UATLAS Launch copilot

Your codebase,answered by agents.

Agentic RAG over code, commits and pull requests,powered by free Groq and Gemini.

Launch UAtlas

Agentic AI

Six cooperating agents answer every question.

PlannerRewrites your question into focused search queries.
RetrieverHybrid BM25 + Gemini vector search, fused with RRF.
RerankerAn LLM keeps only the six best sources.
ReflectorSearches again when the evidence is thin.
AnswererWrites a grounded answer with [1] citations to GitHub.
VerifierScores how well the answer is supported, 0 to 100.

RAG over your whole repository

Code, commits, pull requests, issues and docs, not just files.

Smart chunkingSplits by function, class or heading.
Rich metadataAuthor, date, PR or commit link on every chunk.
Offline cacheIndex stored in IndexedDB for 6 hours.
Slash commands/summary /onboard /changelog /risks /insights

Vision and CNN

Understand screenshots, errors and architecture diagrams.

Image analysisAttach a screenshot in the app; Gemini multimodal explains it.
CNN serviceDocker FastAPI service with a PyTorch ResNet18 CNN at /classify.
VoiceSpeech input and read-aloud answers.

Personal AI assistant

A developer chatbot on free Groq (Llama 3.3 70B) with Gemini fallback.

Assistant modePlain chat with memory of the session.
ExportSave any chat as Markdown.
PrivateKeys stay in your browser.

Docker and DevOps

Ship it anywhere.

docker compose upRuns the web app, the CNN vision service and the Slack bot.
GitHub ActionsAuto-deploys to GitHub Pages on every push.
PWA + CSPInstallable, offline-ready and locked down with a strict CSP.

Start in three steps

1. Get free keysconsole.groq.com/keys and aistudio.google.com/apikey.
2. Index a repoOpen the app, type owner/repo, press Index.
3. AskTry "How does auth work?" or /summary.

Built with

Agentic AIRAGBM25 + vectorsGroqGeminiPyTorch CNNFastAPIDockerGitHub ActionsPWAIndexedDBJavaScript

About the builder

Nikhil Chary Sriramoju, final-year B.Tech CSE student building agentic AI, RAG and data products.

EducationB.Tech, Computer Science and Engineering, Vaagdevi College of Engineering, 2023 to 2027.
Machine Learning Engineer InternYuva Intern (NSDC), Aug to Sep 2026.
Data Analytics InternThiranex, Jul to Aug 2026.
NASSCOM / Skill India Digital HubAI-Data Engineering and Cloud Infrastructure Analyst.
IBM SkillsBuildAI Fundamentals.
Reliance FoundationAI/ML Engineer Foundation.

More projects on GitHub

Open source work by the same builder.

VoyagrAI trip planner PWA.
SemanticacheSemantic caching showcase site.
Resume Reviewer ProAI-powered resume review website.
Voice AssistantVoice assistant that runs in the browser.
UAtlasThis project: agentic RAG codebase copilot.

Security and privacy

Built so you can trust it with your keys.

Keys stay localStored only in your browser and sent only to Groq, Google and GitHub.
Strict CSPScripts, media and network calls are limited to an allow-list.
Injection guardRepository text is treated as untrusted data, never as instructions.
No trackingNo analytics, no backend, no accounts.

Get in touch

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