Use Cases
- Use cases
- Notebooks
- All Notebooks
- Websockets: Streaming input and output using websockets
- Perplexity Search Tool
- Auto Generated Agent Chat: Task Solving with Code Generation, Execution, Debugging & Human Feedback
- Using a local Telemetry server to monitor a GraphRAG agent
- Auto Generated Agent Chat: Task Solving with Provided Tools as Functions
- RealtimeAgent with gemini client
- Agentic RAG workflow on tabular data from a PDF file
- Language Agent Tree Search
- Config loader utility functions
- Wikipedia Agent
- Google Drive Tools
- FSM - User can input speaker transition constraints
- DeepResearchAgent
- Group Chat with Retrieval Augmented Generation
- AgentOptimizer: An Agentic Way to Train Your LLM Agent
- Using RetrieveChat with Qdrant for Retrieve Augmented Code Generation and Question Answering
- RealtimeAgent with WebRTC connection
- Agent with memory using Mem0
- Preprocessing Chat History with `TransformMessages`
- RealtimeAgent in a Swarm Orchestration
- RAG OpenAI Assistants in AG2
- Using Guidance with AG2
- Using RetrieveChat Powered by MongoDB Atlas for Retrieve Augmented Code Generation and Question Answering
- Using Neo4j's graph database with AG2 agents for Question & Answering
- Use AG2 in Databricks with DBRX
- Wikipedia Search Tools
- Solving Complex Tasks with Nested Chats
- DeepSeek: Adding Browsing Capabilities to AG2
- Solving Complex Tasks with A Sequence of Nested Chats
- Nested Chats for Tool Use in Conversational Chess
- OpenAI Assistants in AG2
- Group Chat with Coder and Visualization Critic
- Agent Chat with Multimodal Models: LLaVA
- SocietyOfMindAgent
- Conversational Workflows with MCP: A Marie Antoinette Take on The Eiffel Tower
- Agent Chat with Multimodal Models: DALLE and GPT-4V
- StateFlow: Build Workflows through State-Oriented Actions
- Small, Local Model (IBM Granite) Multi-Agent RAG
- Group Chat with Tools
- DuckDuckGo Search Tool
- Load the configuration including the response format
- RealtimeAgent in a Swarm Orchestration
- MCP Clients
- Agent Tracking with AgentOps
- SQL Agent for Spider text-to-SQL benchmark
- AutoBuild
- Automatically Build Multi-agent System from Agent Library
- Generate Dalle Images With Conversable Agents
- Agent Observability with OpenLIT
- Using RetrieveChat Powered by Couchbase Capella for Retrieve Augmented Code Generation and Question Answering
- A Uniform interface to call different LLMs
- OptiGuide with Nested Chats in AG2
- Conversational Chess using non-OpenAI clients
- Chat Context Dependency Injection
- Agent with memory using Mem0
- `run` function examples with event processing
- From Dad Jokes To Sad Jokes: Function Calling with GPTAssistantAgent
- Mitigating Prompt hacking with JSON Mode in Autogen
- Group Chat with Customized Speaker Selection Method
- Trip planning with a FalkorDB GraphRAG agent using a Swarm
- Tavily Search Tool
- Structured output
- Adding Google Search Capability to AG2
- Task Solving with Provided Tools as Functions (Asynchronous Function Calls)
- Conversational Workflows with MCP: A French joke on a random Wikipedia article
- Auto Generated Agent Chat: Using MathChat to Solve Math Problems
- Agent Chat with custom model loading
- Auto Generated Agent Chat: Function Inception
- Use AG2 to Tune ChatGPT
- Auto Generated Agent Chat: Group Chat with GPTAssistantAgent
- Using FalkorGraphRagCapability with agents for GraphRAG Question & Answering
- Solving Multiple Tasks in a Sequence of Async Chats
- Discord, Slack, and Telegram messaging tools
- RealtimeAgent in a Swarm Orchestration using WebRTC
- Runtime Logging with AG2
- WebSurferAgent
- Use MongoDBQueryEngine to query Markdown files
- Conversational Workflows with MCP: A Shakespearean Take on arXiv Abstracts
- RAG with DocAgent
- Solving Multiple Tasks in a Sequence of Chats
- Cross-Framework LLM Tool for CaptainAgent
- Web Scraping using Apify Tools
- Auto Generated Agent Chat: Collaborative Task Solving with Coding and Planning Agent
- Currency Calculator: Task Solving with Provided Tools as Functions
- Use ChromaDBQueryEngine to query Markdown files
- Using RetrieveChat for Retrieve Augmented Code Generation and Question Answering
- Writing a software application using function calls
- Using OpenAI’s Web Search Tool with AG2
- Using RetrieveChat Powered by PGVector for Retrieve Augmented Code Generation and Question Answering
- Enhanced Swarm Orchestration with AG2
- Perform Research with Multi-Agent Group Chat
- Auto Generated Agent Chat: Teaching AI New Skills via Natural Language Interaction
- Usage tracking with AG2
- Using Neo4j's native GraphRAG SDK with AG2 agents for Question & Answering
- Groupchat with Llamaindex agents
- Assistants with Azure Cognitive Search and Azure Identity
- Swarm Orchestration with AG2
- Tools with Dependency Injection
- Structured output from json configuration
- Solving Multiple Tasks in a Sequence of Chats with Different Conversable Agent Pairs
- Chat with OpenAI Assistant using function call in AG2: OSS Insights for Advanced GitHub Data Analysis
- Auto Generated Agent Chat: Collaborative Task Solving with Multiple Agents and Human Users
- Adding YouTube Search Capability to AG2
- Chatting with a teachable agent
- Making OpenAI Assistants Teachable
- RealtimeAgent in a Swarm Orchestration
- Translating Video audio using Whisper and GPT-3.5-turbo
- Run a standalone AssistantAgent
- Auto Generated Agent Chat: Task Solving with Langchain Provided Tools as Functions
- Use LLamaIndexQueryEngine to query Markdown files
- Auto Generated Agent Chat: GPTAssistant with Code Interpreter
- Interactive LLM Agent Dealing with Data Stream
- Agent Chat with Async Human Inputs
- ReasoningAgent - Advanced LLM Reasoning with Multiple Search Strategies
- Auto Generated Agent Chat: Solving Tasks Requiring Web Info
- Use AG2 to Tune OpenAI Models
- Engaging with Multimodal Models: GPT-4V in AG2
- Supercharging Web Crawling with Crawl4AI
- Use AG2 in Microsoft Fabric
- Cross-Framework LLM Tool Integration with AG2
- Demonstrating the `AgentEval` framework using the task of solving math problems as an example
- Group Chat
- Adding Browsing Capabilities to AG2
- CaptainAgent
- (Legacy) Implement Swarm-style orchestration with GroupChat
- Task Solving with Code Generation, Execution and Debugging
- RealtimeAgent with local websocket connection
- Community Gallery
Notebooks
All Notebooks
This page contains a collection of notebooks that demonstrate how to use
AG2. The notebooks are tagged with the topics they cover.
For example, a notebook that demonstrates how to use function calling will
be tagged with
tool/function.
Assistant
Responses are generated using AI and may contain mistakes.