Datasets:

hharsha
/

agentic-github-meta

input stringlengths 28 283	target stringclasses 48 values
self-hostable agent ops platform with task DAG free CPU friendly	agents, multi-agent, self-hosted, orchestration, llmops
looking for job hunt multi-agent CV citations kanban MIT licensed	agents, rag, career, citations, kanban
I want portfolio agentic germany nextjs studio systems	nextjs, portfolio, agents, studio, web
repo that does looking for advanced retrieval lab with contextual chunking and MRR for LLMOps	rag, hybrid-search, reranking, evals, fastapi, react, pgvector, recall-at-k, mrr, retrieval
how to build docker compose local RAG lab with hybrid search llmops local docker with evals	docker, rag, hybrid-search, local, retrieval, llmops
career agents rag chat citations cloudflare pages	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
portfolio project: mission control for AI coding agents terminal grid for LLMOps	agents, multi-agent, mcp, typescript, tauri, terminal, developer-tools, kanban, coding-agents
browser multi-agent terminal grid for cursor-agent and Codex	agents, multi-agent, typescript, nextjs, developer-tools, terminal, coding-agents, bridgespace
open source sentence transformers MiniLM for agentic semantic search free CPU friendly	embeddings, sentence-transformers, minilm, rag, semantic-search, agents
hharsha agentic-systems-minilm sentence similarity	embeddings, sentence-transformers, minilm, rag, agents, semantic-search, cpu
open source local-first coding agent dashboard dry-run sandbox dashboard local-first sandbox MIT licensed	agents, local-first, dashboard, sandbox, coding-agents, dry-run
example of retrieval eval space recall@k gradio for LLMOps	rag, gradio, hybrid-search, reranking, evals, huggingface-space, retrieval
search: docker compose local RAG lab with hybrid search free CPU friendly	docker, rag, hybrid-search, local, retrieval, llmops
show me self-hostable multi-agent operations platform with task DAG and evals open source	agents, multi-agent, llmops, evals, fastapi, docker, orchestration, guardrails, cost-governance
retrieval eval space recall@k gradio free CPU friendly	rag, gradio, hybrid-search, reranking, evals, huggingface-space, retrieval
open source looking for personal site showcasing agentic AI projects for LLMOps	portfolio, nextjs, react, typescript, agents, rag, web, studio
typescript fastapi react rag pgvector evaluation retrievallab	rag, hybrid-search, reranking, evals, fastapi, react, pgvector, recall-at-k, mrr, retrieval
how to build studio space landing agentic systems hharsha typescript	agents, gradio, cpu, portfolio, huggingface-space, llmops, studio
looking for multi-agent orchestration with MCP and observability for LLMOps	agents, multi-agent, mcp, observability, orchestration, llmops
I want huggingface / space / cpu / gradio / rag / demo python	gradio, rag, cpu, huggingface-space, embeddings
looking for Kubernetes Terraform deploy multi-agent ops platform with docker	kubernetes, terraform, docker, agents, llmops, devops
github project: self-improving sovereign AI agent that pays for its own compute python agents experimental for LLMOps	agents, experimental, autonomous, self-improving, compute, sovereign-ai
portfolio project: looking for tiny PEFT adapter not full 7B weights peft agents lora MIT licensed	peft, lora, smollm, agents, rag, adapters, text-generation, cpu
peft lora smollm agents rag agentic-rag-lora	peft, lora, smollm, agents, rag, adapters, text-generation, cpu
portfolio llmops studio huggingface-space cpu	agents, gradio, cpu, portfolio, huggingface-space, llmops, studio
repo that does job / hunt / multi-agent / CV / citations / kanban production ready	agents, rag, career, citations, kanban
how to build looking for multi-agent CV tailoring with evidence citations MIT licensed	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
CareerAgent FastAPI React pgvector company research	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
how to build local-first command center for Cursor Claude Codex agents javascript local-first agents production ready	agents, local-first, react, typescript, dashboard, coding-agents, sandbox, dry-run
show me sovereign autonomous agent pays for compute with docker	agents, experimental, autonomous, sovereign-ai
github project: browser multi-agent terminal grid for cursor-agent and Codex developer-tools typescript multi-agent	agents, multi-agent, typescript, nextjs, developer-tools, terminal, coding-agents, bridgespace
query: gradio cards for agentic systems and RAG python	agents, rag, gradio, portfolio, huggingface-space, llmops, industrial-ai
looking for looking for multi-agent orchestration with cost governance and guardrails evals docker llmops MIT licensed	agents, multi-agent, llmops, evals, fastapi, docker, orchestration, guardrails, cost-governance
I want MiniLM embeddings fine-tuned for agentic RAG docs typescript	embeddings, sentence-transformers, minilm, rag, agents, semantic-search, cpu
