From 3115230c318a2b2a1945f5f24bfced7785c307eb Mon Sep 17 00:00:00 2001 From: Zachary Huang <33015448+zachary62@users.noreply.github.com> Date: Fri, 10 Jan 2025 11:19:26 -0500 Subject: [PATCH] Update README.md --- README.md | 35 ++++++++++++++++++++++++----------- 1 file changed, 24 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index c03ab18..00fc9a6 100644 --- a/README.md +++ b/README.md @@ -11,16 +11,18 @@
-A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](https://minillmflow.github.io/PocketFlow/multi_agent.html))[Agents](https://minillmflow.github.io/PocketFlow/agent.html), [task decomposition](https://minillmflow.github.io/PocketFlow/decomp.html), [RAG](https://minillmflow.github.io/PocketFlow/rag.html), etc. +A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](https://minillmflow.github.io/PocketFlow/multi_agent.html))[Agents](https://minillmflow.github.io/PocketFlow/agent.html), [Task Decomposition](https://minillmflow.github.io/PocketFlow/decomp.html), [RAG](https://minillmflow.github.io/PocketFlow/rag.html), etc. - Install via ```pip install pocketflow```, or just copy the [source codes](pocketflow/__init__.py) (only 100 lines) + - **💡 Pro tip!!** Build LLM apps with LLMs assistants (ChatGPT, Claude, Cursor.ai, etc.) - - **Claude Project (Sonnet 3.5 strongly recommended!):** - +
+ Claude Project + - Create a [project](https://www.anthropic.com/news/projects) and upload the [docs](docs) to project knowledge - + - Set project custom instructions. For example: ``` 1. check "tool.md" and "llm.md" for the required functions. @@ -29,13 +31,24 @@ A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](http 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 not good at coding. - - - Alternatively, send the [docs](docs) to newer models like O1 for coding. + - Ask it to build LLM app (Sonnet 3.5 strongly recommended)! + ``` + Help me build a chatbot based on a directory of PDFs. + ``` +
+ +
+ ChatGPT + + - Try the [GPT assistant](https://chatgpt.com/g/g-677464af36588191b9eba4901946557b-mini-llm-flow-assistant). However, it uses older models, which are good for explaining but not good at coding. + + - For stronger coding capabilities, consider sending the [docs](docs) to more advanced models like O1. + + - Paste the docs link (https://github.com/miniLLMFlow/PocketFlow/tree/main/docs) to [Gitingest](https://gitingest.com/). + + - Then, paste the generated contents into your O1 prompt, and ask it to build LLM app. +
+ Documentation: https://minillmflow.github.io/PocketFlow/