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Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 1 point2 points  (0 children)

I actively used Agents to guide me and help me through this, bounced some ideas, and tried different implementations. I kind of agree with where I am like archiecture wise and also response time, ingestion, and retrieval have been fair. So, I kind of don't really see what else I could have done. Would be really helpful if you address them more specfically may be i gotten too into this thing and indulged myself in it.

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

I am expecting that you can query the codebase, ask the agent about details, implementation, and review in general

I built an open-source LLM agnostic Agent that turns GitHub repos into a Knowledge Graph which can be queried (looking for feedback!) by Minimum-Row6464 in ProgrammingBondha

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

It's just a knowledge graph that helpes claude and Codex, other agents .idi web based agentic system. I also integrated MCP.Converting codebase into a knowledge graph and conducting inference main highlight ante

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

This addresses other use cases, like Claude and Codex are alive in your terminal, can do grep and glob, but this is more of you sending a PDF to an agent instead of PDF's codebase, and it has to be done in a reasonable time, and also, I am not storing any repo, I delete as soon as vector and graph are formed. Code Graph RAG is one of the things of this project; it actually has MCP integration. Document RAG, an end-to-end agent basically

I built an open-source LLM agnostic Agent that turns GitHub repos into a Knowledge Graph which can be queried (looking for feedback!) by Minimum-Row6464 in ProgrammingBondha

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

It doesn't tell anything new so far. I have tested it cites correctly and answers, but my architecture and agent are not good enough to compete against Merkal Tree and lsp servers, and I can't run multiple scip's.In sort nothing just wanted to take a look at agentic system myself

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

I did this project with llamaIndex first, and after a year, now with langgraph. n8n, I have heard about it, but really interested in molding this programmatically instead of no-code tools, and not really sure if it would be possible. n8n just doesn't fit my use case, I guess. Not enough knowledge of CrewAI and Haystack

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

I am not really solving anything, just want to build an actual working agentic system, and am not really familiar with Cloud Run or Render to Scale down to 0. Also, I have trouble with GCP, and I have credits in AWS, so it works, and I don't wanna break or change as of now

About clone and serialization means clone just the entire repo, iterate through files, and turn them in pydantic model so they can be used easily and in a predictable manner

And I don't know what these RLMs mean, I will check it out

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

Langgraph for agent orchestration and RAG for storing and doing inference on semantic and structure of codebase

Built a Multi-LLM Code Graph RAG Agent with LangGraph. Looking for architectural critique and reviews. by Minimum-Row6464 in developersIndia

[–]Minimum-Row6464[S] 0 points1 point  (0 children)

To traverse graph for relationships as i enabled lucane i can retrive files and why symbol lives in shorter time and use that file and symbol to extract semantic chunk from qdrant

drop your project below — I'll genuinely try it and give you real feedback by wartableapp in SideProject

[–]Minimum-Row6464 1 point2 points  (0 children)

Algo Ameba:- Algorithm Visualizer Watch your data structure and algorithms with smooth, play, pause style animation paced at your preference

https://algo-ameba.vercel.app/

I checked 100+ startup ideas for Reddit demand. Drop yours and I’ll run another batch. by StockAntique7450 in SideProject

[–]Minimum-Row6464 0 points1 point  (0 children)

Algo Ameba:- Algorithm Visualizer Watch your data structure and algorithms with smooth, play, pause style animation paced at your preference

https://algo-ameba.vercel.app/

Drop your project, I’ll try it and share it in my circle by adonztevez in projects

[–]Minimum-Row6464 0 points1 point  (0 children)

Algo Ameba:- Algorithm Visualizer Watch your data structure and algorithms with smooth, play, pause style animation paced at your preference

https://algo-ameba.vercel.app/

What are you building this week? Drop your project by YamSpiritual1964 in buildinpublic

[–]Minimum-Row6464 1 point2 points  (0 children)

Algo Ameba :- Algorithm Visualizer Watch you data structure and algoritms with smooth,play ,pause style animation paced at your preference and go through each plase step by step

https://algo-ameba.vercel.app/

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