask praisonai==2.1.4 gunicorn markdown\n") | ||
| file.write("RUN pip install flask praisonai==2.1.5 gunicorn markdown\n") |
There was a problem hiding this comment.
Same comment here regarding the praisonai version update. Adding a comment explaining the reason would be beneficial.
| file.write("RUN pip install flask praisonai==2.1.5 gunicorn markdown\n") | |
| file.write("RUN pip install flask praisonai==2.1.5 # Updated to address [bug/feature] in 2.1.5 gunicorn markdown\n") |
multi agents deploy
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New Features
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