Reasoning Systems 🧩
enricoros opened this issue · 0 comments
enricoros commented
Implementing reasoning systems that are more sophisticated than the current turn-based chat (default).
Reasoning systems
| System | UX | Information |
|---|---|---|
| default | turn-based-chat | primitive, and okay |
| ReAct | ❓ | ReAct: Synergizing Reasoning and Acting in Language Models PDF |
| DEPS | ❓ | Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents PDF |
| Reflexion | ❓ | Reflexion: an autonomous agent with dynamic memory and self-reflection PDF |
| Your epic idea 💡 | ... | ... |
Techniques
| What | Link |
|---|---|
| Early experiments with GPT-4 | Sparks of Artificial General Intelligence |
| HuggingGPT | Solving AI Tasks with ChatGPT and its Friends in HuggingFace |
| Task-driven Autonomous Agent (Yohei) | Task-driven Autonomous Agent Utilizing GPT-4, Pinecone, and LangChain Tweet |
If you have feedback on which to pick first, UX, etc, comment down below.