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@ -11,21 +11,21 @@ A [100-line](minillmflow/__init__.py) minimalist LLM framework for [agents](http
- **Claude Project (Sonnet 3.5 strongly recommended!):**
- Create a project and dump the [docs](docs)
- Create a [project[(https://www.anthropic.com/news/projects) and upload the [docs](docs) to project knowledge
- Set project instruction. For example:
- Set project custom instructions. For example:
```
1. check "tool.md" and "llm.md" for the required functions.
2. design the high-level (batch) flow and nodes.
3. design the shared memory structure: define its fields, data structures, and how they will be updated.
Think out aloud first for above first and ask users your design makes sense.
Think out aloud for above first and ask users if your design makes sense.
4. Finally, implement. Start with simple, minimalistic codes without, for example, typing.
```
- Ask it to build LLM application!
- **ChatGPT:** Check out [GPT assistant](https://chatgpt.com/g/g-677464af36588191b9eba4901946557b-mini-llm-flow-assistant)
- GPT store seems to use older models. It's good at explaining but bad at coding.
- GPT store seems to use older models. It's good at explaining but now good at coding.
- Alternatively, send the [docs](docs) to newer models like O1 for coding.