coding-agents typescript multi-agent mcp developer-tools	agents, multi-agent, mcp, typescript, tauri, terminal, developer-tools, kanban, coding-agents
example of lightweight embeddings not a 7B generative model MIT licensed	embeddings, sentence-transformers, minilm, rag, agents, semantic-search, cpu
agents rag portfolio llmops website	portfolio, website, agents, rag, llmops, nextjs, studio, aws, gcp
repo that does agent portfolio Gradio space industrial AI RAG free CPU friendly	agents, rag, gradio, portfolio, huggingface-space, llmops, industrial-ai
query: Gradio Space CPU demo RAG chunk embed retrieve free CPU friendly	gradio, rag, cpu, embeddings, huggingface-space, retrieval
query: hharsha agent portfolio huggingface space portfolio agents gradio for LLMOps	agents, rag, gradio, portfolio, huggingface-space, llmops, industrial-ai
I want PEFT LoRA T5 small for github tag generation agents with evals	peft, lora, t5, text2text-generation, agents, tags
portfolio project: local first coding agent OS dry run sandbox with evals	agents, local-first, coding-agents, sandbox, dry-run
dashboard for AI coding agents already on the machine	agents, local-first, react, typescript, dashboard, coding-agents, sandbox, dry-run
looking for browser RAG lab without paid GPU	rag, gradio, hybrid-search, reranking, evals, huggingface-space, retrieval
example of looking for multi-agent orchestration with MCP and observability production ready	agents, multi-agent, mcp, observability, orchestration, llmops
reranking pgvector rag hybrid-search react	rag, hybrid-search, reranking, evals, fastapi, react, pgvector, recall-at-k, mrr, retrieval
open source agent for pays compute autonomous sovereign for LLMOps	agents, experimental, autonomous, sovereign-ai
show me looking for agentic IDE browser terminal grid Cursor lane for LLMOps	agents, multi-agent, typescript, nextjs, developer-tools, terminal, coding-agents, bridgespace
looking for document QA with ChromaDB and evaluation suite	rag, streamlit, chromadb, citations, evals, pdf, embeddings, document-qa
search: hharsha agentic-rag-lora peft smollm peft smollm agents free CPU friendly	peft, lora, smollm, agents, rag, adapters, text-generation, cpu
looking for RetrievalLab FastAPI React pgvector hybrid search with evals	rag, hybrid-search, reranking, evals, fastapi, react, pgvector, recall-at-k, mrr, retrieval
hharsha agent portfolio huggingface space	agents, rag, gradio, portfolio, huggingface-space, llmops, industrial-ai
hharsha98 portfolio agentic systems studio	portfolio, nextjs, react, typescript, agents, rag, web, studio
need a hharsha98 portfolio agentic systems studio react web nextjs for LLMOps	portfolio, nextjs, react, typescript, agents, rag, web, studio
retrieval lab demo huggingface space cpu	rag, gradio, cpu, onnx, embeddings, citations, huggingface-space, retrieval
open source upload pdf hybrid retrieval citations space with docker	rag, gradio, cpu, onnx, embeddings, citations, huggingface-space, retrieval
show me agentic IDE with terminal grid and kanban for coding agents developer-tools mcp tauri free CPU friendly	agents, multi-agent, mcp, typescript, tauri, terminal, developer-tools, kanban, coding-agents
looking for local-first agent OS react typescript local-first react typescript with docker	agents, local-first, react, typescript, dashboard, coding-agents, sandbox, dry-run
search: fastapi react pgvector hybrid search agents with docker	fastapi, react, pgvector, rag, hybrid-search, agents
vibespace agentic development environment typescript tauri	agents, multi-agent, mcp, typescript, tauri, terminal, developer-tools, kanban, coding-agents
github project: eval harness recall@k faithfulness groundedness RAG python	evals, rag, recall-at-k, faithfulness, groundedness, llmops
example of local-first coding agent dashboard dry-run sandbox python	agents, local-first, dashboard, sandbox, coding-agents, dry-run
looking for hybrid search rerank demo huggingface space gradio rag hybrid-search	rag, gradio, hybrid-search, reranking, evals, huggingface-space, retrieval
repo that does Control Tower RAG tools evals audit trails for founders MIT licensed	agents, multi-agent, langgraph, rag, evals, observability, supervisor, revenue-ops, audit
query: docker compose local RAG lab with hybrid search	docker, rag, hybrid-search, local, retrieval, llmops
search: looking for multi-agent orchestration with MCP and langgraph for sales ops multi-agent evals langgraph with evals	agents, multi-agent, langgraph, rag, evals, observability, supervisor, revenue-ops, audit
need a Kubernetes Terraform deploy multi-agent ops platform llmops devops kubernetes free CPU friendly	kubernetes, terraform, docker, agents, llmops, devops
how to build RetrievalLab Gradio space hybrid search reranking hybrid-search rag reranking python	rag, gradio, hybrid-search, reranking, evals, huggingface-space, retrieval
example of multi-agent ops with MCP tools Docker Kubernetes Terraform terraform llmops kubernetes typescript	agents, multi-agent, llmops, mcp, rag, observability, docker, kubernetes, terraform, orchestration
