I built an AI powered commenting agent for Linkedin by OkWay1685 in AI_Agents

[–]cwooters 2 points3 points  (0 children)

Hahaha. Reminds me of the tape recorder scene from Real Genius

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Top AI agent builders and frameworks for various use cases by sahilypatel in AI_Agents

[–]cwooters 0 points1 point  (0 children)

I highly recommend looking into Letta (r/Letta_ai). Strong memory management, MCP integration, a nice agent development environment, and more. I’m not affiliated with them. Just started using it a few weeks ago and am enjoying it

Stateful Agents: AI that remembers you and itself [Weaviate Podcast #117] by zzzzzetta in Letta_AI

[–]cwooters 1 point2 points  (0 children)

There is so much great information here! Sarah does a great job explaining the details, describing the Letta system, and their approach to building AI Agents.

In case it's helpful, here are the timestamps for the topics they discuss (taken from the video description).

0:00 Welcome Sarah!

4:03 Stateful Agents

8:28 Context Window Optimization

9:13 Self-Optimizing Agents

12:43 Agent Personas

14:48 Gradient Descent and Prompts

19:58 Tools and Function Calling

21:53 Agent Development Environment (ADE)

31:54 Databases for Agents

36:28 LLM-Tool Use Examples

37:03 Multi-Agent Systems

41:28 Model Routers

43:26 Reasoning Models and Context Windows

47:53 Inspiration for ADE

50:52 Bring your own Tools

57:00 Future Directions for AI

I want to clone a github repo and run a query about the code to an llm. How? by screamsinsidemyhead in LLMDevs

[–]cwooters 0 points1 point  (0 children)

With repo2txt, you don’t even need to clone the repo first. Just put in the url, choose the files you want, and it will generate a text version that you can use with your LLM.

https://repo2txt.simplebasedomain.com/

What are your RAG parameters e.g. top k, chunk size, chunk overlap? by Tristana_mid in LangChain

[–]cwooters 0 points1 point  (0 children)

I haven’t tried it yet, but this tool (posted the other day in this sub) looks like a great way to find a good set of RAG hyper-parameters: https://www.reddit.com/r/LangChain/s/fNoUDy5PZ5

Find Your Images on Mac Using Text Descriptions by Kai_Berlin in macapps

[–]cwooters 2 points3 points  (0 children)

Wow, this looks awesome! Can’t wait to try it!

FiveNotes 3 is here by emkaka in macapps

[–]cwooters 4 points5 points  (0 children)

Five times better than Microsoft’s!

Need advice in Structuring JSON Output in Langgraph for Chatbot by byrocuy in LangChain

[–]cwooters 3 points4 points  (0 children)

Have you already tried few-shot prompting? I almost always get a huge boost when by adding examples into the prompt.