update readme + resources

Author: woojeong-merlyn

README.md

@@ -1,6 +1,8 @@
 # Woojeong's Workspace
-* Please refer to each subdirectory's readme
-* Figures in slides can be found in `assets` directory
+* Refer to the README file in each subdirectory for specific instructions.
+* Figures used in the slides are located in the `assets` directory.
+* The `resources.md` file contains useful resources, including related works, code, data, articles, and AutoGen guides.
+
 ## Setup
 ```python
 pip install -r requirements.txt

resources.md

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+# Resources
+## Benchmark papers
+* m&m’s: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks
+  * multi-modal
+* AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
+* TOOLLLM: FACILITATING LARGE LANGUAGE MODELS TO MASTER 16000+ REAL-WORLD APIS
+  * toolbench
+* Gorilla: Large Language Model Connected with Massive APIs
+  * code output
+* AGENTVERSE: FACILITATING MULTI-AGENT COLLABORATION AND EXPLORING EMERGENT BEHAVIORS
+* CRAFT: CUSTOMIZING LLMS BY CREATING AND RETRIEVING FROM SPECIALIZED TOOLSETS
+* α-UMi: Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
+* AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
+* WISSNYF: TOOL GROUNDED LLM AGENTS FOR BLACK BOX SETTING
+* τ -bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
+
+## Papers
+* GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
+* AI Agents That Matter
+
+## Autogen
+* groupchat, nestedchat example
+  * https://microsoft.github.io/autogen/docs/tutorial/conversation-patterns/#two-agent-chat-and-chat-result
+  * https://microsoft.github.io/autogen/docs/notebooks/agentchat_nestedchat/
+* Custom llm + function calling
+  * https://microsoft.github.io/autogen/docs/topics/non-openai-models/local-litellm-ollama/
+  * https://www.reddit.com/r/ollama/comments/1bacf8c/anyone_had_success_with_function_calling_its/
+  * https://www.reddit.com/r/AutoGenAI/comments/1b57l2t/trying_to_get_autogen_to_work_with_ollama_and/
+  * https://github.com/marklysze/AutoGenCodeTesting/blob/master/function_calling/function_calling_test.py
+  * Autogen discord (alt-models channel) - https://discord.com/channels/1153072414184452236/1201369716057440287
+* Articles on autoen function calling
+  * https://medium.com/@sanjuvenky246/-3c15bfa077da
+  * https://medium.com/@coldstart_coder/autogen-essentials-function-integration-for-smarter-agents-7c3b4a0fdc12
+
+## Code & Data
+* [Toolbench](https://github.com/OpenBMB/ToolBench?tab=readme-ov-file#model)
+* [Stable Toolbench](https://github.com/THUNLP-MT/StableToolBench)
+* [APIGen from HF](https://huggingface.co/datasets/Salesforce/xlam-function-calling-60k)
+
+## Survey
+* [LLM tool survey](https://github.com/quchangle1/LLM-Tool-Survey)
+
+## Etc
+* [Openai function calling](https://platform.openai.com/docs/guides/function-calling)