pdf ingestion embeddings retrieval citations streamlit evaluation python chromadb with evals	rag, streamlit, chromadb, citations, evals, pdf, embeddings, document-qa
example of docker compose local RAG lab with hybrid search MIT licensed	docker, rag, hybrid-search, local, retrieval, llmops
self-replicating agent concept portfolio project	agents, experimental, autonomous, self-improving, compute, sovereign-ai
search: Agentic Systems Studio Hugging Face space portfolio cards with docker	agents, gradio, cpu, portfolio, huggingface-space, llmops, studio
example of public website for RAG LLMOps agent products with evals	portfolio, website, agents, rag, llmops, nextjs, studio, aws, gcp
search: self-replicating agent concept portfolio project python experimental agents typescript	agents, experimental, autonomous, self-improving, compute, sovereign-ai
agentic-rag-lora: PEFT LoRA adapter on SmolLM-135M for short agentic/RAG instruction style. Adapter weights only — load base SmolLM then attach. Not a 7B chat model.	peft, lora, smollm, agents, rag, adapters, text-generation, cpu
open source AI agents for applications tracker cost metering production ready	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
CareerAgent: Job-hunt multi-agent platform: cited chat over a CV, live company research, CV tailoring anchored to evidence, Kanban application tracker, with cost metering. FastAPI + React + pgvector; deployed on HF Spaces + Cloudflare Pages.	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
open source multi-agent ops platform python fastapi docker python docker fastapi with docker	agents, multi-agent, llmops, evals, fastapi, docker, orchestration, guardrails, cost-governance
example of career agents rag chat citations cloudflare pages python	agents, rag, fastapi, react, pgvector, career, job-hunt, citations, kanban, cost-metering
nextjs portfolio agentic systems studio germany production ready	nextjs, portfolio, agents, studio, web
open source fastapi react pgvector hybrid search agents MIT licensed	fastapi, react, pgvector, rag, hybrid-search, agents
query: sentence transformers MiniLM for agentic semantic search	embeddings, sentence-transformers, minilm, rag, semantic-search, agents
search: agentic-systems-studio.com live labs RAG multi-agent nextjs rag web with evals	portfolio, website, agents, rag, llmops, nextjs, studio, aws, gcp
example of Automaton experimental autonomous agent economics python agents experimental free CPU friendly	agents, experimental, autonomous, self-improving, compute, sovereign-ai
I want llmops multi-agent docker k8s terraform scaffolding with evals	agents, multi-agent, llmops, mcp, rag, observability, docker, kubernetes, terraform, orchestration
I want PEFT LoRA T5 small for github tag generation agents for LLMOps	peft, lora, t5, text2text-generation, agents, tags
enterprise multi-agent revenue ops platform python	agents, multi-agent, langgraph, rag, evals, observability, supervisor, revenue-ops, audit
query: self-improving sovereign AI agent that pays for its own compute python experimental agents MIT licensed	agents, experimental, autonomous, self-improving, compute, sovereign-ai
AI engineer portfolio for RAG and multi-agent systems	portfolio, nextjs, react, typescript, agents, rag, web, studio
portfolio project: MCP tool registry for multi agent platforms with evals	mcp, agents, multi-agent, tools, registry, llmops
portfolio project: RAG hybrid search recall@k cross-encoder reranking typescript	rag, hybrid-search, reranking, evals, fastapi, react, pgvector, recall-at-k, mrr, retrieval
AgentFleet tool-using agents goal DAG production ops	agents, multi-agent, llmops, evals, fastapi, docker, orchestration, guardrails, cost-governance
I want LLMOps traces evals cost metering guardrails production agents	llmops, evals, observability, cost-governance, guardrails, agents
looking for multi-agent orchestration with cost governance and guardrails	agents, multi-agent, llmops, evals, fastapi, docker, orchestration, guardrails, cost-governance
Agentic Systems Studio: Public studio website for Hanumanthu Harsha Vardhan (Nuremberg): live labs, local-first tools, and shipping products across agents, RAG, and LLMOps on AWS/GCP.	portfolio, website, agents, rag, llmops, nextjs, studio, aws, gcp
looking for local first coding agent OS dry run sandbox open source	agents, local-first, coding-agents, sandbox, dry-run
RAG hybrid search recall@k MRR cross-encoder rerank	rag, hybrid-search, reranking, evals, recall-at-k, mrr, retrieval
Portable multi-agent operations lab: orchestration, RAG with citations, MCP-style tool registry, traces/observability, Docker/Kubernetes and Terraform scaffolding. Separate from AgentFleet; focused on business ops portability.	agents, multi-agent, llmops, mcp, rag, observability, docker, kubernetes, terraform, orchestration
Agentic Systems Studio AWS GCP portfolio	portfolio, website, agents, rag, llmops, nextjs, studio, aws, gcp

End of preview. Expand in Data Studio

Agentic GitHub Meta

Text2text dataset of agentic AI / RAG / LLMOps / multi-agent GitHub-style descriptions paired with comma-separated tags. Schema mirrors zamal/github-meta-data (input, target) but the content focuses on projects from hharsha98 / hharsha plus synthetic paraphrases and search-style queries.

Column	Meaning
`input`	Repo description, search query, or paraphrase
`target`	Comma-separated tags (deduplicated, lowercased)

Train rows: 687

Sources

Rows expanded from hharsha/agentic-systems-showcase
Public GitHub repos under hharsha98 (descriptions + README paraphrases)
Synthetic queries such as “looking for multi-agent orchestration with MCP”, “RAG hybrid search recall@k”
Tags are honest topic labels (agents, multi-agent, rag, llmops, mcp, langgraph, fastapi, nextjs, observability, evals, docker, kubernetes, …) — not keyword spam

Intended use

Training small text2text models (e.g. T5 + LoRA) for GitHub-style tag generation over agentic/RAG projects.

Companion model: hharsha/agentic-github-tagger.

Studio: https://agentic-systems-studio.com · GitHub: https://github.com/hharsha98

License

MIT

Downloads last month: 20

Models trained or fine-tuned on hharsha/agentic-github-meta

hharsha/agentic-github-tagger

Text Generation • 60.5M • Updated about 21 hours ago • 107 • 1